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The dataset generation failed
Error code: DatasetGenerationError
Exception: CastError
Message: Couldn't cast
patient_id: string
status: string
reason: string
path_pre: string
path_post: string
same_series_pair: bool
pre_desc: string
post_desc: string
corr_global: double
shifts: list<item: int64>
child 0, item: int64
meta_valid: bool
meta_issue: string
micro_cube_path: string
micro_cube_shape: list<item: int64>
child 0, item: int64
orig_post_shape: list<item: int64>
child 0, item: int64
roi_coords: list<item: int64>
child 0, item: int64
c1_mean: double
c1_std: double
c1_min: double
c1_max: double
c2_mean: double
c2_std: double
c2_min: double
c2_max: double
c3_mean: double
c3_std: double
c3_min: double
c3_max: double
c4_mean: double
c4_std: double
c4_min: double
c4_max: double
timestamp: timestamp[s]
to
{'patient_id': Value('string'), 'status': Value('string'), 'reason': Value('string'), 'path_pre': Value('string'), 'path_post': Value('string'), 'same_series_pair': Value('bool'), 'pre_desc': Value('string'), 'post_desc': Value('string'), 'corr_global': Value('float64'), 'shifts': List(Value('int64')), 'meta_valid': Value('bool'), 'meta_issue': Value('string'), 'micro_cube_path': Value('string'), 'micro_cube_shape': List(Value('int64')), 'orig_post_shape': List(Value('int64')), 'roi_coords': List(Value('int64')), 'c1_mean': Value('float64'), 'c1_std': Value('float64'), 'c1_min': Value('float64'), 'c1_max': Value('float64'), 'c2_mean': Value('float64'), 'c2_std': Value('float64'), 'c2_min': Value('float64'), 'c2_max': Value('float64'), 'c3_mean': Value('float64'), 'c3_std': Value('float64'), 'c3_min': Value('float64'), 'c3_max': Value('float64'), 'timestamp': Value('timestamp[s]')}
because column names don't match
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2227, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
patient_id: string
status: string
reason: string
path_pre: string
path_post: string
same_series_pair: bool
pre_desc: string
post_desc: string
corr_global: double
shifts: list<item: int64>
child 0, item: int64
meta_valid: bool
meta_issue: string
micro_cube_path: string
micro_cube_shape: list<item: int64>
child 0, item: int64
orig_post_shape: list<item: int64>
child 0, item: int64
roi_coords: list<item: int64>
child 0, item: int64
c1_mean: double
c1_std: double
c1_min: double
c1_max: double
c2_mean: double
c2_std: double
c2_min: double
c2_max: double
c3_mean: double
c3_std: double
c3_min: double
c3_max: double
c4_mean: double
c4_std: double
c4_min: double
c4_max: double
timestamp: timestamp[s]
to
{'patient_id': Value('string'), 'status': Value('string'), 'reason': Value('string'), 'path_pre': Value('string'), 'path_post': Value('string'), 'same_series_pair': Value('bool'), 'pre_desc': Value('string'), 'post_desc': Value('string'), 'corr_global': Value('float64'), 'shifts': List(Value('int64')), 'meta_valid': Value('bool'), 'meta_issue': Value('string'), 'micro_cube_path': Value('string'), 'micro_cube_shape': List(Value('int64')), 'orig_post_shape': List(Value('int64')), 'roi_coords': List(Value('int64')), 'c1_mean': Value('float64'), 'c1_std': Value('float64'), 'c1_min': Value('float64'), 'c1_max': Value('float64'), 'c2_mean': Value('float64'), 'c2_std': Value('float64'), 'c2_min': Value('float64'), 'c2_max': Value('float64'), 'c3_mean': Value('float64'), 'c3_std': Value('float64'), 'c3_min': Value('float64'), 'c3_max': Value('float64'), 'timestamp': Value('timestamp[s]')}
because column names don't match
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
patient_id string | status string | reason string | path_pre string | path_post string | same_series_pair bool | pre_desc string | post_desc string | corr_global float64 | shifts list | meta_valid bool | meta_issue string | micro_cube_path string | micro_cube_shape list | orig_post_shape list | roi_coords list | c1_mean float64 | c1_std float64 | c1_min float64 | c1_max float64 | c2_mean float64 | c2_std float64 | c2_min float64 | c2_max float64 | c3_mean float64 | c3_std float64 | c3_min float64 | c3_max float64 | timestamp timestamp[s] |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Breast_MRI_001 | REVIEW | datasets/raw_data/Breast_MRI_001/01-01-1990-NA-MRI BREAST BILATERAL WWO-97538/14.000000-ax dyn 4th pass-47500 | datasets/raw_data/Breast_MRI_001/01-01-1990-NA-MRI BREAST BILATERAL WWO-97538/14.000000-ax dyn 4th pass-47500 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_001_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
88,
112,
233,
271,
307,
341
] | 31.568716 | 21.961153 | 0 | 158.942505 | 53.223251 | 105.561615 | 0 | 2,771.083496 | 0 | 0 | 0 | 0 | 2026-04-15T21:43:20 | ||
Breast_MRI_002 | OK | datasets/raw_data/Breast_MRI_002/01-01-1990-NA-MRI BREAST BILATERAL W WO-51972/600.000000-ax 3d dyn-25442 | datasets/raw_data/Breast_MRI_002/01-01-1990-NA-MRI BREAST BILATERAL W WO-51972/603.000000-Ph3ax 3d dyn-66447 | false | ax 3d dyn | ph3/ax 3d dyn | 0.880212 | [
0,
1,
1
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_002_lattice.pt | [
3,
64,
64,
64
] | [
142,
512,
512
] | [
58,
72,
250,
294,
107,
136
] | 292.883545 | 412.202881 | 0 | 2,295.094971 | 10,578.494141 | 28,701.507813 | 0 | 455,671.625 | 54.811348 | 163.915176 | -921.681274 | 1,424.798584 | 2026-04-15T21:43:36 | ||
Breast_MRI_003 | OK | datasets/raw_data/Breast_MRI_003/01-01-1990-NA-MRI BREAST BILATERAL WWO-87435/500.000000-ax 3d dyn MP-06358 | datasets/raw_data/Breast_MRI_003/01-01-1990-NA-MRI BREAST BILATERAL WWO-87435/504.000000-Ph4ax 3d dyn MP-41874 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.84451 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_003_lattice.pt | [
3,
64,
64,
64
] | [
156,
512,
512
] | [
95,
108,
350,
412,
81,
139
] | 183.100433 | 346.936371 | 0 | 5,232.581055 | 9,886.324219 | 34,416.824219 | 0 | 1,112,746.875 | 50.539921 | 131.002808 | -624.925293 | 3,002.60498 | 2026-04-15T21:43:53 | ||
Breast_MRI_001 | REVIEW | datasets/raw_data/Breast_MRI_001/01-01-1990-NA-MRI BREAST BILATERAL WWO-97538/14.000000-ax dyn 4th pass-47500 | datasets/raw_data/Breast_MRI_001/01-01-1990-NA-MRI BREAST BILATERAL WWO-97538/14.000000-ax dyn 4th pass-47500 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_001_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
88,
112,
233,
271,
307,
341
] | 31.568716 | 21.961153 | 0 | 158.942505 | 53.223251 | 105.561615 | 0 | 2,771.083496 | 0 | 0 | 0 | 0 | 2026-04-15T21:45:10 | ||
Breast_MRI_002 | OK | datasets/raw_data/Breast_MRI_002/01-01-1990-NA-MRI BREAST BILATERAL W WO-51972/600.000000-ax 3d dyn-25442 | datasets/raw_data/Breast_MRI_002/01-01-1990-NA-MRI BREAST BILATERAL W WO-51972/603.000000-Ph3ax 3d dyn-66447 | false | ax 3d dyn | ph3/ax 3d dyn | 0.880212 | [
0,
1,
1
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_002_lattice.pt | [
3,
64,
64,
64
] | [
142,
512,
512
] | [
58,
72,
250,
294,
107,
136
] | 292.883545 | 412.202881 | 0 | 2,295.094971 | 10,578.494141 | 28,701.507813 | 0 | 455,671.625 | 54.811348 | 163.915176 | -921.681274 | 1,424.798584 | 2026-04-15T21:45:27 | ||
Breast_MRI_003 | OK | datasets/raw_data/Breast_MRI_003/01-01-1990-NA-MRI BREAST BILATERAL WWO-87435/500.000000-ax 3d dyn MP-06358 | datasets/raw_data/Breast_MRI_003/01-01-1990-NA-MRI BREAST BILATERAL WWO-87435/504.000000-Ph4ax 3d dyn MP-41874 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.84451 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_003_lattice.pt | [
3,
64,
64,
64
] | [
156,
512,
512
] | [
95,
108,
350,
412,
81,
139
] | 183.100433 | 346.936371 | 0 | 5,232.581055 | 9,886.324219 | 34,416.824219 | 0 | 1,112,746.875 | 50.539921 | 131.002808 | -624.925293 | 3,002.60498 | 2026-04-15T21:45:46 | ||
Breast_MRI_004 | OK | datasets/raw_data/Breast_MRI_004/01-01-1990-NA-MRI BREAST BILATERAL WWO-68914/500.000000-ax 3d dyn-57340 | datasets/raw_data/Breast_MRI_004/01-01-1990-NA-MRI BREAST BILATERAL WWO-68914/503.000000-Ph3ax 3d dyn-95896 | false | ax 3d dyn | ph3/ax 3d dyn | 0.809016 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_004_lattice.pt | [
3,
64,
64,
64
] | [
164,
512,
512
] | [
85,
95,
261,
280,
192,
204
] | 156.962936 | 171.92421 | 0 | 1,059.304932 | 1,781.237671 | 4,365.889648 | 0 | 125,486.78125 | 35.837013 | 79.215034 | -313.729553 | 620.015564 | 2026-04-15T21:46:03 | ||
