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Datasets:
tirandazdylan
/
open-radiograph-metadata

Size:
100K<n<1M
Tags:
medical
radiology
metadata
License:
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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 3 new columns ({'breast_density', 'mass shape', 'mass margins'}) and 3 missing columns ({'breast density', 'calc type', 'calc distribution'}).

This happened while the csv dataset builder was generating data using

hf://datasets/tirandazdylan/open-radiograph-metadata/cbis/mass_case_description_train_set.csv (at revision ff0c38f5cb5af7fe4b6a0265d62e49735414808d), ['hf://datasets/tirandazdylan/open-radiograph-metadata@ff0c38f5cb5af7fe4b6a0265d62e49735414808d/cbis/calc_case_description_train_set.csv', 'hf://datasets/tirandazdylan/open-radiograph-metadata@ff0c38f5cb5af7fe4b6a0265d62e49735414808d/cbis/mass_case_description_train_set.csv']

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1848, in _prepare_split_single
                  writer.write_table(table)
                  ~~~~~~~~~~~~~~~~~~^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
                  self._write_table(pa_table, writer_batch_size=writer_batch_size)
                  ~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              patient_id: string
              breast_density: int64
              left or right breast: string
              image view: string
              abnormality id: int64
              abnormality type: string
              mass shape: string
              mass margins: string
              assessment: int64
              pathology: string
              subtlety: int64
              image file path: string
              cropped image file path: string
              ROI mask file path: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 2046
              to
              {'patient_id': Value('string'), 'breast density': Value('int64'), 'left or right breast': Value('string'), 'image view': Value('string'), 'abnormality id': Value('int64'), 'abnormality type': Value('string'), 'calc type': Value('string'), 'calc distribution': Value('string'), 'assessment': Value('int64'), 'pathology': Value('string'), 'subtlety': Value('int64'), 'image file path': Value('string'), 'cropped image file path': Value('string'), 'ROI mask file path': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1850, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
                  ...<4 lines>...
                  )
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 3 new columns ({'breast_density', 'mass shape', 'mass margins'}) and 3 missing columns ({'breast density', 'calc type', 'calc distribution'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/tirandazdylan/open-radiograph-metadata/cbis/mass_case_description_train_set.csv (at revision ff0c38f5cb5af7fe4b6a0265d62e49735414808d), ['hf://datasets/tirandazdylan/open-radiograph-metadata@ff0c38f5cb5af7fe4b6a0265d62e49735414808d/cbis/calc_case_description_train_set.csv', 'hf://datasets/tirandazdylan/open-radiograph-metadata@ff0c38f5cb5af7fe4b6a0265d62e49735414808d/cbis/mass_case_description_train_set.csv']
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need 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
breast density
int64
left or right breast
string
image view
string
abnormality id
int64
abnormality type
string
calc type
string
calc distribution
string
assessment
int64
pathology
string
subtlety
int64
image file path
string
cropped image file path
string
ROI mask file path
string
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P_00008
1
RIGHT
MLO
4
calcification
null
REGIONAL
2
BENIGN_WITHOUT_CALLBACK
3
Calc-Training_P_00008_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.409130800612759052300668809494105321704/1.3.6.1.4.1.9590.100.1.2.101743131510015201839523365310215332980/000000.dcm
Calc-Training_P_00008_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.132985531212451490403123803083981560096/1.3.6.1.4.1.9590.100.1.2.390127867912048244225667613783565099051/000001.dcm
Calc-Training_P_00008_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.132985531212451490403123803083981560096/1.3.6.1.4.1.9590.100.1.2.390127867912048244225667613783565099051/000000.dcm
P_00008
1
RIGHT
MLO
5
calcification
null
REGIONAL
2
BENIGN_WITHOUT_CALLBACK
3
Calc-Training_P_00008_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.409130800612759052300668809494105321704/1.3.6.1.4.1.9590.100.1.2.101743131510015201839523365310215332980/000000.dcm
Calc-Training_P_00008_RIGHT_MLO_5/1.3.6.1.4.1.9590.100.1.2.408072078011734082700706361661041654800/1.3.6.1.4.1.9590.100.1.2.110239940911508321642452494603485658950/000001.dcm
Calc-Training_P_00008_RIGHT_MLO_5/1.3.6.1.4.1.9590.100.1.2.408072078011734082700706361661041654800/1.3.6.1.4.1.9590.100.1.2.110239940911508321642452494603485658950/000000.dcm
P_00010
3
LEFT
CC
1
calcification
ROUND_AND_REGULAR-LUCENT_CENTER-DYSTROPHIC
DIFFUSELY_SCATTERED
2
BENIGN_WITHOUT_CALLBACK
4
Calc-Training_P_00010_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.407563183711621278003163718900991700045/1.3.6.1.4.1.9590.100.1.2.271665327610523966032056303433070740031/000000.dcm
Calc-Training_P_00010_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.168094153710570150133668236003280877932/1.3.6.1.4.1.9590.100.1.2.134997264213461213722792787583100891044/000001.dcm
Calc-Training_P_00010_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.168094153710570150133668236003280877932/1.3.6.1.4.1.9590.100.1.2.134997264213461213722792787583100891044/000000.dcm
P_00010
3
LEFT
MLO
1
calcification
ROUND_AND_REGULAR-LUCENT_CENTER-DYSTROPHIC
DIFFUSELY_SCATTERED
2
BENIGN_WITHOUT_CALLBACK
4
Calc-Training_P_00010_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.26432225411287089319376928502511711153/1.3.6.1.4.1.9590.100.1.2.138089954813057214218822588283956286942/000000.dcm
Calc-Training_P_00010_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.20624211810490459831338151863730229494/1.3.6.1.4.1.9590.100.1.2.422975404213948253115968006872457071816/000001.dcm
Calc-Training_P_00010_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.20624211810490459831338151863730229494/1.3.6.1.4.1.9590.100.1.2.422975404213948253115968006872457071816/000000.dcm
P_00011
3
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
1
Calc-Training_P_00011_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.276155542712021701434787721271107268211/1.3.6.1.4.1.9590.100.1.2.389208391412680785736990872734216560014/000000.dcm
Calc-Training_P_00011_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.61439964612448968440578551574178017919/1.3.6.1.4.1.9590.100.1.2.295670217913556255928452747763741622478/000001.dcm
Calc-Training_P_00011_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.61439964612448968440578551574178017919/1.3.6.1.4.1.9590.100.1.2.295670217913556255928452747763741622478/000000.dcm
P_00011
3
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
1
Calc-Training_P_00011_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.226101260211733383431616492821244251459/1.3.6.1.4.1.9590.100.1.2.121177287111311333525188386730741141286/000000.dcm
Calc-Training_P_00011_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.371771967112570972808361004873738972901/1.3.6.1.4.1.9590.100.1.2.322827497111788541011797367452646804830/000001.dcm
