Datasets:

ACSG-64
/

CBIS-DDSM-description-corrected

Tasks:

Languages:

English

Size:

1K<n<10K

Tags:

medical

License:

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xet

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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 ({'mass margins', 'breast_density', 'mass shape'}) and 3 missing columns ({'breast density', 'calc type', 'calc distribution'}).

This happened while the csv dataset builder was generating data using

hf://datasets/ACSG-64/CBIS-DDSM-description-corrected/mass_case_description_train_set.csv (at revision 8c1fc3d043c791e7f954ab73923df121d99d9b46)

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/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              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, "' + 2028
              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 1339, 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 972, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, 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 1833, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              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 ({'mass margins', 'breast_density', 'mass shape'}) and 3 missing columns ({'breast density', 'calc type', 'calc distribution'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/ACSG-64/CBIS-DDSM-description-corrected/mass_case_description_train_set.csv (at revision 8c1fc3d043c791e7f954ab73923df121d99d9b46)
              
              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
P_00005	3	RIGHT	CC	1	calcification	AMORPHOUS	CLUSTERED	3	MALIGNANT	3	Calc-Training_P_00005_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.408909860712120272633130274602115723157/1.3.6.1.4.1.9590.100.1.2.47414316010368386519740343172775938548/1-1.dcm	Calc-Training_P_00005_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.328778919012412769218080124214088709081/1.3.6.1.4.1.9590.100.1.2.393344010211719049419601138200355094682/1-2.dcm	Calc-Training_P_00005_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.328778919012412769218080124214088709081/1.3.6.1.4.1.9590.100.1.2.393344010211719049419601138200355094682/1-1.dcm
P_00005	3	RIGHT	MLO	1	calcification	AMORPHOUS	CLUSTERED	3	MALIGNANT	3	Calc-Training_P_00005_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.427517897311902339923511678883689433338/1.3.6.1.4.1.9590.100.1.2.250596608311207922527805669693579696727/1-1.dcm	Calc-Training_P_00005_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.67512362210319636108148504382680781938/1.3.6.1.4.1.9590.100.1.2.296281207812130400303493285473798422894/1-1.dcm	Calc-Training_P_00005_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.67512362210319636108148504382680781938/1.3.6.1.4.1.9590.100.1.2.296281207812130400303493285473798422894/1-2.dcm
P_00007	4	LEFT	CC	1	calcification	PLEOMORPHIC	LINEAR	4	BENIGN	4	Calc-Training_P_00007_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.201322325113694962619881476352450072222/1.3.6.1.4.1.9590.100.1.2.228699627313487111012474405462022068297/1-1.dcm	Calc-Training_P_00007_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.241202057913673145232234613012384759880/1.3.6.1.4.1.9590.100.1.2.314135871111943890422150247820137952041/1-1.dcm	Calc-Training_P_00007_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.241202057913673145232234613012384759880/1.3.6.1.4.1.9590.100.1.2.314135871111943890422150247820137952041/1-2.dcm
P_00007	4	LEFT	MLO	1	calcification	PLEOMORPHIC	LINEAR	4	BENIGN	4	Calc-Training_P_00007_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.370479499712916693322010643793108454887/1.3.6.1.4.1.9590.100.1.2.104743410411133110629448544090466900446/1-1.dcm	Calc-Training_P_00007_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.314250272911170289203882349024229868823/1.3.6.1.4.1.9590.100.1.2.91458279612485515203413781822560852485/1-1.dcm	Calc-Training_P_00007_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.314250272911170289203882349024229868823/1.3.6.1.4.1.9590.100.1.2.91458279612485515203413781822560852485/1-2.dcm