Breast_MRI_005 | REVIEW | datasets/raw_data/Breast_MRI_005/01-01-1990-NA-BREASTROUTINE CA-77718/11.000000-ax dyn 3rd pass-67472 | datasets/raw_data/Breast_MRI_005/01-01-1990-NA-BREASTROUTINE CA-77718/11.000000-ax dyn 3rd pass-67472 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_005_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
75,
122,
187,
213,
137,
178
] | 52.656296 | 93.356476 | 0 | 564.566711 | 521.182068 | 1,616.692505 | 0 | 32,833.160156 | 0 | 0 | 0 | 0 | 2026-04-15T21:46:13 | ||
Breast_MRI_006 | REVIEW | datasets/raw_data/Breast_MRI_006/01-01-1990-NA-MRI BREAST BILATERAL WWO-27236/9.000000-ax 3d dyn 4th pass-99142 | datasets/raw_data/Breast_MRI_006/01-01-1990-NA-MRI BREAST BILATERAL WWO-27236/9.000000-ax 3d dyn 4th pass-99142 | true | ax 3d dyn 4th pass | ax 3d dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_006_lattice.pt | [
3,
64,
64,
64
] | [
148,
512,
512
] | [
38,
48,
330,
371,
407,
434
] | 538.841309 | 1,159.295654 | 0 | 6,681.944336 | 65,521.675781 | 206,729.453125 | 0 | 4,879,856 | 0 | 0 | 0 | 0 | 2026-04-15T21:46:28 | ||
Breast_MRI_007 | REVIEW | datasets/raw_data/Breast_MRI_007/01-01-1990-NA-BREASTROUTINE-39586/11.000000-ax dyn 3rd pass-48922 | datasets/raw_data/Breast_MRI_007/01-01-1990-NA-BREASTROUTINE-39586/11.000000-ax dyn 3rd pass-48922 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_007_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
99,
111,
207,
220,
270,
289
] | 124.133591 | 139.240509 | 0 | 628.098389 | 919.940674 | 1,828.992188 | 0 | 29,417.5 | -0 | 0 | -0 | 0 | 2026-04-15T21:46:42 | ||
Breast_MRI_008 | REVIEW | datasets/raw_data/Breast_MRI_008/01-01-1990-NA-MRI BREAST BILATERAL WWO-56538/16.000000-ax dyn 4th pass-48106 | datasets/raw_data/Breast_MRI_008/01-01-1990-NA-MRI BREAST BILATERAL WWO-56538/16.000000-ax dyn 4th pass-48106 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_008_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
42,
55,
179,
206,
103,
135
] | 45.038036 | 64.448624 | 0 | 272.566193 | 202.166565 | 630.916626 | 0 | 9,048.822266 | 0 | 0 | 0 | 0 | 2026-04-15T21:46:53 | ||
Breast_MRI_009 | OK | datasets/raw_data/Breast_MRI_009/01-01-1990-NA-MRI BREAST BILATERAL W WO-71702/600.000000-ax 3d dyn-66184 | datasets/raw_data/Breast_MRI_009/01-01-1990-NA-MRI BREAST BILATERAL W WO-71702/603.000000-Ph3ax 3d dyn-90100 | false | ax 3d dyn | ph3/ax 3d dyn | 0.841952 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_009_lattice.pt | [
3,
64,
64,
64
] | [
156,
512,
512
] | [
65,
91,
214,
270,
343,
388
] | 476.352448 | 502.583038 | 0 | 2,511.693359 | 13,696.977539 | 26,021.216797 | 0 | 439,791.125 | 206.242294 | 280.877777 | -330.239014 | 1,919.496338 | 2026-04-15T21:47:07 | ||
Breast_MRI_010 | OK | datasets/raw_data/Breast_MRI_010/01-01-1990-NA-MRI BREAST BILATERAL WWO-92212/600.000000-ax 3d dyn-21046 | datasets/raw_data/Breast_MRI_010/01-01-1990-NA-MRI BREAST BILATERAL WWO-92212/603.000000-Ph3ax 3d dyn-64577 | false | ax 3d dyn | ph3/ax 3d dyn | 0.826524 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_010_lattice.pt | [
3,
64,
64,
64
] | [
146,
512,
512
] | [
104,
132,
281,
349,
54,
112
] | 232.514893 | 391.799896 | 0 | 5,417.516602 | 14,464.700195 | 55,169.652344 | 0 | 1,884,835 | 86.832565 | 231.052963 | -1,304.422729 | 4,092.339355 | 2026-04-15T21:47:20 | ||
Breast_MRI_011 | OK | datasets/raw_data/Breast_MRI_011/01-01-1990-NA-MRI BREAST BILATERAL WWO-08502/500.000000-ax 3d dyn MP-96091 | datasets/raw_data/Breast_MRI_011/01-01-1990-NA-MRI BREAST BILATERAL WWO-08502/504.000000-Ph4ax 3d dyn MP-44734 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.850043 | [
0,
1,
1
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_011_lattice.pt | [
3,
64,
64,
64
] | [
184,
512,
512
] | [
51,
86,
264,
317,
371,
443
] | 357.527222 | 575.122925 | 0 | 4,532.801758 | 28,285.882813 | 71,377.289063 | 0 | 1,164,915 | 109.390053 | 251.221298 | -876.292175 | 2,865.947754 | 2026-04-15T21:47:39 | ||
Breast_MRI_012 | OK | datasets/raw_data/Breast_MRI_012/01-01-1990-NA-MRI BREAST BILATERAL W WO-75086/600.000000-ax dynamic-36221 | datasets/raw_data/Breast_MRI_012/01-01-1990-NA-MRI BREAST BILATERAL W WO-75086/603.000000-Ph3ax dynamic-41756 | false | ax dynamic | ph3/ax dynamic | 0.91141 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_012_lattice.pt | [
3,
64,
64,
64
] | [
178,
512,
512
] | [
46,
97,
238,
390,
295,
431
] | 496.944061 | 823.950195 | 0 | 10,591.748047 | 58,004.410156 | 173,949.03125 | 0 | 5,655,877 | 209.667755 | 416.041443 | -1,039.01062 | 6,487.080078 | 2026-04-15T21:47:56 | ||
Breast_MRI_013 | OK | datasets/raw_data/Breast_MRI_013/01-01-1990-NA-MRI BREAST BILATERAL WWO CONTRAST W 3D-95246/500.000000-ax dynamic-90045 | datasets/raw_data/Breast_MRI_013/01-01-1990-NA-MRI BREAST BILATERAL WWO CONTRAST W 3D-95246/503.000000-Ph3ax dynamic-01831 | false | ax dynamic | ph3/ax dynamic | 0.815846 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_013_lattice.pt | [
3,
64,
64,
64
] | [
174,
512,
512
] | [
55,
103,
289,
358,
118,
178
] | 1,071.648682 | 932.223938 | 0 | 5,859.289551 | 70,731.84375 | 115,298.296875 | 0 | 1,788,829.75 | 526.888794 | 620.536926 | -2,856.32251 | 4,711.436035 | 2026-04-15T21:48:13 | ||
Breast_MRI_014 | REVIEW | datasets/raw_data/Breast_MRI_014/01-01-1990-NA-BREASTROUTINE DYNAMIC-16086/12.000000-ax dyn 3rd pass-43375 | datasets/raw_data/Breast_MRI_014/01-01-1990-NA-BREASTROUTINE DYNAMIC-16086/12.000000-ax dyn 3rd pass-43375 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_014_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
53,
62,
160,
173,
94,
106
] | 111.031921 | 69.83989 | 0 | 258.839844 | 388.756927 | 911.635498 | 0 | 10,390.480469 | 0 | 0 | 0 | 0 | 2026-04-15T21:48:27 | ||
Breast_MRI_015 | REVIEW | datasets/raw_data/Breast_MRI_015/01-01-1990-NA-MRI BREAST BILATERAL WWO-54345/14.000000-ax dyn 3rd pass-72199 | datasets/raw_data/Breast_MRI_015/01-01-1990-NA-MRI BREAST BILATERAL WWO-54345/14.000000-ax dyn 3rd pass-72199 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_015_lattice.pt | [
3,
64,
64,
64
] | [
112,
448,
448
] | [
75,
87,
142,
185,
81,
114
] | 61.509632 | 100.976891 | 0 | 596.065063 | 587.768433 | 1,278.29248 | 0 | 15,530.123047 | -0 | 0 | -0.000008 | 0 | 2026-04-15T21:48:35 | ||
Breast_MRI_016 | OK | datasets/raw_data/Breast_MRI_016/01-01-1990-NA-MRI BREAST BILATERAL W WO-58730/600.000000-ax dyn-93367 | datasets/raw_data/Breast_MRI_016/01-01-1990-NA-MRI BREAST BILATERAL W WO-58730/604.000000-Ph4ax dyn-53134 | false | ax dyn | ph4/ax dyn | 0.832007 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_016_lattice.pt | [
3,
64,
64,
64
] | [
164,
512,
512
] | [
51,
106,
289,
389,
86,
170
] | 440.484589 | 525.978943 | 0 | 4,571.384766 | 14,773.59082 | 30,989.294922 | 0 | 449,052.6875 | 174.184189 | 348.611237 | -882.324829 | 3,601.039551 | 2026-04-15T21:48:50 | ||
Breast_MRI_017 | REVIEW | datasets/raw_data/Breast_MRI_017/01-01-1990-NA-BREASTROUTINE DYNAMICS-26640/16.000000-ax dyn 3rd pass-21608 | datasets/raw_data/Breast_MRI_017/01-01-1990-NA-BREASTROUTINE DYNAMICS-26640/16.000000-ax dyn 3rd pass-21608 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_017_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
107,
120,
54,
74,
305,
321
] | 11.74395 | 16.599215 | 0 | 213.639999 | 26.931808 | 221.62558 | 0 | 6,139.550781 | 0 | 0 | 0 | 0 | 2026-04-15T21:49:02 | ||
Breast_MRI_018 | REVIEW | datasets/raw_data/Breast_MRI_018/01-01-1990-NA-BREASTROUTINE DYNAMIC-32826/14.000000-ax dyn 3rd pass-71840 | datasets/raw_data/Breast_MRI_018/01-01-1990-NA-BREASTROUTINE DYNAMIC-32826/14.000000-ax dyn 3rd pass-71840 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_018_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
143,
164,
108,
188,
83,
120
] | 10.626143 | 31.818104 | 0 | 335.693787 | 62.438519 | 284.218109 | 0 | 4,129.509766 | 0 | 0 | 0 | 0 | 2026-04-15T21:49:16 | ||
Breast_MRI_019 | REVIEW | datasets/raw_data/Breast_MRI_019/01-01-1990-NA-MRI BREAST BILATERAL WWO-57702/11.000000-ax dyn 3rd pass-87531 | datasets/raw_data/Breast_MRI_019/01-01-1990-NA-MRI BREAST BILATERAL WWO-57702/11.000000-ax dyn 3rd pass-87531 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_019_lattice.pt | [
3,
64,
64,
64
] | [
160,
320,
320
] | [
62,
97,
111,
139,
194,
240