Calc-Training_P_00011_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.371771967112570972808361004873738972901/1.3.6.1.4.1.9590.100.1.2.322827497111788541011797367452646804830/000000.dcm
P_00012
2
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
4
Calc-Training_P_00012_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.41801183312109695302459926162531744292/1.3.6.1.4.1.9590.100.1.2.97980732212593010616197208512945314995/000000.dcm
Calc-Training_P_00012_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.277826312012567873540552331742789568935/1.3.6.1.4.1.9590.100.1.2.237853014212929374928763150281795876932/000001.dcm
Calc-Training_P_00012_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.277826312012567873540552331742789568935/1.3.6.1.4.1.9590.100.1.2.237853014212929374928763150281795876932/000000.dcm
P_00012
2
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
3
Calc-Training_P_00012_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.312602420012916946632859434732074583789/1.3.6.1.4.1.9590.100.1.2.307271664512650974022213502811472047069/000000.dcm
Calc-Training_P_00012_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.78753198612199081812600833723126239399/1.3.6.1.4.1.9590.100.1.2.55891837611351185918415450910974994265/000001.dcm
Calc-Training_P_00012_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.78753198612199081812600833723126239399/1.3.6.1.4.1.9590.100.1.2.55891837611351185918415450910974994265/000000.dcm
P_00013
4
RIGHT
MLO
1
calcification
PLEOMORPHIC
SEGMENTAL
4
BENIGN
4
Calc-Training_P_00013_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.42338003413067189920718816374279625255/1.3.6.1.4.1.9590.100.1.2.255137593013925166616863669013323358727/000000.dcm
Calc-Training_P_00013_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.30750466413996500404908891180795723799/1.3.6.1.4.1.9590.100.1.2.134271930511970107125439128431885497686/000001.dcm
Calc-Training_P_00013_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.30750466413996500404908891180795723799/1.3.6.1.4.1.9590.100.1.2.134271930511970107125439128431885497686/000000.dcm
P_00014
4
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
4
Calc-Training_P_00014_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.356512945711558661035394607423245971473/1.3.6.1.4.1.9590.100.1.2.223898792711166317117028681443870663410/000000.dcm
Calc-Training_P_00014_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.153698859410881925116101049791806074536/1.3.6.1.4.1.9590.100.1.2.311445004311718345727866843480756796228/000001.dcm
Calc-Training_P_00014_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.153698859410881925116101049791806074536/1.3.6.1.4.1.9590.100.1.2.311445004311718345727866843480756796228/000000.dcm
P_00014
4
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
4
Calc-Training_P_00014_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.357706073312614998302753253342796714335/1.3.6.1.4.1.9590.100.1.2.365997488611944218017486419344205403717/000000.dcm
Calc-Training_P_00014_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.419762255011080156935122402682357190613/1.3.6.1.4.1.9590.100.1.2.122498771111102445907467078994049533119/000001.dcm
Calc-Training_P_00014_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.419762255011080156935122402682357190613/1.3.6.1.4.1.9590.100.1.2.122498771111102445907467078994049533119/000000.dcm
P_00016
4
LEFT
CC
2
calcification
PLEOMORPHIC
CLUSTERED
5
MALIGNANT
5
Calc-Training_P_00016_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.253978149511101060208020783490216122221/1.3.6.1.4.1.9590.100.1.2.260460400911929915941068601874038374118/000000.dcm
Calc-Training_P_00016_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.54490564211198580905008733451151683582/1.3.6.1.4.1.9590.100.1.2.10261408111547512240423761044231037522/000001.dcm
Calc-Training_P_00016_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.54490564211198580905008733451151683582/1.3.6.1.4.1.9590.100.1.2.10261408111547512240423761044231037522/000000.dcm
P_00016
4
LEFT
MLO
2
calcification
PLEOMORPHIC
CLUSTERED
5
MALIGNANT
5
Calc-Training_P_00016_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.403054351612012693932407333282693962962/1.3.6.1.4.1.9590.100.1.2.209772357711578913441417422530940059315/000000.dcm
Calc-Training_P_00016_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.27173821812974108106551553800429367995/1.3.6.1.4.1.9590.100.1.2.381575221712591392123051754360473574926/000001.dcm
Calc-Training_P_00016_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.27173821812974108106551553800429367995/1.3.6.1.4.1.9590.100.1.2.381575221712591392123051754360473574926/000000.dcm
P_00019
4
RIGHT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
2
Calc-Training_P_00019_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.402862878710879755318440884650362135937/1.3.6.1.4.1.9590.100.1.2.211427675111583558805605682400609571318/000000.dcm
Calc-Training_P_00019_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.321333206211434894702467255612410089563/1.3.6.1.4.1.9590.100.1.2.141269558913652553006787176281528676980/000001.dcm
Calc-Training_P_00019_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.321333206211434894702467255612410089563/1.3.6.1.4.1.9590.100.1.2.141269558913652553006787176281528676980/000000.dcm
P_00019
4
RIGHT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
2
Calc-Training_P_00019_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.86372204413773963300916773660922384889/1.3.6.1.4.1.9590.100.1.2.326956207912458716509788527682547540915/000000.dcm
Calc-Training_P_00019_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.180383217411474965117355808620907562244/1.3.6.1.4.1.9590.100.1.2.181380004612430571924629395230074095682/000001.dcm
Calc-Training_P_00019_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.180383217411474965117355808620907562244/1.3.6.1.4.1.9590.100.1.2.181380004612430571924629395230074095682/000000.dcm
P_00020
2
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
4
Calc-Training_P_00020_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.94638648511513340427968278020357855320/1.3.6.1.4.1.9590.100.1.2.153128347813213947224177706732042659268/000000.dcm
Calc-Training_P_00020_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.380637862511101891719875529443997027392/1.3.6.1.4.1.9590.100.1.2.270637349710602065435194182703174870832/000001.dcm
Calc-Training_P_00020_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.380637862511101891719875529443997027392/1.3.6.1.4.1.9590.100.1.2.270637349710602065435194182703174870832/000000.dcm
P_00020
2
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
4
Calc-Training_P_00020_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.2382334511180002731736037621676649334/1.3.6.1.4.1.9590.100.1.2.375674998311057227230516729621119693765/000000.dcm
Calc-Training_P_00020_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.62168777911459910621276981030193814075/1.3.6.1.4.1.9590.100.1.2.248325372712820177102654974923908928004/000001.dcm
Calc-Training_P_00020_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.62168777911459910621276981030193814075/1.3.6.1.4.1.9590.100.1.2.248325372712820177102654974923908928004/000000.dcm
P_00022
3
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
3