P_00008	1	LEFT	CC	1	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.162256682111885666305889708873412464189/1.3.6.1.4.1.9590.100.1.2.406725628213826290127343763811145520834/1-1.dcm	Calc-Training_P_00008_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.336811694512764490002272925921108351157/1.3.6.1.4.1.9590.100.1.2.281397494612871934937455783843630775495/1-1.dcm	Calc-Training_P_00008_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.336811694512764490002272925921108351157/1.3.6.1.4.1.9590.100.1.2.281397494612871934937455783843630775495/1-2.dcm
P_00008	1	LEFT	CC	2	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.162256682111885666305889708873412464189/1.3.6.1.4.1.9590.100.1.2.406725628213826290127343763811145520834/1-1.dcm	Calc-Training_P_00008_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.207558519313356140106496367610041842177/1.3.6.1.4.1.9590.100.1.2.2024181113538627406890441552979568519/1-1.dcm	Calc-Training_P_00008_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.207558519313356140106496367610041842177/1.3.6.1.4.1.9590.100.1.2.2024181113538627406890441552979568519/1-2.dcm
P_00008	1	LEFT	CC	3	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.162256682111885666305889708873412464189/1.3.6.1.4.1.9590.100.1.2.406725628213826290127343763811145520834/1-1.dcm	Calc-Training_P_00008_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.74480335312443720440103727953726257477/1.3.6.1.4.1.9590.100.1.2.358964325411863896506852883280957478483/1-1.dcm	Calc-Training_P_00008_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.74480335312443720440103727953726257477/1.3.6.1.4.1.9590.100.1.2.358964325411863896506852883280957478483/1-2.dcm
P_00008	1	LEFT	MLO	1	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.84155842712765660429462608981255328663/1.3.6.1.4.1.9590.100.1.2.14784689311239808604822345534163797907/1-1.dcm	Calc-Training_P_00008_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.194216643012943010222741170453094926786/1.3.6.1.4.1.9590.100.1.2.81216723513826953322779836314123146864/1-1.dcm	Calc-Training_P_00008_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.194216643012943010222741170453094926786/1.3.6.1.4.1.9590.100.1.2.81216723513826953322779836314123146864/1-2.dcm
P_00008	1	LEFT	MLO	2	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.84155842712765660429462608981255328663/1.3.6.1.4.1.9590.100.1.2.14784689311239808604822345534163797907/1-1.dcm	Calc-Training_P_00008_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.363735588611036329226111671323507141479/1.3.6.1.4.1.9590.100.1.2.101644730412034535338273957660005319377/1-1.dcm	Calc-Training_P_00008_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.363735588611036329226111671323507141479/1.3.6.1.4.1.9590.100.1.2.101644730412034535338273957660005319377/1-2.dcm
P_00008	1	LEFT	MLO	3	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.84155842712765660429462608981255328663/1.3.6.1.4.1.9590.100.1.2.14784689311239808604822345534163797907/1-1.dcm	Calc-Training_P_00008_LEFT_MLO_3/1.3.6.1.4.1.9590.100.1.2.161386321913969368010907593284201308852/1.3.6.1.4.1.9590.100.1.2.4165882011639284134385639942174899929/1-1.dcm	Calc-Training_P_00008_LEFT_MLO_3/1.3.6.1.4.1.9590.100.1.2.161386321913969368010907593284201308852/1.3.6.1.4.1.9590.100.1.2.4165882011639284134385639942174899929/1-2.dcm
P_00008	1	RIGHT	CC	1	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.107045919512740883041445065473029564555/1.3.6.1.4.1.9590.100.1.2.22623043712768131109740179664004028729/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.245715435511636356128998670691594193130/1.3.6.1.4.1.9590.100.1.2.381673661212780323135268919272474455898/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.245715435511636356128998670691594193130/1.3.6.1.4.1.9590.100.1.2.381673661212780323135268919272474455898/1-2.dcm