] | 123.710876 | 161.131577 | 0 | 943.294067 | 1,706.906738 | 3,648.461914 | 0 | 67,747.023438 | -0 | 0 | -0 | 0 | 2026-04-15T21:49:21 | ||
Breast_MRI_020 | WARNING | datasets/raw_data/Breast_MRI_020/01-01-1990-NA-MRI BREAST BILATERAL WWO-60613/500.000000-ax 3d dyn-20070 | datasets/raw_data/Breast_MRI_020/01-01-1990-NA-MRI BREAST BILATERAL WWO-60613/503.000000-Ph3ax 3d dyn-19491 | false | ax 3d dyn | ph3/ax 3d dyn | 0.758793 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_020_lattice.pt | [
3,
64,
64,
64
] | [
174,
512,
512
] | [
77,
91,
378,
411,
400,
438
] | 188.061646 | 319.002136 | 0 | 2,226.634521 | 5,771.010254 | 18,599.541016 | 0 | 368,101.25 | 65.818115 | 178.260345 | -431.358856 | 1,526.085693 | 2026-04-15T21:49:39 | ||
Breast_MRI_021 | WARNING | datasets/raw_data/Breast_MRI_021/01-01-1990-NA-MRI BREAST BILATERAL W WO-79396/600.000000-ax dynamic-73046 | datasets/raw_data/Breast_MRI_021/01-01-1990-NA-MRI BREAST BILATERAL W WO-79396/603.000000-Ph3ax dynamic-36887 | false | ax dynamic | ph3/ax dynamic | 0.681621 | [
0,
7,
3
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_021_lattice.pt | [
3,
64,
64,
64
] | [
176,
512,
512
] | [
113,
131,
323,
359,
72,
109
] | 243.112274 | 286.567413 | 0 | 4,352.705078 | 9,449.05957 | 39,998.851563 | 0 | 1,723,386.5 | 17.484861 | 271.343506 | -1,523.383911 | 4,141.882324 | 2026-04-15T21:49:57 | ||
Breast_MRI_022 | REVIEW | datasets/raw_data/Breast_MRI_022/01-01-1990-NA-MRI BREAST BILATERAL WWO-87462/19.000000-ax dyn 4th pass-88681 | datasets/raw_data/Breast_MRI_022/01-01-1990-NA-MRI BREAST BILATERAL WWO-87462/19.000000-ax dyn 4th pass-88681 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_022_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
47,
81,
72,
110,
315,
366
] | 63.106247 | 48.657871 | 0 | 313.528412 | 240.320068 | 415.469177 | 0 | 6,351.796875 | 0 | 0 | 0 | 0 | 2026-04-15T21:50:08 | ||
Breast_MRI_023 | REVIEW | datasets/raw_data/Breast_MRI_023/01-01-1990-NA-BREASTROUTINE CA-76733/11.000000-ax dyn 3rd pass-05076 | datasets/raw_data/Breast_MRI_023/01-01-1990-NA-BREASTROUTINE CA-76733/11.000000-ax dyn 3rd pass-05076 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_023_lattice.pt | [
3,
64,
64,
64
] | [
192,
448,
448
] | [
92,
115,
113,
155,
339,
369
] | 50.81538 | 75.057854 | 0 | 469.325317 | 355.986267 | 1,023.049988 | 0 | 15,399.041016 | -0 | 0 | -0.000004 | 0 | 2026-04-15T21:50:22 | ||
Breast_MRI_024 | OK | datasets/raw_data/Breast_MRI_024/01-01-1990-NA-MRI BREAST BILATERAL W WO-98313/600.000000-ax dynamic-64443 | datasets/raw_data/Breast_MRI_024/01-01-1990-NA-MRI BREAST BILATERAL W WO-98313/603.000000-Ph3ax dynamic-59561 | false | ax dynamic | ph3/ax dynamic | 0.866693 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_024_lattice.pt | [
3,
64,
64,
64
] | [
180,
512,
512
] | [
88,
94,
390,
398,
197,
206
] | 1,772.578125 | 1,698.589111 | 0 | 5,510.506348 | 98,294.3125 | 343,773.75 | 0 | 4,019,776.5 | 991.1474 | 1,050.803223 | -180.412292 | 3,528.330078 | 2026-04-15T21:50:40 | ||
Breast_MRI_025 | OK | datasets/raw_data/Breast_MRI_025/01-01-1990-NA-MRI BREAST BILATERAL W WO-85780/500.000000-ax 3d dyn-77160 | datasets/raw_data/Breast_MRI_025/01-01-1990-NA-MRI BREAST BILATERAL W WO-85780/503.000000-Ph3ax 3d dyn-52571 | false | ax 3d dyn | ph3/ax 3d dyn | 0.85263 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_025_lattice.pt | [
3,
64,
64,
64
] | [
156,
512,
512
] | [
28,
46,
222,
252,
68,
94
] | 393.193573 | 303.629486 | 0 | 3,305.532227 | 11,489.379883 | 28,143.363281 | 0 | 949,055.875 | 107.716354 | 204.055817 | -671.397522 | 2,480.165527 | 2026-04-15T21:50:53 | ||
Breast_MRI_026 | REVIEW | datasets/raw_data/Breast_MRI_026/01-01-1990-NA-BREASTROUTINE-02973/16.000000-ax dyn 3rd pass-54075 | datasets/raw_data/Breast_MRI_026/01-01-1990-NA-BREASTROUTINE-02973/16.000000-ax dyn 3rd pass-54075 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_026_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
157,
184,
152,
197,
75,
115
] | 7.723679 | 11.101177 | 0 | 217.189896 | 16.57513 | 127.849594 | 0 | 4,485.190918 | -0 | 0 | -0.000001 | 0 | 2026-04-15T21:51:08 | ||
Breast_MRI_027 | REVIEW | datasets/raw_data/Breast_MRI_027/01-01-1990-NA-BREASTROUTINE DYNAMICS-55404/12.000000-ax dyn 3rd pass-69887 | datasets/raw_data/Breast_MRI_027/01-01-1990-NA-BREASTROUTINE DYNAMICS-55404/12.000000-ax dyn 3rd pass-69887 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_027_lattice.pt | [
3,
64,
64,
64
] | [
192,
448,
448
] | [
81,
99,
186,
214,
70,
99
] | 117.494179 | 71.972031 | 0 | 375.437134 | 525.762024 | 1,064.793823 | 0 | 21,698.734375 | -0 | 0 | -0 | 0 | 2026-04-15T21:51:21 | ||
Breast_MRI_028 | REVIEW | datasets/raw_data/Breast_MRI_028/01-01-1990-NA-BREASTROUTINE-58770/12.000000-ax dyn 3rd pass-75775 | datasets/raw_data/Breast_MRI_028/01-01-1990-NA-BREASTROUTINE-58770/12.000000-ax dyn 3rd pass-75775 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_028_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
77,
146,
100,
189,
258,
338
] | 100.10585 | 129.788147 | 0 | 780.878052 | 1,222.986816 | 2,807.739014 | 0 | 49,576.492188 | -0 | 0 | -0.000031 | 0 | 2026-04-15T21:51:37 | ||
Breast_MRI_029 | OK | datasets/raw_data/Breast_MRI_029/01-01-1990-NA-MR BREAST BILAT W AND W-O CONT -DR-55714/400.000000-Ax Vibrant MultiPhase-01081 | datasets/raw_data/Breast_MRI_029/01-01-1990-NA-MR BREAST BILAT W AND W-O CONT -DR-55714/404.000000-Ph4Ax Vibrant MultiPhase-34409 | false | ax vibrant multiphase | ph4/ax vibrant multiphase | 0.865884 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_029_lattice.pt | [
3,
64,
64,
64
] | [
192,
512,
512
] | [
164,
171,
290,
309,
379,
401
] | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -0 | 0 | 2026-04-15T21:51:58 | ||
Breast_MRI_030 | OK | datasets/raw_data/Breast_MRI_030/01-01-1990-NA-MRI BREAST BILATERAL WWO-47611/500.000000-ax 3d dyn MP-00288 | datasets/raw_data/Breast_MRI_030/01-01-1990-NA-MRI BREAST BILATERAL WWO-47611/504.000000-Ph4ax 3d dyn MP-03747 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.839884 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_030_lattice.pt | [
3,
64,
64,
64
] | [
190,
512,
512
] | [
103,
116,
242,
282,
113,
151
] | 489.591461 | 796.671692 | 0 | 6,574.022949 | 42,422.039063 | 109,107.21875 | 0 | 2,120,637.5 | 224.60788 | 523.925659 | -3,954.041504 | 5,011.341797 | 2026-04-15T21:52:18 | ||
Breast_MRI_031 | OK | datasets/raw_data/Breast_MRI_031/01-01-1990-NA-MRI BREAST BILATERAL WWO-78686/500.000000-ax 3d dyn MP-43849 | datasets/raw_data/Breast_MRI_031/01-01-1990-NA-MRI BREAST BILATERAL WWO-78686/504.000000-Ph4ax 3d dyn MP-04215 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.886947 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_031_lattice.pt | [
3,
64,
64,
64
] | [
162,
512,
512
] | [
88,
108,
404,
438,
374,
411
] | 987.555176 | 747.620605 | 0 | 5,494.447754 | 66,335.726563 | 168,081.84375 | 0 | 4,064,623 | 351.463928 | 363.152191 | -1,134.818726 | 4,049.172363 | 2026-04-15T21:52:32 | ||
Breast_MRI_032 | OK | datasets/raw_data/Breast_MRI_032/01-01-1990-NA-MRI BREAST BILATERAL W WO-05540/500.000000-ax dyn-48775 | datasets/raw_data/Breast_MRI_032/01-01-1990-NA-MRI BREAST BILATERAL W WO-05540/504.000000-Ph4ax dyn-62169 | false | ax dyn | ph4/ax dyn | 0.815547 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_032_lattice.pt | [
3,
64,
64,
64
] | [
178,
512,
512
] | [
109,
125,
338,
383,
334,
398
] | 75.31739 | 186.5121 | 0 | 2,092.545654 | 3,494.19458 | 12,068.245117 | 0 | 160,934.171875 | 10.868683 | 64.168831 | -479.15274 | 1,226.629028 | 2026-04-15T21:52:50 | ||
Breast_MRI_033 | WARNING | datasets/raw_data/Breast_MRI_033/01-01-1990-NA-e1 MRI 3D REFORMATION NON INDEPENDENT WORKSTATION-25139/500.000000-ax dynamic-61308 | datasets/raw_data/Breast_MRI_033/01-01-1990-NA-e1 MRI 3D REFORMATION NON INDEPENDENT WORKSTATION-25139/503.000000-Ph3ax dynamic-30246 | false | ax dynamic | ph3/ax dynamic | 0.78888 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_033_lattice.pt | [
3,
64,
64,
64
] | [
174,
512,
512
] | [
81,
115,
294,
396,
100,
161
] | 159.19696 | 378.670258 | 0 | 4,596.447754 | 10,188.364258 | 43,108.296875 | 0 | 1,171,463 | 53.042099 | 189.454987 | -874.472168 | 3,315.266846 | 2026-04-15T21:53:11 | ||