Calc-Training_P_00022_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.26048586011838999619697470803489754112/1.3.6.1.4.1.9590.100.1.2.24368093313180939040871774012013458310/000000.dcm
Calc-Training_P_00022_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.317027799511573865538670255673783427133/1.3.6.1.4.1.9590.100.1.2.119884457512153326013037224232242295465/000001.dcm
Calc-Training_P_00022_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.317027799511573865538670255673783427133/1.3.6.1.4.1.9590.100.1.2.119884457512153326013037224232242295465/000000.dcm
P_00022
3
LEFT
MLO
1
calcification
AMORPHOUS
CLUSTERED
4
BENIGN
3
Calc-Training_P_00022_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.198596134813889580735908276893369792931/1.3.6.1.4.1.9590.100.1.2.48194957612266309424978320751888077522/000000.dcm
Calc-Training_P_00022_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.153793611812874493420885132042885021142/1.3.6.1.4.1.9590.100.1.2.247856488010934370936211541980731726802/000001.dcm
Calc-Training_P_00022_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.153793611812874493420885132042885021142/1.3.6.1.4.1.9590.100.1.2.247856488010934370936211541980731726802/000000.dcm
P_00024
4
LEFT
CC
1
calcification
PUNCTATE
CLUSTERED
4
BENIGN
2
Calc-Training_P_00024_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.73315536511074306334196798871768995089/1.3.6.1.4.1.9590.100.1.2.397804062110838057908993345582718463885/000000.dcm
Calc-Training_P_00024_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.169637090711888652300135413003428784836/1.3.6.1.4.1.9590.100.1.2.260097167111163597619865862880949123212/000001.dcm
Calc-Training_P_00024_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.169637090711888652300135413003428784836/1.3.6.1.4.1.9590.100.1.2.260097167111163597619865862880949123212/000000.dcm
P_00024
4
LEFT
MLO
1
calcification
PUNCTATE
CLUSTERED
4
BENIGN
2
Calc-Training_P_00024_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.125949998012485756404023679032358913996/1.3.6.1.4.1.9590.100.1.2.124903870811866529208918844773289609447/000000.dcm
Calc-Training_P_00024_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.120255228612685695733328725963210290485/1.3.6.1.4.1.9590.100.1.2.146067391511184368515298581922159428804/000001.dcm
Calc-Training_P_00024_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.120255228612685695733328725963210290485/1.3.6.1.4.1.9590.100.1.2.146067391511184368515298581922159428804/000000.dcm
P_00028
4
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
1
Calc-Training_P_00028_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.43782707412115361525617363602457775937/1.3.6.1.4.1.9590.100.1.2.384733400713300334228962042161417756433/000000.dcm
Calc-Training_P_00028_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.304652523211635217600539833652824421473/1.3.6.1.4.1.9590.100.1.2.81595047412515733434402090860388891176/000001.dcm
Calc-Training_P_00028_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.304652523211635217600539833652824421473/1.3.6.1.4.1.9590.100.1.2.81595047412515733434402090860388891176/000000.dcm
P_00029
3
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
2
Calc-Training_P_00029_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.322363293511149457511441419560766495083/1.3.6.1.4.1.9590.100.1.2.17808023811916375736730464253632504086/000000.dcm
Calc-Training_P_00029_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55639035013364960527779337013001262160/1.3.6.1.4.1.9590.100.1.2.283698635311271285431196161914106924769/000001.dcm
Calc-Training_P_00029_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55639035013364960527779337013001262160/1.3.6.1.4.1.9590.100.1.2.283698635311271285431196161914106924769/000000.dcm
P_00029
3
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
2
Calc-Training_P_00029_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.177960697110436492439838695784087917161/1.3.6.1.4.1.9590.100.1.2.159721624211840137932472262611105662911/000000.dcm
Calc-Training_P_00029_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.88944312212755073134368902711883995530/1.3.6.1.4.1.9590.100.1.2.318008934812095861631325144443543053501/000001.dcm
Calc-Training_P_00029_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.88944312212755073134368902711883995530/1.3.6.1.4.1.9590.100.1.2.318008934812095861631325144443543053501/000000.dcm
P_00030
2
LEFT
CC
1
calcification
COARSE
null
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00030_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.277450526512524450123128213833451240023/1.3.6.1.4.1.9590.100.1.2.231380228412044580229454614280746403429/000000.dcm
Calc-Training_P_00030_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.239990820812413427402363232000875401222/1.3.6.1.4.1.9590.100.1.2.41786833313793784634388553313429932034/000001.dcm
Calc-Training_P_00030_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.239990820812413427402363232000875401222/1.3.6.1.4.1.9590.100.1.2.41786833313793784634388553313429932034/000000.dcm
P_00030
2
LEFT
CC
2
calcification
VASCULAR
null
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00030_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.277450526512524450123128213833451240023/1.3.6.1.4.1.9590.100.1.2.231380228412044580229454614280746403429/000000.dcm
Calc-Training_P_00030_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.273773390512282930034268207821639476088/1.3.6.1.4.1.9590.100.1.2.70443846713903862142152818260703210410/000001.dcm
Calc-Training_P_00030_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.273773390512282930034268207821639476088/1.3.6.1.4.1.9590.100.1.2.70443846713903862142152818260703210410/000000.dcm
P_00030
2
LEFT
MLO
1
calcification
COARSE
null
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00030_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.36125268511964688142424188710430995489/1.3.6.1.4.1.9590.100.1.2.378637774911181109017340773404018176403/000000.dcm
Calc-Training_P_00030_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.60637239812280743622314210663360971515/1.3.6.1.4.1.9590.100.1.2.64900583912400133201398296532125171360/000001.dcm
Calc-Training_P_00030_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.60637239812280743622314210663360971515/1.3.6.1.4.1.9590.100.1.2.64900583912400133201398296532125171360/000000.dcm
P_00030
2
LEFT
MLO
2
calcification
VASCULAR
null
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00030_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.36125268511964688142424188710430995489/1.3.6.1.4.1.9590.100.1.2.378637774911181109017340773404018176403/000000.dcm
Calc-Training_P_00030_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.208348770512586173314263727692961165705/1.3.6.1.4.1.9590.100.1.2.34207961511245609216026123543326296215/000001.dcm
Calc-Training_P_00030_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.208348770512586173314263727692961165705/1.3.6.1.4.1.9590.100.1.2.34207961511245609216026123543326296215/000000.dcm
P_00030
2
RIGHT
CC
1
calcification
VASCULAR
null
2
BENIGN_WITHOUT_CALLBACK
4
Calc-Training_P_00030_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.298761075711316947234552995150655234303/1.3.6.1.4.1.9590.100.1.2.298477783611607430420740660610178234342/000000.dcm