P_00008	1	RIGHT	CC	2	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.107045919512740883041445065473029564555/1.3.6.1.4.1.9590.100.1.2.22623043712768131109740179664004028729/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.388031909913461523741638977443345544764/1.3.6.1.4.1.9590.100.1.2.402144517512294257725014657711360120612/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.388031909913461523741638977443345544764/1.3.6.1.4.1.9590.100.1.2.402144517512294257725014657711360120612/1-2.dcm
P_00008	1	RIGHT	CC	3	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.107045919512740883041445065473029564555/1.3.6.1.4.1.9590.100.1.2.22623043712768131109740179664004028729/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_3/1.3.6.1.4.1.9590.100.1.2.286235001712903062633086777743059612475/1.3.6.1.4.1.9590.100.1.2.47180989312717299212637285692300339843/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_3/1.3.6.1.4.1.9590.100.1.2.286235001712903062633086777743059612475/1.3.6.1.4.1.9590.100.1.2.47180989312717299212637285692300339843/1-2.dcm
P_00008	1	RIGHT	CC	4	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.107045919512740883041445065473029564555/1.3.6.1.4.1.9590.100.1.2.22623043712768131109740179664004028729/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_4/1.3.6.1.4.1.9590.100.1.2.329225492012667830129867452633670118749/1.3.6.1.4.1.9590.100.1.2.14064028811800401439367322990347421397/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_4/1.3.6.1.4.1.9590.100.1.2.329225492012667830129867452633670118749/1.3.6.1.4.1.9590.100.1.2.14064028811800401439367322990347421397/1-2.dcm
P_00008	1	RIGHT	CC	5	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.107045919512740883041445065473029564555/1.3.6.1.4.1.9590.100.1.2.22623043712768131109740179664004028729/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_5/1.3.6.1.4.1.9590.100.1.2.380321169012960050228103376923656762037/1.3.6.1.4.1.9590.100.1.2.120909200811297129534990621883140982571/1-1.dcm	Calc-Training_P_00008_RIGHT_CC_5/1.3.6.1.4.1.9590.100.1.2.380321169012960050228103376923656762037/1.3.6.1.4.1.9590.100.1.2.120909200811297129534990621883140982571/1-2.dcm
P_00008	1	RIGHT	MLO	1	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.409130800612759052300668809494105321704/1.3.6.1.4.1.9590.100.1.2.101743131510015201839523365310215332980/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.55886733812728802942826180100823319553/1.3.6.1.4.1.9590.100.1.2.178605044312208856828349828402686035872/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.55886733812728802942826180100823319553/1.3.6.1.4.1.9590.100.1.2.178605044312208856828349828402686035872/1-2.dcm
P_00008	1	RIGHT	MLO	2	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.409130800612759052300668809494105321704/1.3.6.1.4.1.9590.100.1.2.101743131510015201839523365310215332980/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.280011393710765496005384352010808143790/1.3.6.1.4.1.9590.100.1.2.331272392312810680208167182330569113015/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.280011393710765496005384352010808143790/1.3.6.1.4.1.9590.100.1.2.331272392312810680208167182330569113015/1-2.dcm
P_00008	1	RIGHT	MLO	3	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.409130800612759052300668809494105321704/1.3.6.1.4.1.9590.100.1.2.101743131510015201839523365310215332980/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_3/1.3.6.1.4.1.9590.100.1.2.162227588613481468013321445171837888817/1.3.6.1.4.1.9590.100.1.2.235185902412273841827024570100408842689/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_3/1.3.6.1.4.1.9590.100.1.2.162227588613481468013321445171837888817/1.3.6.1.4.1.9590.100.1.2.235185902412273841827024570100408842689/1-2.dcm
P_00008	1	RIGHT	MLO	4	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.409130800612759052300668809494105321704/1.3.6.1.4.1.9590.100.1.2.101743131510015201839523365310215332980/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.132985531212451490403123803083981560096/1.3.6.1.4.1.9590.100.1.2.390127867912048244225667613783565099051/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.132985531212451490403123803083981560096/1.3.6.1.4.1.9590.100.1.2.390127867912048244225667613783565099051/1-2.dcm