Breast_MRI_034 | OK | datasets/raw_data/Breast_MRI_034/01-01-1990-NA-MRI BREAST BILATERAL WWO-28904/800.000000-ax 3d dyn MP-44471 | datasets/raw_data/Breast_MRI_034/01-01-1990-NA-MRI BREAST BILATERAL WWO-28904/804.000000-Ph4ax 3d dyn MP-70533 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.906876 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_034_lattice.pt | [
3,
64,
64,
64
] | [
148,
512,
512
] | [
47,
93,
308,
449,
360,
430
] | 269.198364 | 633.124939 | 0 | 8,210.011719 | 27,283.933594 | 97,988.09375 | 0 | 3,383,809.5 | 113.469574 | 312.474548 | -449.753571 | 4,738.862793 | 2026-04-15T21:53:29 | ||
Breast_MRI_035 | OK | datasets/raw_data/Breast_MRI_035/01-01-1990-NA-MRI BREAST BILATERAL WWO-43376/500.000000-ax 3d dyn MP-89635 | datasets/raw_data/Breast_MRI_035/01-01-1990-NA-MRI BREAST BILATERAL WWO-43376/504.000000-Ph4ax 3d dyn MP-66741 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.820365 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_035_lattice.pt | [
3,
64,
64,
64
] | [
166,
512,
512
] | [
87,
117,
279,
353,
82,
126
] | 364.917542 | 645.309265 | 0 | 6,340.117676 | 23,587.214844 | 83,219.78125 | 0 | 3,405,665.5 | 116.983948 | 267.256653 | -595.921387 | 4,429.098633 | 2026-04-15T21:53:48 | ||
Breast_MRI_036 | OK | datasets/raw_data/Breast_MRI_036/01-01-1990-NA-MRI BREAST BILATERAL W WO-01794/600.000000-ax 3d dyn-78090 | datasets/raw_data/Breast_MRI_036/01-01-1990-NA-MRI BREAST BILATERAL W WO-01794/603.000000-Ph3ax 3d dyn-89934 | false | ax 3d dyn | ph3/ax 3d dyn | 0.810334 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_036_lattice.pt | [
3,
64,
64,
64
] | [
144,
512,
512
] | [
100,
114,
301,
329,
357,
389
] | 307.649139 | 313.446564 | 0 | 2,179.432373 | 8,865.083008 | 21,646.103516 | 0 | 353,129.4375 | 142.85585 | 205.879013 | -594.15625 | 2,037.316772 | 2026-04-15T21:54:04 | ||
Breast_MRI_037 | REVIEW | datasets/raw_data/Breast_MRI_037/01-01-1990-NA-MRI BREAST BILATERAL WWO-90987/11.000000-ax dyn 3rd pass-65114 | datasets/raw_data/Breast_MRI_037/01-01-1990-NA-MRI BREAST BILATERAL WWO-90987/11.000000-ax dyn 3rd pass-65114 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_037_lattice.pt | [
3,
64,
64,
64
] | [
144,
320,
320
] | [
87,
95,
103,
114,
212,
225
] | 69.578255 | 66.140167 | 0 | 341.353058 | 244.119888 | 633.68988 | 0 | 6,039.920898 | 0 | 0 | 0 | 0 | 2026-04-15T21:54:09 | ||
Breast_MRI_038 | OK | datasets/raw_data/Breast_MRI_038/01-01-1990-NA-MRI BREAST BILATERAL W WO-41591/500.000000-ax 3d dyn-60939 | datasets/raw_data/Breast_MRI_038/01-01-1990-NA-MRI BREAST BILATERAL W WO-41591/503.000000-Ph3ax 3d dyn-79199 | false | ax 3d dyn | ph3/ax 3d dyn | 0.876221 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_038_lattice.pt | [
3,
64,
64,
64
] | [
162,
512,
512
] | [
120,
139,
254,
291,
369,
410
] | 312.702637 | 279.564545 | 0 | 4,420.015137 | 10,133.526367 | 38,799.273438 | 0 | 1,148,596 | 122.343063 | 163.546158 | -291.102478 | 3,451.283447 | 2026-04-15T21:54:26 | ||
Breast_MRI_039 | REVIEW | datasets/raw_data/Breast_MRI_039/01-01-1990-NA-MRI BREAST BILATERAL WWO-72465/13.000000-ax dyn 4th pass-19196 | datasets/raw_data/Breast_MRI_039/01-01-1990-NA-MRI BREAST BILATERAL WWO-72465/13.000000-ax dyn 4th pass-19196 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_039_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
63,
77,
249,
271,
339,
360
] | 38.148861 | 23.714527 | 0 | 147.161163 | 54.711906 | 142.257919 | 0 | 3,026.165527 | 0 | 0 | 0 | 0 | 2026-04-15T21:54:37 | ||
Breast_MRI_040 | REVIEW | datasets/raw_data/Breast_MRI_040/01-01-1990-NA-MRI BREAST BILATERAL WWO-63729/13.000000-ax dyn 4th pass-63018 | datasets/raw_data/Breast_MRI_040/01-01-1990-NA-MRI BREAST BILATERAL WWO-63729/13.000000-ax dyn 4th pass-63018 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_040_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
70,
102,
162,
247,
63,
112
] | 13.127491 | 24.825985 | 0 | 174.515915 | 35.059238 | 99.261139 | 0 | 1,439.964233 | 0 | 0 | 0 | 0 | 2026-04-15T21:54:48 | ||
Breast_MRI_041 | OK | datasets/raw_data/Breast_MRI_041/01-01-1990-NA-MRI BREAST BILATERAL WWO-63832/500.000000-ax 3d dyn MP-60093 | datasets/raw_data/Breast_MRI_041/01-01-1990-NA-MRI BREAST BILATERAL WWO-63832/504.000000-Ph4ax 3d dyn MP-74038 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.813789 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_041_lattice.pt | [
3,
64,
64,
64
] | [
168,
512,
512
] | [
68,
100,
294,
360,
123,
164
] | 572.419495 | 958.773376 | 0 | 7,133.211914 | 50,361.117188 | 128,843.453125 | 0 | 2,562,846 | 260.395386 | 565.475281 | -782 | 5,279.814941 | 2026-04-15T21:55:04 | ||
Breast_MRI_042 | REVIEW | datasets/raw_data/Breast_MRI_042/01-01-1990-NA-BREASTlesion evaluation-16139/13.000000-ax dyn 3rd pass-88122 | datasets/raw_data/Breast_MRI_042/01-01-1990-NA-BREASTlesion evaluation-16139/13.000000-ax dyn 3rd pass-88122 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_042_lattice.pt | [
3,
64,
64,
64
] | [
192,
448,
448
] | [
87,
136,
81,
159,
119,
162
] | 30.123308 | 73.414207 | 0 | 783.663391 | 427.168549 | 1,610.791016 | 0 | 35,575.84375 | -0 | 0 | -0.000008 | 0 | 2026-04-15T21:55:17 | ||
Breast_MRI_043 | REVIEW | datasets/raw_data/Breast_MRI_043/01-01-1990-NA-MRI BREAST BILATERAL WWO-97495/8.000000-ax 3d dyn 4th pass-17280 | datasets/raw_data/Breast_MRI_043/01-01-1990-NA-MRI BREAST BILATERAL WWO-97495/8.000000-ax 3d dyn 4th pass-17280 | true | ax 3d dyn 4th pass | ax 3d dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_043_lattice.pt | [
3,
64,
64,
64
] | [
188,
512,
512
] | [
114,
143,
245,
292,
366,
408
] | 1,141.309448 | 912.69458 | 0 | 4,786.833984 | 72,042.945313 | 137,455.40625 | 0 | 1,864,151.25 | 0 | 0 | 0 | 0 | 2026-04-15T21:55:35 | ||
Breast_MRI_044 | REVIEW | datasets/raw_data/Breast_MRI_044/01-01-1990-NA-MRI BREAST BILATERAL WWO-20599/16.000000-ax dyn 4th pass-57432 | datasets/raw_data/Breast_MRI_044/01-01-1990-NA-MRI BREAST BILATERAL WWO-20599/16.000000-ax dyn 4th pass-57432 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_044_lattice.pt | [
3,
64,
64,
64
] | [
128,
448,
448
] | [
71,
85,
159,
194,
297,
337
] | 30.31287 | 43.7742 | 0 | 250.276566 | 98.201035 | 325.931183 | 0 | 7,850.168945 | 0 | 0 | 0 | 0 | 2026-04-15T21:55:43 | ||
Breast_MRI_045 | OK | datasets/raw_data/Breast_MRI_045/01-01-1990-NA-MRI BREAST BILATERAL W WO-89008/500.000000-ax dyn-17508 | datasets/raw_data/Breast_MRI_045/01-01-1990-NA-MRI BREAST BILATERAL W WO-89008/503.000000-Ph3ax dyn-87454 | false | ax dyn | ph3/ax dyn | 0.807212 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_045_lattice.pt | [
3,
64,
64,
64
] | [
188,
512,
512
] | [
49,
82,
287,
352,
127,
190
] | 302.131775 | 268.158112 | 0 | 2,776.02002 | 7,861.216797 | 17,478.824219 | 0 | 511,041 | 89.951691 | 137.239532 | -446.581451 | 2,064.536621 | 2026-04-15T21:56:01 | ||
Breast_MRI_046 | REVIEW | datasets/raw_data/Breast_MRI_046/01-01-1990-NA-BREASTROUTINE-96576/11.000000-ax dyn 3rd pass-76285 | datasets/raw_data/Breast_MRI_046/01-01-1990-NA-BREASTROUTINE-96576/11.000000-ax dyn 3rd pass-76285 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_046_lattice.pt | [
3,
64,
64,
64
] | [
256,
448,
448
] | [
101,
190,
98,
205,
76,
162
] | 38.916683 | 60.925163 | 0 | 694.986084 | 330.390656 | 762.884277 | 0 | 17,664.128906 | -0 | 0 | -0.000015 | 0 | 2026-04-15T21:56:18 | ||
Breast_MRI_047 | WARNING | datasets/raw_data/Breast_MRI_047/01-01-1990-NA-MRI BREAST BILATERAL WWO-25878/500.000000-ax 3d dyn-46655 | datasets/raw_data/Breast_MRI_047/01-01-1990-NA-MRI BREAST BILATERAL WWO-25878/503.000000-Ph3ax 3d dyn-73650 | false | ax 3d dyn | ph3/ax 3d dyn | 0.757251 | [
0,
-1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_047_lattice.pt | [
3,
64,
64,
64
] | [
160,
512,
512
] | [
60,
94,
335,
398,
115,
163
] | 250.39238 | 326.279694 | 0 | 2,664.440186 | 8,406.15332 | 21,160.451172 | 0 | 346,837.875 | 80.406708 | 197.826324 | -822.396057 | 2,088.461914 | 2026-04-15T21:56:33 | ||
Breast_MRI_048 | REVIEW | datasets/raw_data/Breast_MRI_048/01-01-1990-NA-BREASTROUTINE DYNAMICS-77405/11.000000-ax dyn 3rd pass-70193 | datasets/raw_data/Breast_MRI_048/01-01-1990-NA-BREASTROUTINE DYNAMICS-77405/11.000000-ax dyn 3rd pass-70193 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_048_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
88,
109,
121,
154,
275,
298