Calc-Training_P_00030_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.259212268011015199132482771603442653513/1.3.6.1.4.1.9590.100.1.2.309659509510887454513411511083166810058/000001.dcm
Calc-Training_P_00030_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.259212268011015199132482771603442653513/1.3.6.1.4.1.9590.100.1.2.309659509510887454513411511083166810058/000000.dcm
P_00030
2
RIGHT
MLO
1
calcification
VASCULAR
null
2
BENIGN_WITHOUT_CALLBACK
4
Calc-Training_P_00030_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.423205417111965408516647709462910421014/1.3.6.1.4.1.9590.100.1.2.8224011612206957419584270413389091077/000000.dcm
Calc-Training_P_00030_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.376345513711019906205979682672524947128/1.3.6.1.4.1.9590.100.1.2.406355689512315731134944644420603490297/000001.dcm
Calc-Training_P_00030_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.376345513711019906205979682672524947128/1.3.6.1.4.1.9590.100.1.2.406355689512315731134944644420603490297/000000.dcm
P_00031
4
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
1
Calc-Training_P_00031_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.423368663612518985306634600221581907797/1.3.6.1.4.1.9590.100.1.2.291621955011202146833857094874091601522/000000.dcm
Calc-Training_P_00031_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.220051702412242907337293267251039816975/1.3.6.1.4.1.9590.100.1.2.130787931412988499623264314072006524793/000001.dcm
Calc-Training_P_00031_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.220051702412242907337293267251039816975/1.3.6.1.4.1.9590.100.1.2.130787931412988499623264314072006524793/000000.dcm
P_00034
3
RIGHT
CC
2
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
4
Calc-Training_P_00034_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.268859269412655083322303207990295888254/1.3.6.1.4.1.9590.100.1.2.201499455513205630518500217693628672169/000000.dcm
Calc-Training_P_00034_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.161403010412163078237192669872827688964/1.3.6.1.4.1.9590.100.1.2.40204365512880018321779759940450653990/000001.dcm
Calc-Training_P_00034_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.161403010412163078237192669872827688964/1.3.6.1.4.1.9590.100.1.2.40204365512880018321779759940450653990/000000.dcm
P_00034
3
RIGHT
MLO
2
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
4
Calc-Training_P_00034_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.274955931012688117617126795631068933300/1.3.6.1.4.1.9590.100.1.2.287974861112966343326395908123786241211/000000.dcm
Calc-Training_P_00034_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.314756926311256422439033335600748653017/1.3.6.1.4.1.9590.100.1.2.240307055812982365934923559750850873600/000001.dcm
Calc-Training_P_00034_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.314756926311256422439033335600748653017/1.3.6.1.4.1.9590.100.1.2.240307055812982365934923559750850873600/000000.dcm
P_00043
3
LEFT
MLO
1
calcification
PLEOMORPHIC
SEGMENTAL
4
MALIGNANT
3
Calc-Training_P_00043_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.94294681410362720825065184111316689761/1.3.6.1.4.1.9590.100.1.2.375522455511603175139383410422347392769/000000.dcm
Calc-Training_P_00043_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.404837061312707075133393622153954649206/1.3.6.1.4.1.9590.100.1.2.189314452112933869040154302904039491366/000001.dcm
Calc-Training_P_00043_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.404837061312707075133393622153954649206/1.3.6.1.4.1.9590.100.1.2.189314452112933869040154302904039491366/000000.dcm
P_00047
2
LEFT
CC
1
calcification
FINE_LINEAR_BRANCHING
CLUSTERED-LINEAR
4
MALIGNANT
3
Calc-Training_P_00047_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.155046609013709176715670803564130273583/1.3.6.1.4.1.9590.100.1.2.391876226111657492320851639130860760300/000000.dcm
Calc-Training_P_00047_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.334915062713405775408348382023149726434/1.3.6.1.4.1.9590.100.1.2.53879264413665805525747562692337775436/000001.dcm
Calc-Training_P_00047_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.334915062713405775408348382023149726434/1.3.6.1.4.1.9590.100.1.2.53879264413665805525747562692337775436/000000.dcm
P_00047
2
LEFT
CC
2
calcification
FINE_LINEAR_BRANCHING
CLUSTERED-LINEAR
4
MALIGNANT
3
Calc-Training_P_00047_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.155046609013709176715670803564130273583/1.3.6.1.4.1.9590.100.1.2.391876226111657492320851639130860760300/000000.dcm
Calc-Training_P_00047_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.265093344711976120305586418370956919449/1.3.6.1.4.1.9590.100.1.2.219800829712677423516477981542625247692/000001.dcm
Calc-Training_P_00047_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.265093344711976120305586418370956919449/1.3.6.1.4.1.9590.100.1.2.219800829712677423516477981542625247692/000000.dcm
P_00047
2
LEFT
CC
3
calcification
FINE_LINEAR_BRANCHING
CLUSTERED-LINEAR
4
MALIGNANT
3
Calc-Training_P_00047_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.155046609013709176715670803564130273583/1.3.6.1.4.1.9590.100.1.2.391876226111657492320851639130860760300/000000.dcm
Calc-Training_P_00047_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.404839219413736533842597585243916012201/1.3.6.1.4.1.9590.100.1.2.222577965612300868005003452514204948816/000001.dcm
Calc-Training_P_00047_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.404839219413736533842597585243916012201/1.3.6.1.4.1.9590.100.1.2.222577965612300868005003452514204948816/000000.dcm
P_00047
2
LEFT
MLO
1
calcification
FINE_LINEAR_BRANCHING
CLUSTERED-LINEAR
4
MALIGNANT
3
Calc-Training_P_00047_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.42327953211221501409627851671608189501/1.3.6.1.4.1.9590.100.1.2.93188214610698815600756310350102908043/000000.dcm
Calc-Training_P_00047_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.423605148511005351534018620271909026174/1.3.6.1.4.1.9590.100.1.2.209011943713455167027412576173668727159/000001.dcm
Calc-Training_P_00047_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.423605148511005351534018620271909026174/1.3.6.1.4.1.9590.100.1.2.209011943713455167027412576173668727159/000000.dcm
P_00047
2
LEFT
MLO
2
calcification
FINE_LINEAR_BRANCHING
CLUSTERED-LINEAR
4
MALIGNANT
3
Calc-Training_P_00047_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.42327953211221501409627851671608189501/1.3.6.1.4.1.9590.100.1.2.93188214610698815600756310350102908043/000000.dcm
Calc-Training_P_00047_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.60043502912824165407602154251956587759/1.3.6.1.4.1.9590.100.1.2.401103076411422365839738925242183339717/000001.dcm
Calc-Training_P_00047_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.60043502912824165407602154251956587759/1.3.6.1.4.1.9590.100.1.2.401103076411422365839738925242183339717/000000.dcm
P_00047
2
LEFT
MLO
3
calcification
FINE_LINEAR_BRANCHING
CLUSTERED-LINEAR
4
MALIGNANT
3
Calc-Training_P_00047_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.42327953211221501409627851671608189501/1.3.6.1.4.1.9590.100.1.2.93188214610698815600756310350102908043/000000.dcm
Calc-Training_P_00047_LEFT_MLO_3/1.3.6.1.4.1.9590.100.1.2.99360959212011365009822629590882678956/1.3.6.1.4.1.9590.100.1.2.23503618413514097328688162641693101707/000001.dcm