P_00008	1	RIGHT	MLO	5	calcification	null	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00008_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.409130800612759052300668809494105321704/1.3.6.1.4.1.9590.100.1.2.101743131510015201839523365310215332980/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_5/1.3.6.1.4.1.9590.100.1.2.408072078011734082700706361661041654800/1.3.6.1.4.1.9590.100.1.2.110239940911508321642452494603485658950/1-1.dcm	Calc-Training_P_00008_RIGHT_MLO_5/1.3.6.1.4.1.9590.100.1.2.408072078011734082700706361661041654800/1.3.6.1.4.1.9590.100.1.2.110239940911508321642452494603485658950/1-2.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/1.3.6.1.4.1.9590.100.1.2.407563183711621278003163718900991700045/1.3.6.1.4.1.9590.100.1.2.271665327610523966032056303433070740031/1-1.dcm	Calc-Training_P_00010_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.168094153710570150133668236003280877932/1.3.6.1.4.1.9590.100.1.2.134997264213461213722792787583100891044/1-1.dcm	Calc-Training_P_00010_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.168094153710570150133668236003280877932/1.3.6.1.4.1.9590.100.1.2.134997264213461213722792787583100891044/1-2.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/1.3.6.1.4.1.9590.100.1.2.26432225411287089319376928502511711153/1.3.6.1.4.1.9590.100.1.2.138089954813057214218822588283956286942/1-1.dcm	Calc-Training_P_00010_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.20624211810490459831338151863730229494/1.3.6.1.4.1.9590.100.1.2.422975404213948253115968006872457071816/1-1.dcm	Calc-Training_P_00010_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.20624211810490459831338151863730229494/1.3.6.1.4.1.9590.100.1.2.422975404213948253115968006872457071816/1-2.dcm
P_00011	3	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	1	Calc-Training_P_00011_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.276155542712021701434787721271107268211/1.3.6.1.4.1.9590.100.1.2.389208391412680785736990872734216560014/1-1.dcm	Calc-Training_P_00011_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.61439964612448968440578551574178017919/1.3.6.1.4.1.9590.100.1.2.295670217913556255928452747763741622478/1-1.dcm	Calc-Training_P_00011_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.61439964612448968440578551574178017919/1.3.6.1.4.1.9590.100.1.2.295670217913556255928452747763741622478/1-2.dcm
P_00011	3	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	1	Calc-Training_P_00011_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.226101260211733383431616492821244251459/1.3.6.1.4.1.9590.100.1.2.121177287111311333525188386730741141286/1-1.dcm	Calc-Training_P_00011_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.371771967112570972808361004873738972901/1.3.6.1.4.1.9590.100.1.2.322827497111788541011797367452646804830/1-1.dcm	Calc-Training_P_00011_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.371771967112570972808361004873738972901/1.3.6.1.4.1.9590.100.1.2.322827497111788541011797367452646804830/1-2.dcm
P_00012	2	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	4	Calc-Training_P_00012_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.41801183312109695302459926162531744292/1.3.6.1.4.1.9590.100.1.2.97980732212593010616197208512945314995/1-1.dcm	Calc-Training_P_00012_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.277826312012567873540552331742789568935/1.3.6.1.4.1.9590.100.1.2.237853014212929374928763150281795876932/1-1.dcm	Calc-Training_P_00012_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.277826312012567873540552331742789568935/1.3.6.1.4.1.9590.100.1.2.237853014212929374928763150281795876932/1-2.dcm
P_00012	2	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	3	Calc-Training_P_00012_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.312602420012916946632859434732074583789/1.3.6.1.4.1.9590.100.1.2.307271664512650974022213502811472047069/1-1.dcm	Calc-Training_P_00012_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.78753198612199081812600833723126239399/1.3.6.1.4.1.9590.100.1.2.55891837611351185918415450910974994265/1-1.dcm	Calc-Training_P_00012_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.78753198612199081812600833723126239399/1.3.6.1.4.1.9590.100.1.2.55891837611351185918415450910974994265/1-2.dcm