] | 79.028595 | 73.071053 | 0 | 416.295807 | 348.168213 | 819.688293 | 0 | 11,301.506836 | 0 | 0 | 0 | 0 | 2026-04-15T21:56:44 | ||
Breast_MRI_049 | REVIEW | datasets/raw_data/Breast_MRI_049/01-01-1990-NA-MRI BREAST BILATERAL WWO-47069/8.000000-ax 3d dyn 4th pass-10927 | datasets/raw_data/Breast_MRI_049/01-01-1990-NA-MRI BREAST BILATERAL WWO-47069/8.000000-ax 3d dyn 4th pass-10927 | true | ax 3d dyn 4th pass | ax 3d dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_049_lattice.pt | [
3,
64,
64,
64
] | [
164,
512,
512
] | [
55,
65,
325,
348,
376,
395
] | 1,393.016602 | 1,408.230591 | 0 | 5,321.644043 | 81,240.304688 | 196,840.9375 | 0 | 2,677,200.5 | 0 | 0 | 0 | 0 | 2026-04-15T21:56:57 | ||
Breast_MRI_050 | OK | datasets/raw_data/Breast_MRI_050/01-01-1990-NA-MR BREAST BILAT W AND WO CONT-DR-52992/500.000000-Ax Vibrant MultiPhase-51377 | datasets/raw_data/Breast_MRI_050/01-01-1990-NA-MR BREAST BILAT W AND WO CONT-DR-52992/504.000000-Ph4Ax Vibrant MultiPhase-66263 | false | ax vibrant multiphase | ph4/ax vibrant multiphase | 0.959993 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_050_lattice.pt | [
3,
64,
64,
64
] | [
192,
512,
512
] | [
66,
83,
350,
371,
327,
352
] | 218.47287 | 447.732452 | 0 | 2,648.399414 | 10,294.573242 | 36,686.289063 | 0 | 610,622.1875 | 53.70742 | 125.409157 | -75.750671 | 1,578.367676 | 2026-04-15T21:57:15 | ||
Breast_MRI_051 | OK | datasets/raw_data/Breast_MRI_051/01-01-1990-NA-MRI BREAST BILATERAL WWO-57198/800.000000-ax 3d dyn-92797 | datasets/raw_data/Breast_MRI_051/01-01-1990-NA-MRI BREAST BILATERAL WWO-57198/803.000000-Ph3ax 3d dyn-09091 | false | ax 3d dyn | ph3/ax 3d dyn | 0.886692 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_051_lattice.pt | [
3,
64,
64,
64
] | [
200,
512,
512
] | [
100,
113,
290,
336,
372,
389
] | 78.948975 | 239.496613 | 0 | 2,412 | 3,969.946289 | 15,847.836914 | 0 | 400,034.40625 | 31.764671 | 110.31974 | -511.04364 | 1,664 | 2026-04-15T21:57:33 | ||
Breast_MRI_052 | REVIEW | datasets/raw_data/Breast_MRI_052/01-01-1990-NA-BREASTROUTINEDYNAMICS-37889/13.000000-ax dyn 3rd pass-83003 | datasets/raw_data/Breast_MRI_052/01-01-1990-NA-BREASTROUTINEDYNAMICS-37889/13.000000-ax dyn 3rd pass-83003 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_052_lattice.pt | [
3,
64,
64,
64
] | [
128,
448,
448
] | [
53,
67,
147,
173,
339,
361
] | 110.721092 | 93.113556 | 0 | 432.072693 | 640.224121 | 1,207.45459 | 0 | 18,533.082031 | -0 | 0 | -0.000015 | 0 | 2026-04-15T21:57:43 | ||
Breast_MRI_053 | OK | datasets/raw_data/Breast_MRI_053/01-01-1990-NA-MRI BREAST BILATERAL WWO-57340/500.000000-ax 3d dyn-16045 | datasets/raw_data/Breast_MRI_053/01-01-1990-NA-MRI BREAST BILATERAL WWO-57340/503.000000-Ph3ax 3d dyn-46972 | false | ax 3d dyn | ph3/ax 3d dyn | 0.83339 | [
-1,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_053_lattice.pt | [
3,
64,
64,
64
] | [
176,
512,
512
] | [
80,
104,
294,
341,
101,
136
] | 789.678284 | 824.20459 | 0 | 3,966.806641 | 35,047.335938 | 79,403.71875 | 0 | 996,364.125 | 216.66658 | 393.547516 | -1,680.687256 | 3,773.651855 | 2026-04-15T21:57:58 | ||
Breast_MRI_054 | REVIEW | datasets/raw_data/Breast_MRI_054/01-01-1990-NA-MRI BREAST BILATERAL WWO-27832/8.000000-ax 3d dyn 4th pass-86023 | datasets/raw_data/Breast_MRI_054/01-01-1990-NA-MRI BREAST BILATERAL WWO-27832/8.000000-ax 3d dyn 4th pass-86023 | true | ax 3d dyn 4th pass | ax 3d dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_054_lattice.pt | [
3,
64,
64,
64
] | [
178,
512,
512
] | [
89,
112,
401,
440,
114,
157
] | 2,150.846924 | 2,574.441162 | 0 | 16,674.947266 | 464,326.25 | 1,057,756.25 | 0 | 20,140,092 | -0 | 0 | -0.000031 | 0 | 2026-04-15T21:58:13 | ||
Breast_MRI_055 | OK | datasets/raw_data/Breast_MRI_055/01-01-1990-NA-MRI BREAST BILATERAL WWO-16522/600.000000-ax 3d dyn MP-08824 | datasets/raw_data/Breast_MRI_055/01-01-1990-NA-MRI BREAST BILATERAL WWO-16522/604.000000-Ph4ax 3d dyn MP-08494 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.823869 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_055_lattice.pt | [
3,
64,
64,
64
] | [
170,
512,
512
] | [
57,
76,
245,
286,
109,
142
] | 526.546082 | 618.170837 | 0 | 3,703.753906 | 29,093.048828 | 74,821.867188 | 0 | 1,116,731.75 | 157.244293 | 272.643677 | -794.785339 | 2,191.953857 | 2026-04-15T21:58:28 | ||
Breast_MRI_056 | WARNING | datasets/raw_data/Breast_MRI_056/01-01-1990-NA-MRI BREAST BILATERAL WWO-94337/800.000000-ax 3d dyn-99320 | datasets/raw_data/Breast_MRI_056/01-01-1990-NA-MRI BREAST BILATERAL WWO-94337/803.000000-Ph3ax 3d dyn-83229 | false | ax 3d dyn | ph3/ax 3d dyn | 0.780458 | [
-2,
1,
-2
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_056_lattice.pt | [
3,
64,
64,
64
] | [
196,
512,
512
] | [
136,
172,
249,
316,
108,
185
] | 187.496887 | 283.065247 | 0 | 3,268.758789 | 6,717.879395 | 19,784.136719 | 0 | 302,605.125 | 66.903633 | 211.270126 | -2,033.608276 | 3,019.393799 | 2026-04-15T21:58:45 | ||
Breast_MRI_057 | REVIEW | datasets/raw_data/Breast_MRI_057/01-01-1990-NA-BREASTROUTINE DYNAMIC-90347/22.000000-ax dyn 3rd pass-05887 | datasets/raw_data/Breast_MRI_057/01-01-1990-NA-BREASTROUTINE DYNAMIC-90347/22.000000-ax dyn 3rd pass-05887 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_057_lattice.pt | [
3,
64,
64,
64
] | [
112,
448,
448
] | [
37,
94,
168,
251,
64,
165
] | 109.806313 | 128.60791 | 0 | 765.204895 | 1,159.94751 | 2,786.910156 | 0 | 40,309.15625 | -0 | 0 | -0 | 0 | 2026-04-15T21:58:53 | ||
Breast_MRI_058 | WARNING | datasets/raw_data/Breast_MRI_058/01-01-1990-NA-MRI BREAST BILATERAL W WO-43028/500.000000-ax 3d dyn-70972 | datasets/raw_data/Breast_MRI_058/01-01-1990-NA-MRI BREAST BILATERAL W WO-43028/503.000000-Ph3ax 3d dyn-79447 | false | ax 3d dyn | ph3/ax 3d dyn | 0.684614 | [
1,
0,
6
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_058_lattice.pt | [
3,
64,
64,
64
] | [
160,
512,
512
] | [
98,
118,
300,
363,
95,
155
] | 221.660065 | 258.588287 | 0 | 1,997.509766 | 4,961.928711 | 10,159.449219 | 0 | 223,826.1875 | 65.050056 | 170.861328 | -894.908752 | 1,600.717285 | 2026-04-15T21:59:07 | ||
Breast_MRI_059 | OK | datasets/raw_data/Breast_MRI_059/01-01-1990-NA-MRI BREAST BILATERAL WWO-32446/500.000000-ax 3d dyn-40958 | datasets/raw_data/Breast_MRI_059/01-01-1990-NA-MRI BREAST BILATERAL WWO-32446/503.000000-Ph3ax 3d dyn-26205 | false | ax 3d dyn | ph3/ax 3d dyn | 0.884546 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_059_lattice.pt | [
3,
64,
64,
64
] | [
182,
512,
512
] | [
78,
92,
364,
396,
147,
167
] | 645.295776 | 1,015.840149 | 0 | 5,540.403809 | 64,093.703125 | 171,681.40625 | 0 | 3,236,172 | 317.258698 | 540.224304 | -361.402405 | 3,740.009277 | 2026-04-15T21:59:25 | ||
Breast_MRI_060 | OK | datasets/raw_data/Breast_MRI_060/01-01-1990-NA-MRI BREAST BILATERAL WWO-38212/500.000000-ax 3d dyn MP-63967 | datasets/raw_data/Breast_MRI_060/01-01-1990-NA-MRI BREAST BILATERAL WWO-38212/504.000000-Ph4ax 3d dyn MP-65786 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.88537 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_060_lattice.pt | [
3,
64,
64,
64
] | [
178,
512,
512
] | [
113,
135,
219,
271,
363,
413
] | 595.843811 | 659.213135 | 0 | 5,813.208008 | 36,212.054688 | 87,384.8125 | 0 | 2,007,253 | 254.249374 | 352.580872 | -692.1875 | 4,215.898926 | 2026-04-15T21:59:42 | ||
Breast_MRI_061 | OK | datasets/raw_data/Breast_MRI_061/01-01-1990-NA-MRI BREAST BILATERAL W WO-56402/600.000000-ax dynamic-64740 | datasets/raw_data/Breast_MRI_061/01-01-1990-NA-MRI BREAST BILATERAL W WO-56402/603.000000-Ph3ax dynamic-88459 | false | ax dynamic | ph3/ax dynamic | 0.811429 | [
0,
2,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_061_lattice.pt | [
3,
64,
64,
64
] | [
174,
512,
512
] | [
60,
102,
256,
381,
77,
166
] | 430.909241 | 775.8349 | 0 | 5,423.785645 | 32,143.638672 | 88,864.25 | 0 | 2,852,505 | 206.409698 | 437.580292 | -578.911865 | 4,206.296875 | 2026-04-15T21:59:59 | ||
Breast_MRI_062 | OK | datasets/raw_data/Breast_MRI_062/01-01-1990-NA-MRI BREAST BILATERAL WWO-95260/600.000000-ax 3d dyn MP-52445 | datasets/raw_data/Breast_MRI_062/01-01-1990-NA-MRI BREAST BILATERAL WWO-95260/604.000000-Ph4ax 3d dyn MP-60178 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.819021 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_062_lattice.pt | [
3,
64,
64,
64
] | [
164,
512,
512