Calc-Training_P_00047_LEFT_MLO_3/1.3.6.1.4.1.9590.100.1.2.99360959212011365009822629590882678956/1.3.6.1.4.1.9590.100.1.2.23503618413514097328688162641693101707/000000.dcm
P_00048
1
RIGHT
CC
1
calcification
LARGE_RODLIKE
SEGMENTAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00048_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.410055731112247012036248188220256364703/1.3.6.1.4.1.9590.100.1.2.113088658712941187126679102951042396054/000000.dcm
Calc-Training_P_00048_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.381990803111197240907053869240778192730/1.3.6.1.4.1.9590.100.1.2.326711620811888171315511763670145940189/000001.dcm
Calc-Training_P_00048_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.381990803111197240907053869240778192730/1.3.6.1.4.1.9590.100.1.2.326711620811888171315511763670145940189/000000.dcm
P_00048
1
RIGHT
CC
2
calcification
LARGE_RODLIKE
SEGMENTAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00048_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.410055731112247012036248188220256364703/1.3.6.1.4.1.9590.100.1.2.113088658712941187126679102951042396054/000000.dcm
Calc-Training_P_00048_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.167552004611436760005801926591790182396/1.3.6.1.4.1.9590.100.1.2.192459841012504885012002840901312356243/000001.dcm
Calc-Training_P_00048_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.167552004611436760005801926591790182396/1.3.6.1.4.1.9590.100.1.2.192459841012504885012002840901312356243/000000.dcm
P_00048
1
RIGHT
MLO
1
calcification
LARGE_RODLIKE
SEGMENTAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00048_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.285246051012141103110185857282988020948/1.3.6.1.4.1.9590.100.1.2.105968129011085973513291797982789439853/000000.dcm
Calc-Training_P_00048_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.165619276411495448711076304690911429897/1.3.6.1.4.1.9590.100.1.2.312746413612222890210457837312948002471/000001.dcm
Calc-Training_P_00048_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.165619276411495448711076304690911429897/1.3.6.1.4.1.9590.100.1.2.312746413612222890210457837312948002471/000000.dcm
P_00048
1
RIGHT
MLO
2
calcification
LARGE_RODLIKE
SEGMENTAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00048_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.285246051012141103110185857282988020948/1.3.6.1.4.1.9590.100.1.2.105968129011085973513291797982789439853/000000.dcm
Calc-Training_P_00048_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.395226545613437735113891887981269076610/1.3.6.1.4.1.9590.100.1.2.196497807112433957032611636770293325287/000001.dcm
Calc-Training_P_00048_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.395226545613437735113891887981269076610/1.3.6.1.4.1.9590.100.1.2.196497807112433957032611636770293325287/000000.dcm
P_00049
4
RIGHT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
3
Calc-Training_P_00049_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.54574932512575362039114628373141671344/1.3.6.1.4.1.9590.100.1.2.363998510013502165713496820931778815938/000000.dcm
Calc-Training_P_00049_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.232076487310825704619325190772257483420/1.3.6.1.4.1.9590.100.1.2.373450460011943535723485114102203879407/000001.dcm
Calc-Training_P_00049_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.232076487310825704619325190772257483420/1.3.6.1.4.1.9590.100.1.2.373450460011943535723485114102203879407/000000.dcm
P_00049
4
RIGHT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
3
Calc-Training_P_00049_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.74309857012526172005930845972808775796/1.3.6.1.4.1.9590.100.1.2.104480937912142008905105345630206309467/000000.dcm
Calc-Training_P_00049_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.261911494811362370001106925331478016914/1.3.6.1.4.1.9590.100.1.2.314482593211447105225663929790106186423/000001.dcm
Calc-Training_P_00049_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.261911494811362370001106925331478016914/1.3.6.1.4.1.9590.100.1.2.314482593211447105225663929790106186423/000000.dcm
P_00060
3
RIGHT
CC
1
calcification
AMORPHOUS
CLUSTERED
4
BENIGN
4
Calc-Training_P_00060_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.111184828512638871606677733150300131839/1.3.6.1.4.1.9590.100.1.2.107813078113989584811224180480605876395/000000.dcm
Calc-Training_P_00060_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.389428979712855090731248749250044517825/1.3.6.1.4.1.9590.100.1.2.268140751711318316342058369623432017269/000001.dcm
Calc-Training_P_00060_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.389428979712855090731248749250044517825/1.3.6.1.4.1.9590.100.1.2.268140751711318316342058369623432017269/000000.dcm
P_00060
3
RIGHT
MLO
1
calcification
AMORPHOUS
CLUSTERED
4
BENIGN
4
Calc-Training_P_00060_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.91476110713172979911552183463315793043/1.3.6.1.4.1.9590.100.1.2.81224121613615658336040014641017971693/000000.dcm
Calc-Training_P_00060_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.17890944012281470020025985570746068004/1.3.6.1.4.1.9590.100.1.2.394440237113159058009317567081341551514/000001.dcm
Calc-Training_P_00060_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.17890944012281470020025985570746068004/1.3.6.1.4.1.9590.100.1.2.394440237113159058009317567081341551514/000000.dcm
P_00062
3
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
5
Calc-Training_P_00062_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.185032347211890986400524453353693438646/1.3.6.1.4.1.9590.100.1.2.393322274613132551737979514223196972569/000000.dcm
Calc-Training_P_00062_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.3082096911452052323184582774223935449/1.3.6.1.4.1.9590.100.1.2.206320643512456142422128034601269161990/000001.dcm
Calc-Training_P_00062_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.3082096911452052323184582774223935449/1.3.6.1.4.1.9590.100.1.2.206320643512456142422128034601269161990/000000.dcm
P_00062
3
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
5
Calc-Training_P_00062_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.154569748312676107228097125292194099698/1.3.6.1.4.1.9590.100.1.2.363818853912156378310973075532003876069/000000.dcm
Calc-Training_P_00062_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.110972032413790503804818702523912741142/1.3.6.1.4.1.9590.100.1.2.300637685912809703816096682322380621217/000001.dcm
Calc-Training_P_00062_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.110972032413790503804818702523912741142/1.3.6.1.4.1.9590.100.1.2.300637685912809703816096682322380621217/000000.dcm
P_00063
2
RIGHT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
5
MALIGNANT
5
Calc-Training_P_00063_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.279667851910350937107242584640052604603/1.3.6.1.4.1.9590.100.1.2.228098801912010422113537916701035385124/000000.dcm
Calc-Training_P_00063_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.22450796811390649830070565510956056950/1.3.6.1.4.1.9590.100.1.2.23353865011854537308918270790747448793/000001.dcm
Calc-Training_P_00063_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.22450796811390649830070565510956056950/1.3.6.1.4.1.9590.100.1.2.23353865011854537308918270790747448793/000000.dcm
P_00063
2
RIGHT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