P_00013	4	RIGHT	MLO	1	calcification	PLEOMORPHIC	SEGMENTAL	4	BENIGN	4	Calc-Training_P_00013_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.42338003413067189920718816374279625255/1.3.6.1.4.1.9590.100.1.2.255137593013925166616863669013323358727/1-1.dcm	Calc-Training_P_00013_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.30750466413996500404908891180795723799/1.3.6.1.4.1.9590.100.1.2.134271930511970107125439128431885497686/1-1.dcm	Calc-Training_P_00013_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.30750466413996500404908891180795723799/1.3.6.1.4.1.9590.100.1.2.134271930511970107125439128431885497686/1-2.dcm
P_00014	4	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	4	Calc-Training_P_00014_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.356512945711558661035394607423245971473/1.3.6.1.4.1.9590.100.1.2.223898792711166317117028681443870663410/1-1.dcm	Calc-Training_P_00014_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.153698859410881925116101049791806074536/1.3.6.1.4.1.9590.100.1.2.311445004311718345727866843480756796228/1-1.dcm	Calc-Training_P_00014_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.153698859410881925116101049791806074536/1.3.6.1.4.1.9590.100.1.2.311445004311718345727866843480756796228/1-2.dcm
P_00014	4	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	4	Calc-Training_P_00014_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.357706073312614998302753253342796714335/1.3.6.1.4.1.9590.100.1.2.365997488611944218017486419344205403717/1-1.dcm	Calc-Training_P_00014_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.419762255011080156935122402682357190613/1.3.6.1.4.1.9590.100.1.2.122498771111102445907467078994049533119/1-1.dcm	Calc-Training_P_00014_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.419762255011080156935122402682357190613/1.3.6.1.4.1.9590.100.1.2.122498771111102445907467078994049533119/1-2.dcm
P_00016	4	LEFT	CC	2	calcification	PLEOMORPHIC	CLUSTERED	5	MALIGNANT	5	Calc-Training_P_00016_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.253978149511101060208020783490216122221/1.3.6.1.4.1.9590.100.1.2.260460400911929915941068601874038374118/1-1.dcm	Calc-Training_P_00016_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.54490564211198580905008733451151683582/1.3.6.1.4.1.9590.100.1.2.10261408111547512240423761044231037522/1-1.dcm	Calc-Training_P_00016_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.54490564211198580905008733451151683582/1.3.6.1.4.1.9590.100.1.2.10261408111547512240423761044231037522/1-2.dcm
P_00016	4	LEFT	MLO	2	calcification	PLEOMORPHIC	CLUSTERED	5	MALIGNANT	5	Calc-Training_P_00016_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.403054351612012693932407333282693962962/1.3.6.1.4.1.9590.100.1.2.209772357711578913441417422530940059315/1-1.dcm	Calc-Training_P_00016_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.27173821812974108106551553800429367995/1.3.6.1.4.1.9590.100.1.2.381575221712591392123051754360473574926/1-1.dcm	Calc-Training_P_00016_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.27173821812974108106551553800429367995/1.3.6.1.4.1.9590.100.1.2.381575221712591392123051754360473574926/1-2.dcm
P_00019	4	RIGHT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	2	Calc-Training_P_00019_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.402862878710879755318440884650362135937/1.3.6.1.4.1.9590.100.1.2.211427675111583558805605682400609571318/1-1.dcm	Calc-Training_P_00019_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.321333206211434894702467255612410089563/1.3.6.1.4.1.9590.100.1.2.141269558913652553006787176281528676980/1-1.dcm	Calc-Training_P_00019_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.321333206211434894702467255612410089563/1.3.6.1.4.1.9590.100.1.2.141269558913652553006787176281528676980/1-2.dcm