] | [
105,
121,
323,
345,
111,
139
] | 489.269775 | 400.97995 | 0 | 4,415.705566 | 14,576.049805 | 41,366.160156 | 0 | 1,944,532 | 214.829407 | 213.800232 | -365.48111 | 3,096.019531 | 2026-04-15T22:00:13 | ||
Breast_MRI_063 | REVIEW | datasets/raw_data/Breast_MRI_063/01-01-1990-NA-BREASTROUTINE CA-65532/11.000000-ax dyn 3rd pass-27886 | datasets/raw_data/Breast_MRI_063/01-01-1990-NA-BREASTROUTINE CA-65532/11.000000-ax dyn 3rd pass-27886 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_063_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
66,
146,
76,
193,
44,
181
] | 65.089775 | 92.105576 | 0 | 1,051.996704 | 728.032898 | 1,822.785522 | 0 | 33,933.984375 | -0 | 0 | -0 | 0 | 2026-04-15T22:00:25 | ||
Breast_MRI_064 | REVIEW | datasets/raw_data/Breast_MRI_064/01-01-1990-NA-MRI BREAST BILATERAL WWO-74041/9.000000-ax 3d dyn 4th pass-27923 | datasets/raw_data/Breast_MRI_064/01-01-1990-NA-MRI BREAST BILATERAL WWO-74041/9.000000-ax 3d dyn 4th pass-27923 | true | ax 3d dyn 4th pass | ax 3d dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_064_lattice.pt | [
3,
64,
64,
64
] | [
162,
512,
512
] | [
81,
98,
278,
312,
97,
137
] | 1,078.976563 | 1,374.464355 | 0 | 5,604.758301 | 83,473.890625 | 159,322.15625 | 0 | 2,238,062 | 0 | 0 | 0 | 0 | 2026-04-15T22:01:49 | ||
Breast_MRI_065 | OK | datasets/raw_data/Breast_MRI_065/01-01-1990-NA-MRI BREAST BILATERAL W WO-00968/700.000000-ax dynamic-26138 | datasets/raw_data/Breast_MRI_065/01-01-1990-NA-MRI BREAST BILATERAL W WO-00968/703.000000-Ph3ax dynamic-87062 | false | ax dynamic | ph3/ax dynamic | 0.929163 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_065_lattice.pt | [
3,
64,
64,
64
] | [
174,
512,
512
] | [
20,
64,
266,
317,
126,
186
] | 997.636475 | 674.650452 | 0 | 3,880.209229 | 36,003.167969 | 82,158.007813 | 0 | 1,339,715.5 | -29.690104 | 261.850128 | -2,019.254395 | 2,144.518555 | 2026-04-15T22:02:06 | ||
Breast_MRI_066 | OK | datasets/raw_data/Breast_MRI_066/01-01-1990-NA-MRI BREAST BILATERAL WWO-36015/600.000000-ax 3d dyn-57408 | datasets/raw_data/Breast_MRI_066/01-01-1990-NA-MRI BREAST BILATERAL WWO-36015/603.000000-Ph3ax 3d dyn-36478 | false | ax 3d dyn | ph3/ax 3d dyn | 0.856441 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_066_lattice.pt | [
3,
64,
64,
64
] | [
168,
512,
512
] | [
79,
105,
284,
319,
106,
137
] | 469.810211 | 385.903992 | 0 | 2,638.37085 | 12,223.361328 | 40,789.789063 | 0 | 976,099.25 | 191.683517 | 216.419922 | -366.401825 | 1,891.341797 | 2026-04-15T22:02:23 | ||
Breast_MRI_067 | REVIEW | datasets/raw_data/Breast_MRI_067/01-01-1990-NA-MRI BREAST BILATERAL WWO-10597/17.000000-ax dyn 4th pass-27740 | datasets/raw_data/Breast_MRI_067/01-01-1990-NA-MRI BREAST BILATERAL WWO-10597/17.000000-ax dyn 4th pass-27740 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_067_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
54,
69,
151,
181,
364,
387
] | 52.03492 | 52.768276 | 0 | 260.719727 | 179.95079 | 430.39325 | 0 | 7,151.469727 | 0 | 0 | 0 | 0 | 2026-04-15T22:02:35 | ||
Breast_MRI_068 | OK | datasets/raw_data/Breast_MRI_068/01-01-1990-NA-MRI BREAST BILATERAL WWO-06963/500.000000-ax 3d dyn MP-53836 | datasets/raw_data/Breast_MRI_068/01-01-1990-NA-MRI BREAST BILATERAL WWO-06963/504.000000-Ph4ax 3d dyn MP-93134 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.878638 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_068_lattice.pt | [
3,
64,
64,
64
] | [
186,
512,
512
] | [
71,
117,
287,
404,
78,
138
] | 320.225891 | 619.040955 | 0 | 6,953.414551 | 27,298.964844 | 82,483.84375 | 0 | 2,015,678.75 | 121.972717 | 323.145416 | -1,592.36377 | 4,985.925781 | 2026-04-15T22:02:55 | ||
Breast_MRI_069 | OK | datasets/raw_data/Breast_MRI_069/01-01-1990-NA-MRI BREAST BILATERAL W WO-11523/500.000000-ax dyn-08874 | datasets/raw_data/Breast_MRI_069/01-01-1990-NA-MRI BREAST BILATERAL W WO-11523/504.000000-Ph4ax dyn-37259 | false | ax dyn | ph4/ax dyn | 0.852115 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_069_lattice.pt | [
3,
64,
64,
64
] | [
196,
512,
512
] | [
113,
130,
308,
335,
326,
364
] | 141.248077 | 231.426102 | 0 | 1,481.851196 | 4,702.980469 | 16,776.886719 | 0 | 260,285.5625 | 43.0448 | 78.938347 | -297.510864 | 745.250122 | 2026-04-15T22:03:16 | ||
Breast_MRI_070 | OK | datasets/raw_data/Breast_MRI_070/01-01-1990-NA-MRI BREAST BILATERAL W WO-60193/500.000000-ax 3d dyn MP-68220 | datasets/raw_data/Breast_MRI_070/01-01-1990-NA-MRI BREAST BILATERAL W WO-60193/504.000000-Ph4ax 3d dyn MP-02001 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.846195 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_070_lattice.pt | [
3,
64,
64,
64
] | [
176,
512,
512
] | [
91,
108,
371,
411,
360,
395
] | 373.851501 | 646.550171 | 0 | 5,456.349121 | 38,947.636719 | 111,844.140625 | 0 | 1,752,173 | 121.101936 | 276.217621 | -1,228.117188 | 4,070.628906 | 2026-04-15T22:09:06 | ||
Breast_MRI_071 | OK | datasets/raw_data/Breast_MRI_071/01-01-1990-NA-MRI BREAST BILATERAL WWO-75351/500.000000-ax 3d dyn-75876 | datasets/raw_data/Breast_MRI_071/01-01-1990-NA-MRI BREAST BILATERAL WWO-75351/603.000000-Ph3ax 3d dyn-33125 | false | ax 3d dyn | ph3/ax 3d dyn | 0.860547 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_071_lattice.pt | [
3,
64,
64,
64
] | [
196,
512,
512
] | [
67,
95,
353,
402,
337,
378
] | 628.19635 | 479.77478 | 0 | 2,202.271973 | 18,125.929688 | 35,451.601563 | 0 | 484,041.25 | 79.998955 | 151.929214 | -645.196045 | 1,510.373535 | 2026-04-15T22:09:25 | ||
Breast_MRI_072 | REVIEW | datasets/raw_data/Breast_MRI_072/01-01-1990-NA-MRI BREAST BILATERAL WWO-05582/15.000000-ax dyn 4th pass-28177 | datasets/raw_data/Breast_MRI_072/01-01-1990-NA-MRI BREAST BILATERAL WWO-05582/15.000000-ax dyn 4th pass-28177 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_072_lattice.pt | [
3,
64,
64,
64
] | [
144,
320,
320
] | [
50,
64,
79,
103,
197,
227
] | 63.84206 | 104.439461 | 0 | 700.619141 | 727.119263 | 1,886.568115 | 0 | 38,925.039063 | 0 | 0 | 0 | 0 | 2026-04-15T22:09:31 | ||
Breast_MRI_073 | OK | datasets/raw_data/Breast_MRI_073/01-01-1990-NA-MRI BREAST BILATERAL W WO-32234/600.000000-ax dynamic-27064 | datasets/raw_data/Breast_MRI_073/01-01-1990-NA-MRI BREAST BILATERAL W WO-32234/603.000000-Ph3ax dynamic-77239 | false | ax dynamic | ph3/ax dynamic | 0.85124 | [
1,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_073_lattice.pt | [
3,
64,
64,
64
] | [
176,
512,
512
] | [
108,
124,
324,
345,
122,
143
] | 444.246613 | 415.692413 | 0 | 2,617.808838 | 13,447.883789 | 32,939.988281 | 0 | 692,860.375 | 176.483826 | 235.462708 | -575.807251 | 1,792.5354 | 2026-04-15T22:09:46 | ||
Breast_MRI_074 | REVIEW | datasets/raw_data/Breast_MRI_074/01-01-1990-NA-MRI BREAST BILATERAL WWO-54749/9.000000-ax dyn 4th pass-80463 | datasets/raw_data/Breast_MRI_074/01-01-1990-NA-MRI BREAST BILATERAL WWO-54749/9.000000-ax dyn 4th pass-80463 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_074_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
81,
110,
122,
214,
336,
391
] | 62.665314 | 129.472672 | 0 | 1,116.234497 | 1,277.778564 | 3,802.022217 | 0 | 62,006.421875 | -0 | 0 | -0.000031 | 0.000008 | 2026-04-15T22:09:57 | ||
Breast_MRI_075 | REVIEW | datasets/raw_data/Breast_MRI_075/01-01-1990-NA-BREASTROUTINE-04746/13.000000-ax dyn 3rd pass-76070 | datasets/raw_data/Breast_MRI_075/01-01-1990-NA-BREASTROUTINE-04746/13.000000-ax dyn 3rd pass-76070 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_075_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
83,
100,
126,
140,
319,
337
] | 95.277802 | 104.025955 | 0 | 781.426941 | 708.61322 | 1,660.222656 | 0 | 27,844.273438 | 0 | 0 | 0 | 0 | 2026-04-15T22:10:10 | ||
Breast_MRI_076 | REVIEW | datasets/raw_data/Breast_MRI_076/01-01-1990-NA-MRI BREAST BILATERAL WWO-82613/13.000000-ax dyn 3rd pass-35427 | datasets/raw_data/Breast_MRI_076/01-01-1990-NA-MRI BREAST BILATERAL WWO-82613/13.000000-ax dyn 3rd pass-35427 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_076_lattice.pt | [
3,
64,
64,
64
] | [
160,
320,
320
] | [
52,
63,
113,
133,
87,
110
] | 75.869057 | 90.939362 | 0 | 358.521149 | 461.995056 | 1,211.803589 | 0 | 16,029.091797 | 0 | 0 | 0 | 0 | 2026-04-15T22:10:16 | ||