5
MALIGNANT
5
Calc-Training_P_00063_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.152210385711727196015856859430821912475/1.3.6.1.4.1.9590.100.1.2.213028272112982631512336331620101061807/000000.dcm
Calc-Training_P_00063_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.396872971013039488127305064111589500493/1.3.6.1.4.1.9590.100.1.2.367420849911583434101137288960888621366/000001.dcm
Calc-Training_P_00063_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.396872971013039488127305064111589500493/1.3.6.1.4.1.9590.100.1.2.367420849911583434101137288960888621366/000000.dcm
P_00071
2
RIGHT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
3
BENIGN
3
Calc-Training_P_00071_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.181430762911988571208863290221301198655/1.3.6.1.4.1.9590.100.1.2.417245885012230027939057578802735850674/000000.dcm
Calc-Training_P_00071_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.170115865612573646507357375293908696472/1.3.6.1.4.1.9590.100.1.2.58671166011167603620988174693978747239/000001.dcm
Calc-Training_P_00071_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.170115865612573646507357375293908696472/1.3.6.1.4.1.9590.100.1.2.58671166011167603620988174693978747239/000000.dcm
P_00071
2
RIGHT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
3
BENIGN
3
Calc-Training_P_00071_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.41021921311384639303213854041560085378/1.3.6.1.4.1.9590.100.1.2.260908917912584340334325958833375873776/000000.dcm
Calc-Training_P_00071_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.330266667112161980933371294012326000898/1.3.6.1.4.1.9590.100.1.2.408969321410699205918013687111110159762/000001.dcm
Calc-Training_P_00071_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.330266667112161980933371294012326000898/1.3.6.1.4.1.9590.100.1.2.408969321410699205918013687111110159762/000000.dcm
P_00078
2
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
1
Calc-Training_P_00078_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.190823154012137850526633568121335074864/1.3.6.1.4.1.9590.100.1.2.295998575611386490025864183312917474029/000000.dcm
Calc-Training_P_00078_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.242949641311158559519731723554198328959/1.3.6.1.4.1.9590.100.1.2.118041398411548857626787122023801406978/000001.dcm
Calc-Training_P_00078_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.242949641311158559519731723554198328959/1.3.6.1.4.1.9590.100.1.2.118041398411548857626787122023801406978/000000.dcm
P_00078
2
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
MALIGNANT
1
Calc-Training_P_00078_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.306022949612457168908506651110337994271/1.3.6.1.4.1.9590.100.1.2.102055444111189562121016464983795828597/000000.dcm
Calc-Training_P_00078_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.264285469011851276239740371670628123716/1.3.6.1.4.1.9590.100.1.2.288247537612268788818218599712870677562/000001.dcm
Calc-Training_P_00078_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.264285469011851276239740371670628123716/1.3.6.1.4.1.9590.100.1.2.288247537612268788818218599712870677562/000000.dcm
P_00083
4
RIGHT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
5
Calc-Training_P_00083_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.275045398312189721027021690053923866791/1.3.6.1.4.1.9590.100.1.2.337708571111934364527685482773600796600/000000.dcm
Calc-Training_P_00083_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.239983011011858036507833868071212915929/1.3.6.1.4.1.9590.100.1.2.48611933413318405717053001232480627775/000001.dcm
Calc-Training_P_00083_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.239983011011858036507833868071212915929/1.3.6.1.4.1.9590.100.1.2.48611933413318405717053001232480627775/000000.dcm
P_00084
3
LEFT
CC
1
calcification
PLEOMORPHIC
SEGMENTAL
4
MALIGNANT
5
Calc-Training_P_00084_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.67024352911175451315025368361963496706/1.3.6.1.4.1.9590.100.1.2.379175748313156423405585484032787500736/000000.dcm
Calc-Training_P_00084_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.10973060312735369216525953580805347123/1.3.6.1.4.1.9590.100.1.2.364924701212234605133247302584179763602/000001.dcm
Calc-Training_P_00084_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.10973060312735369216525953580805347123/1.3.6.1.4.1.9590.100.1.2.364924701212234605133247302584179763602/000000.dcm
P_00084
3
LEFT
MLO
1
calcification
PLEOMORPHIC
SEGMENTAL
4
MALIGNANT
5
Calc-Training_P_00084_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.241982865411994450803751325480522591993/1.3.6.1.4.1.9590.100.1.2.66112330411140340105014191773026467660/000000.dcm
Calc-Training_P_00084_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.34993000811673953425797764443739544005/1.3.6.1.4.1.9590.100.1.2.131766231511401706006244673881805190526/000001.dcm
Calc-Training_P_00084_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.34993000811673953425797764443739544005/1.3.6.1.4.1.9590.100.1.2.131766231511401706006244673881805190526/000000.dcm
P_00085
2
RIGHT
CC
1
calcification
PUNCTATE
CLUSTERED
3
MALIGNANT
2
Calc-Training_P_00085_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.425328790411312933836368529101633672573/1.3.6.1.4.1.9590.100.1.2.393240561112205128707391894273067457000/000000.dcm
Calc-Training_P_00085_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.386850499712160401106604458351285086395/1.3.6.1.4.1.9590.100.1.2.176760421811610134340837515872432270232/000001.dcm
Calc-Training_P_00085_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.386850499712160401106604458351285086395/1.3.6.1.4.1.9590.100.1.2.176760421811610134340837515872432270232/000000.dcm
P_00085
2
RIGHT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
3
MALIGNANT
2
Calc-Training_P_00085_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.250159549613619251135327563710983966505/1.3.6.1.4.1.9590.100.1.2.332622214912498098134724868361643196992/000000.dcm
Calc-Training_P_00085_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.353181528111028217529272626110544113975/1.3.6.1.4.1.9590.100.1.2.259354260510241675323210668930056163131/000001.dcm
Calc-Training_P_00085_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.353181528111028217529272626110544113975/1.3.6.1.4.1.9590.100.1.2.259354260510241675323210668930056163131/000000.dcm
P_00088
4
LEFT
CC
1
calcification
AMORPHOUS
CLUSTERED
4
MALIGNANT
2
Calc-Training_P_00088_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.36871810712713309940991440770595552407/1.3.6.1.4.1.9590.100.1.2.385676425013059820227250013453708267714/000000.dcm
Calc-Training_P_00088_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55175291212328299819294140280423092850/1.3.6.1.4.1.9590.100.1.2.334633084112387052223550821642297592918/000001.dcm
Calc-Training_P_00088_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55175291212328299819294140280423092850/1.3.6.1.4.1.9590.100.1.2.334633084112387052223550821642297592918/000000.dcm
P_00088
4
LEFT
MLO
1
calcification
AMORPHOUS
CLUSTERED
4
MALIGNANT
2
Calc-Training_P_00088_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.79982283711568734229189019390033560357/1.3.6.1.4.1.9590.100.1.2.70693830012973314811488014530500090172/000000.dcm