P_00019	4	RIGHT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	2	Calc-Training_P_00019_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.86372204413773963300916773660922384889/1.3.6.1.4.1.9590.100.1.2.326956207912458716509788527682547540915/1-1.dcm	Calc-Training_P_00019_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.180383217411474965117355808620907562244/1.3.6.1.4.1.9590.100.1.2.181380004612430571924629395230074095682/1-1.dcm	Calc-Training_P_00019_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.180383217411474965117355808620907562244/1.3.6.1.4.1.9590.100.1.2.181380004612430571924629395230074095682/1-2.dcm
P_00020	2	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	4	Calc-Training_P_00020_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.94638648511513340427968278020357855320/1.3.6.1.4.1.9590.100.1.2.153128347813213947224177706732042659268/1-1.dcm	Calc-Training_P_00020_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.380637862511101891719875529443997027392/1.3.6.1.4.1.9590.100.1.2.270637349710602065435194182703174870832/1-1.dcm	Calc-Training_P_00020_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.380637862511101891719875529443997027392/1.3.6.1.4.1.9590.100.1.2.270637349710602065435194182703174870832/1-2.dcm
P_00020	2	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	4	Calc-Training_P_00020_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.2382334511180002731736037621676649334/1.3.6.1.4.1.9590.100.1.2.375674998311057227230516729621119693765/1-1.dcm	Calc-Training_P_00020_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.62168777911459910621276981030193814075/1.3.6.1.4.1.9590.100.1.2.248325372712820177102654974923908928004/1-1.dcm	Calc-Training_P_00020_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.62168777911459910621276981030193814075/1.3.6.1.4.1.9590.100.1.2.248325372712820177102654974923908928004/1-2.dcm
P_00022	3	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	3	Calc-Training_P_00022_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.26048586011838999619697470803489754112/1.3.6.1.4.1.9590.100.1.2.24368093313180939040871774012013458310/1-1.dcm	Calc-Training_P_00022_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.317027799511573865538670255673783427133/1.3.6.1.4.1.9590.100.1.2.119884457512153326013037224232242295465/1-1.dcm	Calc-Training_P_00022_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.317027799511573865538670255673783427133/1.3.6.1.4.1.9590.100.1.2.119884457512153326013037224232242295465/1-2.dcm
P_00022	3	LEFT	MLO	1	calcification	AMORPHOUS	CLUSTERED	4	BENIGN	3	Calc-Training_P_00022_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.198596134813889580735908276893369792931/1.3.6.1.4.1.9590.100.1.2.48194957612266309424978320751888077522/1-1.dcm	Calc-Training_P_00022_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.153793611812874493420885132042885021142/1.3.6.1.4.1.9590.100.1.2.247856488010934370936211541980731726802/1-1.dcm	Calc-Training_P_00022_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.153793611812874493420885132042885021142/1.3.6.1.4.1.9590.100.1.2.247856488010934370936211541980731726802/1-2.dcm
P_00024	4	LEFT	CC	1	calcification	PUNCTATE	CLUSTERED	4	BENIGN	2	Calc-Training_P_00024_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.73315536511074306334196798871768995089/1.3.6.1.4.1.9590.100.1.2.397804062110838057908993345582718463885/1-1.dcm	Calc-Training_P_00024_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.169637090711888652300135413003428784836/1.3.6.1.4.1.9590.100.1.2.260097167111163597619865862880949123212/1-1.dcm	Calc-Training_P_00024_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.169637090711888652300135413003428784836/1.3.6.1.4.1.9590.100.1.2.260097167111163597619865862880949123212/1-2.dcm
P_00024	4	LEFT	MLO	1	calcification	PUNCTATE	CLUSTERED	4	BENIGN	2	Calc-Training_P_00024_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.125949998012485756404023679032358913996/1.3.6.1.4.1.9590.100.1.2.124903870811866529208918844773289609447/1-1.dcm	Calc-Training_P_00024_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.120255228612685695733328725963210290485/1.3.6.1.4.1.9590.100.1.2.146067391511184368515298581922159428804/1-1.dcm	Calc-Training_P_00024_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.120255228612685695733328725963210290485/1.3.6.1.4.1.9590.100.1.2.146067391511184368515298581922159428804/1-2.dcm