Breast_MRI_077 | OK | datasets/raw_data/Breast_MRI_077/01-01-1990-NA-MRI BREAST BILATERAL WWO-05364/500.000000-ax 3d dyn MP-69290 | datasets/raw_data/Breast_MRI_077/01-01-1990-NA-MRI BREAST BILATERAL WWO-05364/504.000000-Ph4ax 3d dyn MP-74754 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.847436 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_077_lattice.pt | [
3,
64,
64,
64
] | [
174,
512,
512
] | [
90,
121,
257,
320,
102,
150
] | 709.310486 | 952.675537 | 0 | 5,632.418945 | 60,026.933594 | 129,154.328125 | 0 | 2,110,181 | 275.787842 | 596.445923 | -1,086.806763 | 4,503.94043 | 2026-04-15T22:10:30 | ||
Breast_MRI_078 | OK | datasets/raw_data/Breast_MRI_078/01-01-1990-NA-MRI BREAST BILATERAL WWO-54425/500.000000-ax 3d dyn-43560 | datasets/raw_data/Breast_MRI_078/01-01-1990-NA-MRI BREAST BILATERAL WWO-54425/504.000000-Ph4ax 3d dyn-52953 | false | ax 3d dyn | ph4/ax 3d dyn | 0.847606 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_078_lattice.pt | [
3,
64,
64,
64
] | [
176,
512,
512
] | [
48,
70,
268,
296,
96,
125
] | 369.042084 | 302.681213 | 0 | 2,082.52832 | 8,434.258789 | 18,505.423828 | 0 | 482,360.5625 | 102.911957 | 148.466034 | -558.755737 | 1,377.887817 | 2026-04-15T22:10:46 | ||
Breast_MRI_079 | OK | datasets/raw_data/Breast_MRI_079/01-01-1990-NA-MRI BREAST BILATERAL WWO-42379/600.000000-ax 3d dyn MP-55641 | datasets/raw_data/Breast_MRI_079/01-01-1990-NA-MRI BREAST BILATERAL WWO-42379/604.000000-Ph4ax 3d dyn MP-68809 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.840928 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_079_lattice.pt | [
3,
64,
64,
64
] | [
154,
512,
512
] | [
104,
129,
316,
397,
366,
424
] | 150.818451 | 295.639771 | 0 | 4,478.561523 | 6,398.931641 | 23,800.232422 | 0 | 430,817.375 | 40.951988 | 118.867508 | -573.215271 | 2,974.670898 | 2026-04-15T22:10:59 | ||
Breast_MRI_080 | REVIEW | datasets/raw_data/Breast_MRI_080/01-01-1990-NA-MRI BREAST BILATERAL WWO-55954/8.000000-ax 3d dyn 4th pass-56269 | datasets/raw_data/Breast_MRI_080/01-01-1990-NA-MRI BREAST BILATERAL WWO-55954/8.000000-ax 3d dyn 4th pass-56269 | true | ax 3d dyn 4th pass | ax 3d dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_080_lattice.pt | [
3,
64,
64,
64
] | [
160,
512,
512
] | [
53,
72,
243,
311,
383,
432
] | 337.386963 | 730.408936 | 0 | 5,961.325195 | 43,884.984375 | 123,468.757813 | 0 | 1,652,029.75 | -0 | 0 | -0.000061 | 0.000061 | 2026-04-15T22:11:13 | ||
Breast_MRI_081 | REVIEW | datasets/raw_data/Breast_MRI_081/01-01-1990-NA-BREASTROUTINE DYNAMIC-09528/13.000000-ax dyn 3rd pass-57237 | datasets/raw_data/Breast_MRI_081/01-01-1990-NA-BREASTROUTINE DYNAMIC-09528/13.000000-ax dyn 3rd pass-57237 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_081_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
91,
122,
122,
181,
103,
151
] | 61.331352 | 65.418785 | 0 | 398.714264 | 299.549347 | 630.402527 | 0 | 8,921.869141 | 0 | 0 | 0 | 0 | 2026-04-15T22:11:24 | ||
Breast_MRI_082 | REVIEW | datasets/raw_data/Breast_MRI_082/01-01-1990-NA-BREASTROUTINE DYNAMICS-96270/11.000000-ax dyn 3rd pass-88209 | datasets/raw_data/Breast_MRI_082/01-01-1990-NA-BREASTROUTINE DYNAMICS-96270/11.000000-ax dyn 3rd pass-88209 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_082_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
112,
142,
164,
210,
96,
143
] | 133.064514 | 71.835724 | 0 | 540.735413 | 707.784485 | 1,299.238159 | 0.285461 | 31,262.402344 | 0 | 0 | 0 | 0 | 2026-04-15T22:11:35 | ||
Breast_MRI_083 | OK | datasets/raw_data/Breast_MRI_083/01-01-1990-NA-MRI BREAST BILATERAL WWO-59775/500.000000-ax 3d dyn-95855 | datasets/raw_data/Breast_MRI_083/01-01-1990-NA-MRI BREAST BILATERAL WWO-59775/504.000000-Ph4ax 3d dyn-80421 | false | ax 3d dyn | ph4/ax 3d dyn | 0.843229 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_083_lattice.pt | [
3,
64,
64,
64
] | [
160,
512,
512
] | [
43,
94,
214,
368,
80,
173
] | 154.541519 | 312.11087 | 0 | 2,677.177979 | 5,117.630859 | 14,688.978516 | 0 | 286,260.6875 | 49.867111 | 150.261383 | -659.938965 | 1,787.761475 | 2026-04-15T22:11:49 | ||
Breast_MRI_084 | REVIEW | datasets/raw_data/Breast_MRI_084/01-01-1990-NA-BREASTROUTINE-59236/11.000000-ax dyn 3rd pass-26076 | datasets/raw_data/Breast_MRI_084/01-01-1990-NA-BREASTROUTINE-59236/11.000000-ax dyn 3rd pass-26076 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_084_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
128,
145,
170,
196,
105,
127
] | 52.258888 | 44.288937 | 0 | 301.271179 | 199.139572 | 464.215027 | 0 | 9,715.539063 | -0 | 0 | -0.000002 | 0 | 2026-04-15T22:12:03 | ||
Breast_MRI_085 | REVIEW | datasets/raw_data/Breast_MRI_085/01-01-1990-NA-BREASTROUTINE DYNAMIC-66207/12.000000-ax dyn 3rd pass-78424 | datasets/raw_data/Breast_MRI_085/01-01-1990-NA-BREASTROUTINE DYNAMIC-66207/12.000000-ax dyn 3rd pass-78424 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_085_lattice.pt | [
3,
64,
64,
64
] | [
144,
448,
448
] | [
99,
114,
159,
187,
104,
135
] | 44.251663 | 49.757874 | 0 | 349.173126 | 168.823425 | 422.552826 | 0 | 9,577.511719 | 0 | 0 | 0 | 0 | 2026-04-15T22:12:12 | ||
Breast_MRI_086 | REVIEW | datasets/raw_data/Breast_MRI_086/01-01-1990-NA-BREASTROUTINE-86704/11.000000-ax dyn 3rd pass-77551 | datasets/raw_data/Breast_MRI_086/01-01-1990-NA-BREASTROUTINE-86704/11.000000-ax dyn 3rd pass-77551 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_086_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
70,
144,
107,
212,
86,
152
] | 34.423809 | 54.313904 | 0 | 376.837372 | 212.223267 | 465.334686 | 0 | 6,789.650391 | -0 | 0 | -0.000015 | 0 | 2026-04-15T22:12:26 | ||
Breast_MRI_087 | OK | datasets/raw_data/Breast_MRI_087/01-01-1990-NA-MRI BREAST BILATERAL W WO-17018/900.000000-ax 3d dyn-86082 | datasets/raw_data/Breast_MRI_087/01-01-1990-NA-MRI BREAST BILATERAL W WO-17018/903.000000-Ph3ax 3d dyn-47118 | false | ax 3d dyn | ph3/ax 3d dyn | 0.883008 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_087_lattice.pt | [
3,
64,
64,
64
] | [
156,
512,
512
] | [
105,
120,
359,
399,
109,
155
] | 284.180511 | 383.347534 | 0 | 3,535.461426 | 12,207.001953 | 34,183.003906 | 0 | 1,051,208.75 | 137.509781 | 230.12085 | -500 | 2,633.307617 | 2026-04-15T22:12:40 | ||
Breast_MRI_088 | OK | datasets/raw_data/Breast_MRI_088/01-01-1990-NA-MRI BREAST BILAT W-WO-RH-51466/500.000000-ax dynamic-19746 | datasets/raw_data/Breast_MRI_088/01-01-1990-NA-MRI BREAST BILAT W-WO-RH-51466/504.000000-Ph4ax dynamic-90650 | false | ax dynamic | ph4/ax dynamic | 0.863413 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_088_lattice.pt | [
3,
64,
64,
64
] | [
180,
512,
512
] | [
70,
81,
284,
309,
436,
459
] | 403.030365 | 642.036072 | 0 | 2,383.40918 | 19,601.394531 | 59,654.78125 | 0 | 747,396.125 | 145.019791 | 263.313324 | -293 | 1,323.999878 | 2026-04-15T22:12:57 | ||
Breast_MRI_089 | OK | datasets/raw_data/Breast_MRI_089/01-01-1990-NA-MRI BREAST BILATERAL W WO-52386/500.000000-ax dynamic-51376 | datasets/raw_data/Breast_MRI_089/01-01-1990-NA-MRI BREAST BILATERAL W WO-52386/503.000000-Ph3ax dynamic-39888 | false | ax dynamic | ph3/ax dynamic | 0.867923 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_089_lattice.pt | [
3,
64,
64,
64
] | [
176,
512,
512
] | [
129,
160,
230,
348,
390,
447
] | 56.402386 | 168.288193 | 0 | 4,824.109863 | 2,305.107422 | 10,061.875977 | 0 | 269,925.3125 | 14.495136 | 79.699379 | -478.259308 | 3,510.55957 | 2026-04-15T22:13:14 | ||
Breast_MRI_090 | OK | datasets/raw_data/Breast_MRI_090/01-01-1990-NA-MRI BREAST BILATERAL WWO-86124/500.000000-ax 3d dyn-49363 | datasets/raw_data/Breast_MRI_090/01-01-1990-NA-MRI BREAST BILATERAL WWO-86124/503.000000-Ph3ax 3d dyn-33158 | false | ax 3d dyn | ph3/ax 3d dyn | 0.890417 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_090_lattice.pt | [
3,
64,
64,
64
] | [
196,
512,
512
] | [
45,
164,
273,
391,
305,
430
] | 493.78186 | 1,035.67749 | 0 | 6,371.357422 | 58,786.835938 | 165,687.65625 | 0 | 2,273,592 | 247.647278 | 614.132507 | -910.891846 | 4,707.749023 | 2026-04-15T22:13:34 | ||
Breast_MRI_091 | REVIEW | datasets/raw_data/Breast_MRI_091/01-01-1990-NA-MRI BREAST BILATERAL WWO-35745/19.000000-ax dyn 4th pass-43351 | datasets/raw_data/Breast_MRI_091/01-01-1990-NA-MRI BREAST BILATERAL WWO-35745/19.000000-ax dyn 4th pass-43351 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_091_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
72,
118,
155,
233,
288,
374