Calc-Training_P_00088_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.92095981611894284434698963663637763407/1.3.6.1.4.1.9590.100.1.2.84857614811208960942130353953345115139/000001.dcm
Calc-Training_P_00088_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.92095981611894284434698963663637763407/1.3.6.1.4.1.9590.100.1.2.84857614811208960942130353953345115139/000000.dcm
P_00091
3
LEFT
CC
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
3
Calc-Training_P_00091_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.276168566912790030905847417793203286230/1.3.6.1.4.1.9590.100.1.2.98211941611503864916543313040642872143/000000.dcm
Calc-Training_P_00091_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362175245611617264526540427814002670589/1.3.6.1.4.1.9590.100.1.2.379424800311840747207260589341218505902/000001.dcm
Calc-Training_P_00091_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362175245611617264526540427814002670589/1.3.6.1.4.1.9590.100.1.2.379424800311840747207260589341218505902/000000.dcm
P_00091
3
LEFT
MLO
1
calcification
PLEOMORPHIC
CLUSTERED
4
BENIGN
4
Calc-Training_P_00091_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.173883331311350440241611450180057182150/1.3.6.1.4.1.9590.100.1.2.148870984211333305831203941473577179039/000000.dcm
Calc-Training_P_00091_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.345010865811535825428883989971961289772/1.3.6.1.4.1.9590.100.1.2.325593428211278488039259098973854914959/000001.dcm
Calc-Training_P_00091_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.345010865811535825428883989971961289772/1.3.6.1.4.1.9590.100.1.2.325593428211278488039259098973854914959/000000.dcm
P_00098
4
LEFT
CC
1
calcification
PUNCTATE-LUCENT_CENTER
REGIONAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00098_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.133720276312652630012472308854241552223/1.3.6.1.4.1.9590.100.1.2.128971107611361603033728268130430556677/000000.dcm
Calc-Training_P_00098_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362532726510854502701157129212829970957/1.3.6.1.4.1.9590.100.1.2.53439685511264136414281289353575136933/000001.dcm
Calc-Training_P_00098_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362532726510854502701157129212829970957/1.3.6.1.4.1.9590.100.1.2.53439685511264136414281289353575136933/000000.dcm
P_00098
4
LEFT
MLO
1
calcification
PUNCTATE-LUCENT_CENTER
REGIONAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00098_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.327200542012342536126195193633256431673/1.3.6.1.4.1.9590.100.1.2.33861711511809892034543074661890550667/000000.dcm
Calc-Training_P_00098_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.272607025912065994614802325780290651121/1.3.6.1.4.1.9590.100.1.2.3029937311698740917534342400915829202/000001.dcm
Calc-Training_P_00098_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.272607025912065994614802325780290651121/1.3.6.1.4.1.9590.100.1.2.3029937311698740917534342400915829202/000000.dcm
P_00098
4
LEFT
MLO
2
calcification
PUNCTATE-LUCENT_CENTER
REGIONAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00098_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.327200542012342536126195193633256431673/1.3.6.1.4.1.9590.100.1.2.33861711511809892034543074661890550667/000000.dcm
Calc-Training_P_00098_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.264555873313736141701516105084167428158/1.3.6.1.4.1.9590.100.1.2.262036392910701862326725293060095348682/000001.dcm
Calc-Training_P_00098_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.264555873313736141701516105084167428158/1.3.6.1.4.1.9590.100.1.2.262036392910701862326725293060095348682/000000.dcm
P_00098
4
RIGHT
CC
1
calcification
VASCULAR-COARSE-LUCENT_CENTER-ROUND_AND_REGULAR-PUNCTATE
REGIONAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00098_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.261342561112145316326696436902397832720/1.3.6.1.4.1.9590.100.1.2.224225944413287957229090139042821529119/000000.dcm
Calc-Training_P_00098_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.378609699611337758842144172990556736958/1.3.6.1.4.1.9590.100.1.2.167430859011292126833540565793663288250/000001.dcm
Calc-Training_P_00098_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.378609699611337758842144172990556736958/1.3.6.1.4.1.9590.100.1.2.167430859011292126833540565793663288250/000000.dcm
P_00098
4
RIGHT
MLO
1
calcification
VASCULAR
null
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00098_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.190245321812312470804798660343131087262/1.3.6.1.4.1.9590.100.1.2.318543965711217763213591571541538853788/000000.dcm
Calc-Training_P_00098_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.233834595812223002404008185910928695455/1.3.6.1.4.1.9590.100.1.2.282974639611597066801307931391859618854/000001.dcm
Calc-Training_P_00098_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.233834595812223002404008185910928695455/1.3.6.1.4.1.9590.100.1.2.282974639611597066801307931391859618854/000000.dcm
P_00098
4
RIGHT
MLO
2
calcification
VASCULAR-COARSE-LUCENT_CENTER-ROUND_AND_REGULAR-PUNCTATE
REGIONAL
2
BENIGN_WITHOUT_CALLBACK
5
Calc-Training_P_00098_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.190245321812312470804798660343131087262/1.3.6.1.4.1.9590.100.1.2.318543965711217763213591571541538853788/000000.dcm
Calc-Training_P_00098_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.235763777613234449015896224324170612181/1.3.6.1.4.1.9590.100.1.2.303415165211679533201564627673299724866/000001.dcm
Calc-Training_P_00098_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.235763777613234449015896224324170612181/1.3.6.1.4.1.9590.100.1.2.303415165211679533201564627673299724866/000000.dcm
P_00101
3
RIGHT
CC
2
calcification
PLEOMORPHIC
CLUSTERED
5
MALIGNANT
5
Calc-Training_P_00101_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.76934332111369453912679279361302684702/1.3.6.1.4.1.9590.100.1.2.387302091512953100939990337603904295050/000000.dcm
Calc-Training_P_00101_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.28507926411219183730902437652610831875/1.3.6.1.4.1.9590.100.1.2.20296063612649904418258492673404565676/000001.dcm
Calc-Training_P_00101_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.28507926411219183730902437652610831875/1.3.6.1.4.1.9590.100.1.2.20296063612649904418258492673404565676/000000.dcm
P_00101
3
RIGHT
MLO
2
calcification
PLEOMORPHIC
CLUSTERED
5
MALIGNANT
5
Calc-Training_P_00101_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.65170910912448360731684642704279265078/1.3.6.1.4.1.9590.100.1.2.325202908012267823903213633892192510338/000000.dcm
Calc-Training_P_00101_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.345782656513401420627814417181923776840/1.3.6.1.4.1.9590.100.1.2.23281941811732347613699193692495870493/000001.dcm
Calc-Training_P_00101_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.345782656513401420627814417181923776840/1.3.6.1.4.1.9590.100.1.2.23281941811732347613699193692495870493/000000.dcm
P_00105
3
LEFT
CC
1
calcification
PUNCTATE
CLUSTERED
4
BENIGN
3
Calc-Training_P_00105_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.43047811412708024128566537501321526739/1.3.6.1.4.1.9590.100.1.2.8433705612119628039709943644165314222/000000.dcm