P_00028	4	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	1	Calc-Training_P_00028_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.43782707412115361525617363602457775937/1.3.6.1.4.1.9590.100.1.2.384733400713300334228962042161417756433/1-1.dcm	Calc-Training_P_00028_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.304652523211635217600539833652824421473/1.3.6.1.4.1.9590.100.1.2.81595047412515733434402090860388891176/1-1.dcm	Calc-Training_P_00028_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.304652523211635217600539833652824421473/1.3.6.1.4.1.9590.100.1.2.81595047412515733434402090860388891176/1-2.dcm
P_00029	3	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	2	Calc-Training_P_00029_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.322363293511149457511441419560766495083/1.3.6.1.4.1.9590.100.1.2.17808023811916375736730464253632504086/1-1.dcm	Calc-Training_P_00029_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55639035013364960527779337013001262160/1.3.6.1.4.1.9590.100.1.2.283698635311271285431196161914106924769/1-1.dcm	Calc-Training_P_00029_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55639035013364960527779337013001262160/1.3.6.1.4.1.9590.100.1.2.283698635311271285431196161914106924769/1-2.dcm
P_00029	3	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	2	Calc-Training_P_00029_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.177960697110436492439838695784087917161/1.3.6.1.4.1.9590.100.1.2.159721624211840137932472262611105662911/1-1.dcm	Calc-Training_P_00029_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.88944312212755073134368902711883995530/1.3.6.1.4.1.9590.100.1.2.318008934812095861631325144443543053501/1-1.dcm	Calc-Training_P_00029_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.88944312212755073134368902711883995530/1.3.6.1.4.1.9590.100.1.2.318008934812095861631325144443543053501/1-2.dcm
P_00030	2	LEFT	CC	1	calcification	COARSE	null	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00030_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.277450526512524450123128213833451240023/1.3.6.1.4.1.9590.100.1.2.231380228412044580229454614280746403429/1-1.dcm	Calc-Training_P_00030_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.239990820812413427402363232000875401222/1.3.6.1.4.1.9590.100.1.2.41786833313793784634388553313429932034/1-1.dcm	Calc-Training_P_00030_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.239990820812413427402363232000875401222/1.3.6.1.4.1.9590.100.1.2.41786833313793784634388553313429932034/1-2.dcm
P_00030	2	LEFT	CC	2	calcification	VASCULAR	null	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00030_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.277450526512524450123128213833451240023/1.3.6.1.4.1.9590.100.1.2.231380228412044580229454614280746403429/1-1.dcm	Calc-Training_P_00030_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.273773390512282930034268207821639476088/1.3.6.1.4.1.9590.100.1.2.70443846713903862142152818260703210410/1-1.dcm	Calc-Training_P_00030_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.273773390512282930034268207821639476088/1.3.6.1.4.1.9590.100.1.2.70443846713903862142152818260703210410/1-2.dcm
P_00030	2	LEFT	MLO	1	calcification	COARSE	null	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00030_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.36125268511964688142424188710430995489/1.3.6.1.4.1.9590.100.1.2.378637774911181109017340773404018176403/1-1.dcm	Calc-Training_P_00030_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.60637239812280743622314210663360971515/1.3.6.1.4.1.9590.100.1.2.64900583912400133201398296532125171360/1-1.dcm	Calc-Training_P_00030_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.60637239812280743622314210663360971515/1.3.6.1.4.1.9590.100.1.2.64900583912400133201398296532125171360/1-2.dcm