] | 31.525383 | 31.618715 | 0 | 316.995514 | 82.221031 | 221.583649 | 0 | 5,648.907227 | 0 | 0 | 0 | 0 | 2026-04-15T22:13:45 | ||
Breast_MRI_092 | REVIEW | datasets/raw_data/Breast_MRI_092/01-01-1990-NA-MRI BREAST BILATERAL WWO-76323/15.000000-ax dyn 4th pass-23704 | datasets/raw_data/Breast_MRI_092/01-01-1990-NA-MRI BREAST BILATERAL WWO-76323/15.000000-ax dyn 4th pass-23704 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_092_lattice.pt | [
3,
64,
64,
64
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160,
320,
320
] | [
119,
131,
100,
125,
238,
256
] | 20.340565 | 52.999172 | 0 | 343.831757 | 187.097412 | 739.38324 | 0 | 13,331.060547 | -0 | 0 | -0.000004 | 0 | 2026-04-15T22:13:50 | ||
Breast_MRI_093 | OK | datasets/raw_data/Breast_MRI_093/01-01-1990-NA-MRI BREAST BILATERAL WWO-59443/600.000000-ax 3d dyn MP-34030 | datasets/raw_data/Breast_MRI_093/01-01-1990-NA-MRI BREAST BILATERAL WWO-59443/604.000000-Ph4ax 3d dyn MP-68157 | false | ax 3d dyn mp | ph4/ax 3d dyn mp | 0.899368 | [
0,
1,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_093_lattice.pt | [
3,
64,
64,
64
] | [
150,
512,
512
] | [
90,
102,
395,
415,
140,
159
] | 535.252319 | 973.110657 | 0 | 4,663.411133 | 46,623.988281 | 161,368.203125 | 0 | 2,503,080 | 95.440498 | 304.577942 | -1,270.109375 | 2,263.030762 | 2026-04-15T22:14:03 | ||
Breast_MRI_094 | REVIEW | datasets/raw_data/Breast_MRI_094/01-01-1990-NA-BREASTROUTINE DYNAMICS-81023/13.000000-ax dyn 3rd pass-67042 | datasets/raw_data/Breast_MRI_094/01-01-1990-NA-BREASTROUTINE DYNAMICS-81023/13.000000-ax dyn 3rd pass-67042 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_094_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
69,
111,
41,
107,
60,
114
] | 65.646126 | 93.318268 | 0 | 998.722778 | 691.727173 | 2,317.359375 | 0 | 59,022.921875 | -0 | 0 | -0.000002 | 0 | 2026-04-15T22:14:14 | ||
Breast_MRI_095 | REVIEW | datasets/raw_data/Breast_MRI_095/01-01-1990-NA-BREASTROUTINE DYNAMICS-26681/11.000000-ax dyn 3rd pass-66603 | datasets/raw_data/Breast_MRI_095/01-01-1990-NA-BREASTROUTINE DYNAMICS-26681/11.000000-ax dyn 3rd pass-66603 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_095_lattice.pt | [
3,
64,
64,
64
] | [
176,
448,
448
] | [
54,
64,
211,
232,
381,
405
] | 54.016701 | 43.94347 | 0 | 288.3125 | 141.650055 | 338.820068 | 0 | 6,776.73291 | 0 | 0 | 0 | 0 | 2026-04-15T22:14:24 | ||
Breast_MRI_096 | REVIEW | datasets/raw_data/Breast_MRI_096/01-01-1990-NA-MRI BREAST BILATERAL WWO-05088/15.000000-ax dyn 4th pass-56498 | datasets/raw_data/Breast_MRI_096/01-01-1990-NA-MRI BREAST BILATERAL WWO-05088/15.000000-ax dyn 4th pass-56498 | true | ax dyn 4th pass | ax dyn 4th pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_096_lattice.pt | [
3,
64,
64,
64
] | [
160,
448,
448
] | [
31,
68,
207,
240,
121,
202
] | 59.602066 | 110.302773 | 0 | 742.291626 | 676.699829 | 1,947.420288 | 0 | 29,205.167969 | -0 | 0 | -0 | 0 | 2026-04-15T22:14:34 | ||
Breast_MRI_097 | REVIEW | datasets/raw_data/Breast_MRI_097/01-01-1990-NA-BREASTROUTINE-94579/11.000000-ax dyn 3rd pass-97826 | datasets/raw_data/Breast_MRI_097/01-01-1990-NA-BREASTROUTINE-94579/11.000000-ax dyn 3rd pass-97826 | true | ax dyn 3rd pass | ax dyn 3rd pass | 1 | [
0,
0,
0
] | true | /Users/marjorie/Documents/GitHub/microCube/datasets/micro_cubes/Breast_MRI_097_lattice.pt | [
3,
64,
64,
64
] | [
208,
448,
448
] | [
105,
144,
150,
205,
97,
158
] | 83.890694 | 91.322754 | 0 | 717.466309 | 807.493652 | 1,929.473755 | 0 | 31,761.367188 | -0 | 0 | -0 | 0 | 2026-04-15T22:14:46 |
End of preview.
microCube (Bio-Lattice) Tensors: Duke Breast Cancer MRI
This repository contains precomputed microCube / Bio-Lattice tensors derived from the Duke Breast Cancer MRI cohort. The goal is to provide compact, training-ready MRI representations without requiring downstream users to download or process the original DICOM volumes.
These files are intended for research and method-development use only. They are not intended for clinical diagnosis or treatment decisions.
Repository Structure
micro_cubos/: PyTorch.ptmicroCube tensors.extraction_audits/: JSONL extraction audit logs used to determine whether each patient is suitable for training.- Each tensor follows the naming convention
{PatientID}_lattice.pt.
The current project snapshot contains:
922patient microCube tensors.- Latest audit status summary:
876 OK,13 WARNING,33 REVIEW. - Training-eligible policy used by the reference pipeline:
OK + WARNING = 889patients.
REVIEW cases are kept in the dataset for transparency and future method development, but the reference training pipeline excludes them through the extraction audit filter.
Source Data and Attribution
This dataset is a processed derivative of the Duke Breast Cancer MRI cohort, originally hosted on The Cancer Imaging Archive (TCIA).
- Original dataset: Breast-Cancer-MRI-minus-DICOM
- Original citation: Saha, A., Harowicz, M. R., Grimm, L. J., Kim, C. E., Mazurowski, M. A. (2018). A machine learning approach to radiogenomics of breast cancer: a study of 922 patients and a comparison with 110 gene signatures. JCO Precision Oncology.
Please cite the original TCIA/Duke dataset and this processed representation dataset when using these tensors.
Processing Summary
The conversion from raw DICOM to compact tensors was performed with the microCube / Bio-Lattice pipeline. The pipeline selects PRE/POST DCE-MRI series, registers the selected volumes, crops around the lesion ROI, and resamples the representation into a fixed-size 3D tensor.
Current tensor specification:
- Shape:
[4, 64, 64, 64]as(C, D, H, W). - Format: PyTorch
.pt. - Each
.ptfile stores at least atensorentry and metadata used by the reference pipeline.
Channels:
C1: post-contrast anatomical signal.C2: local heterogeneity / variance.C3: enhancement kinetics.C4: focal peak / vascularity-oriented signal.
Extraction Audits
The extraction_audits/ folder contains JSONL audit records generated during data extraction. The reference training code resolves the latest status per patient and trains only on statuses configured as eligible:
TRAIN_FILTER_BY_AUDIT = True
TRAIN_ALLOWED_AUDIT_STATUSES = ("OK", "WARNING")
The REVIEW status is used for cases with higher technical risk, such as high compression risk, low registration correlation, high PRE zero fraction, or missing required series. These cases are retained to support future robustness work, but they should not be mixed into baseline training unless intentionally studied.
Usage With the GitHub Pipeline
The tensors are designed to be used with the microCube GitHub repository:
git clone https://github.com/msancheza/biolattice.git
cd biolattice
Expected local layout after downloading this dataset:
datasets/micro_cubes/
dashboard/extraction_audits/
datasets/Clinical_and_Other_Features.xlsx
The clinical spreadsheet is maintained in the GitHub repository. The Hugging Face dataset provides the derived tensors and extraction audits.
Quick Load Example
import torch
path = "micro_cubos/Breast_MRI_001_lattice.pt"
obj = torch.load(path, map_location="cpu", weights_only=True)
cube = obj["tensor"] if isinstance(obj, dict) else obj
print(cube.shape) # expected: torch.Size([4, 64, 64, 64])
Training Notes
The current reference training flow uses:
- Audit-based filtering of
OKandWARNINGpatients. - Patient-level stratified train/validation split.
- A 3D ResNet-style classifier over the 4-channel microCube plus metadata features.
- Optional experiment tracking with Weights & Biases.
The project is actively evaluating input normalization policies. Recent experiments compare training with and without an additional per-channel Z-score normalization at model input time. Check the GitHub repository configuration and training logs for the exact preprocessing policy used in a given run.
Limitations
- These tensors are derived representations, not raw DICOM studies.
- Fixed-size ROI resampling may compress very large lesions or surrounding tissue context.
REVIEWcases require manual or methodological follow-up before baseline training use.- Metrics should be interpreted as research benchmarks, not clinical performance claims.
- Downstream results depend on audit filtering, preprocessing policy, split seed, and model configuration.
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