Calc-Training_P_00105_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.71146945511344141738078847200246457415/1.3.6.1.4.1.9590.100.1.2.65293480911198171827402456830091994445/000001.dcm
Calc-Training_P_00105_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.71146945511344141738078847200246457415/1.3.6.1.4.1.9590.100.1.2.65293480911198171827402456830091994445/000000.dcm
P_00105
3
LEFT
MLO
1
calcification
PUNCTATE
CLUSTERED
4
BENIGN
3
Calc-Training_P_00105_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.321311090812789724516496203681077430902/1.3.6.1.4.1.9590.100.1.2.173470568512513530609795736530062754770/000000.dcm
Calc-Training_P_00105_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.128055538112860205201731552592244498331/1.3.6.1.4.1.9590.100.1.2.337942833912434019512763920910510771944/000001.dcm
Calc-Training_P_00105_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.128055538112860205201731552592244498331/1.3.6.1.4.1.9590.100.1.2.337942833912434019512763920910510771944/000000.dcm
P_00106
1
RIGHT
CC
1
calcification
COARSE
null
2
BENIGN_WITHOUT_CALLBACK
4
Calc-Training_P_00106_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.77769823510297036413624879371452132501/1.3.6.1.4.1.9590.100.1.2.323217412710482457939027237711644777753/000000.dcm
Calc-Training_P_00106_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.123390653310426735425215382381587711800/1.3.6.1.4.1.9590.100.1.2.153103568711712377022447999032380454652/000001.dcm
Calc-Training_P_00106_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.123390653310426735425215382381587711800/1.3.6.1.4.1.9590.100.1.2.153103568711712377022447999032380454652/000000.dcm
P_00106
1
RIGHT
MLO
4
calcification
COARSE
null
2
BENIGN_WITHOUT_CALLBACK
4
Calc-Training_P_00106_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.285397839712946836108102340090893096750/1.3.6.1.4.1.9590.100.1.2.178623233311793947517899818422469606660/000000.dcm
Calc-Training_P_00106_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.33131093611639503228181730801462190605/1.3.6.1.4.1.9590.100.1.2.423017238411476484432162976453502508153/000001.dcm
Calc-Training_P_00106_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.33131093611639503228181730801462190605/1.3.6.1.4.1.9590.100.1.2.423017238411476484432162976453502508153/000000.dcm
P_00112
3
LEFT
CC
1
calcification
ROUND_AND_REGULAR-EGGSHELL
null
2
BENIGN_WITHOUT_CALLBACK
3
Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/000000.dcm
Calc-Training_P_00112_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.34530223312188124826456575031351913720/1.3.6.1.4.1.9590.100.1.2.235808582710559834528581958632991770614/000001.dcm
Calc-Training_P_00112_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.34530223312188124826456575031351913720/1.3.6.1.4.1.9590.100.1.2.235808582710559834528581958632991770614/000000.dcm
P_00112
3
LEFT
CC
2
calcification
ROUND_AND_REGULAR-EGGSHELL
null
2
BENIGN_WITHOUT_CALLBACK
3
Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/000000.dcm
Calc-Training_P_00112_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.370995161212824134537854094352165193668/1.3.6.1.4.1.9590.100.1.2.117135550711719008703695523040042530510/000001.dcm
Calc-Training_P_00112_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.370995161212824134537854094352165193668/1.3.6.1.4.1.9590.100.1.2.117135550711719008703695523040042530510/000000.dcm
P_00112
3
LEFT
CC
3
calcification
ROUND_AND_REGULAR-EGGSHELL
null
2
BENIGN_WITHOUT_CALLBACK
3
Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/000000.dcm
Calc-Training_P_00112_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.43093483511030093628501262283075286156/1.3.6.1.4.1.9590.100.1.2.325008952211176049115228258572880805694/000001.dcm
Calc-Training_P_00112_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.43093483511030093628501262283075286156/1.3.6.1.4.1.9590.100.1.2.325008952211176049115228258572880805694/000000.dcm
P_00112
3
LEFT
CC
4
calcification
ROUND_AND_REGULAR-EGGSHELL
null
2
BENIGN_WITHOUT_CALLBACK
3
Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/000000.dcm
Calc-Training_P_00112_LEFT_CC_4/1.3.6.1.4.1.9590.100.1.2.242929911112347315408911878513636301087/1.3.6.1.4.1.9590.100.1.2.236212560312069879139761471071724646211/000001.dcm
Calc-Training_P_00112_LEFT_CC_4/1.3.6.1.4.1.9590.100.1.2.242929911112347315408911878513636301087/1.3.6.1.4.1.9590.100.1.2.236212560312069879139761471071724646211/000000.dcm
P_00112
3
LEFT
MLO
1
calcification
ROUND_AND_REGULAR-EGGSHELL
null
2
BENIGN_WITHOUT_CALLBACK
3
Calc-Training_P_00112_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.229507926611612245303276550950140392772/1.3.6.1.4.1.9590.100.1.2.226337463110875594101666175242078490747/000000.dcm
Calc-Training_P_00112_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.39404384011275013440008030012392600504/1.3.6.1.4.1.9590.100.1.2.1812403011907166503254032751887670849/000001.dcm
Calc-Training_P_00112_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.39404384011275013440008030012392600504/1.3.6.1.4.1.9590.100.1.2.1812403011907166503254032751887670849/000000.dcm
End of preview.

Open radiograph metadata

Unmodified metadata tables from three openly licensed radiograph datasets, re-hosted at a fixed revision so that environments built on them load the same bytes every time. No images are included.

Folder Files Source License
nih/ Data_Entry_2017_v2020.csv NIH Clinical Center, ChestX-ray14 (nihcc.app.box.com/v/ChestXray-NIHCC) No restrictions on use (NIH Clinical Center); please cite Wang et al. 2017
cbis/ {mass,calc}_case_description_{train,test}_set.csv CBIS-DDSM, The Cancer Imaging Archive (doi:10.7937/K9/TCIA.2016.7O02S9CY) CC BY 3.0
graz/ dataset.csv GRAZPEDWRI-DX, figshare (doi:10.6084/m9.figshare.14825193) CC BY 4.0

Every file is byte-identical to its source download (SHA-256):

c69a6daca3549af707ca9cacbdf9f9a7b6a9188e8c61157df653520bb72d8eb1  nih/Data_Entry_2017_v2020.csv
a4bcc1c32bfd040212737e6e8c304819334abe717cfefff56431dc50ae6db723  cbis/mass_case_description_train_set.csv
60f0b4504ec024106bbdd1555030d220163ea9da0ea4688473a4c9c3e8ab0457  cbis/mass_case_description_test_set.csv
3c7b07e8202f66709f446b9695e96c5d17484a65fda6a24d0170a0c1b81d56e3  cbis/calc_case_description_train_set.csv
03a2f72efb6ed29f417e07f4598950e6a1e02e6b11250ff516ebe7924ace3689  cbis/calc_case_description_test_set.csv
55a53cbe9673e5f29ef0f2f6074ae791f1c27a3b48efadcd0b771225ff6379e8  graz/dataset.csv

Citations

  • Wang X, Peng Y, Lu L, Lu Z, Bagheri M, Summers RM. ChestX-ray8: Hospital-scale chest X-ray database and benchmarks on weakly-supervised classification and localization of common thorax diseases. CVPR 2017.
  • Sawyer-Lee R, Gimenez F, Hoogi A, Rubin D. Curated Breast Imaging Subset of Digital Database for Screening Mammography (CBIS-DDSM). The Cancer Imaging Archive, 2016. doi:10.7937/K9/TCIA.2016.7O02S9CY
  • Lee RS, Gimenez F, Hoogi A, Miyake KK, Gorovoy M, Rubin DL. A curated mammography data set for use in computer-aided detection and diagnosis research. Scientific Data 4, 170177 (2017).
  • Clark K, et al. The Cancer Imaging Archive (TCIA): Maintaining and operating a public information repository. Journal of Digital Imaging 26, 1045-1057 (2013).
  • Nagy E, Janisch M, Hržić F, Sorantin E, Tschauner S. A pediatric wrist trauma X-ray dataset (GRAZPEDWRI-DX) for machine learning. Scientific Data 9, 222 (2022).
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