P_00030	2	LEFT	MLO	2	calcification	VASCULAR	null	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00030_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.36125268511964688142424188710430995489/1.3.6.1.4.1.9590.100.1.2.378637774911181109017340773404018176403/1-1.dcm	Calc-Training_P_00030_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.208348770512586173314263727692961165705/1.3.6.1.4.1.9590.100.1.2.34207961511245609216026123543326296215/1-1.dcm	Calc-Training_P_00030_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.208348770512586173314263727692961165705/1.3.6.1.4.1.9590.100.1.2.34207961511245609216026123543326296215/1-2.dcm
P_00030	2	RIGHT	CC	1	calcification	VASCULAR	null	2	BENIGN_WITHOUT_CALLBACK	4	Calc-Training_P_00030_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.298761075711316947234552995150655234303/1.3.6.1.4.1.9590.100.1.2.298477783611607430420740660610178234342/1-1.dcm	Calc-Training_P_00030_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.259212268011015199132482771603442653513/1.3.6.1.4.1.9590.100.1.2.309659509510887454513411511083166810058/1-1.dcm	Calc-Training_P_00030_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.259212268011015199132482771603442653513/1.3.6.1.4.1.9590.100.1.2.309659509510887454513411511083166810058/1-2.dcm
P_00030	2	RIGHT	MLO	1	calcification	VASCULAR	null	2	BENIGN_WITHOUT_CALLBACK	4	Calc-Training_P_00030_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.423205417111965408516647709462910421014/1.3.6.1.4.1.9590.100.1.2.8224011612206957419584270413389091077/1-1.dcm	Calc-Training_P_00030_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.376345513711019906205979682672524947128/1.3.6.1.4.1.9590.100.1.2.406355689512315731134944644420603490297/1-1.dcm	Calc-Training_P_00030_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.376345513711019906205979682672524947128/1.3.6.1.4.1.9590.100.1.2.406355689512315731134944644420603490297/1-2.dcm
P_00031	4	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	1	Calc-Training_P_00031_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.423368663612518985306634600221581907797/1.3.6.1.4.1.9590.100.1.2.291621955011202146833857094874091601522/1-1.dcm	Calc-Training_P_00031_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.220051702412242907337293267251039816975/1.3.6.1.4.1.9590.100.1.2.130787931412988499623264314072006524793/1-1.dcm	Calc-Training_P_00031_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.220051702412242907337293267251039816975/1.3.6.1.4.1.9590.100.1.2.130787931412988499623264314072006524793/1-2.dcm
P_00034	3	RIGHT	CC	2	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	4	Calc-Training_P_00034_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.268859269412655083322303207990295888254/1.3.6.1.4.1.9590.100.1.2.201499455513205630518500217693628672169/1-1.dcm	Calc-Training_P_00034_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.161403010412163078237192669872827688964/1.3.6.1.4.1.9590.100.1.2.40204365512880018321779759940450653990/1-1.dcm	Calc-Training_P_00034_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.161403010412163078237192669872827688964/1.3.6.1.4.1.9590.100.1.2.40204365512880018321779759940450653990/1-2.dcm
P_00034	3	RIGHT	MLO	2	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	4	Calc-Training_P_00034_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.274955931012688117617126795631068933300/1.3.6.1.4.1.9590.100.1.2.287974861112966343326395908123786241211/1-1.dcm	Calc-Training_P_00034_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.314756926311256422439033335600748653017/1.3.6.1.4.1.9590.100.1.2.240307055812982365934923559750850873600/1-1.dcm	Calc-Training_P_00034_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.314756926311256422439033335600748653017/1.3.6.1.4.1.9590.100.1.2.240307055812982365934923559750850873600/1-2.dcm
P_00043	3	LEFT	MLO	1	calcification	PLEOMORPHIC	SEGMENTAL	4	MALIGNANT	3	Calc-Training_P_00043_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.94294681410362720825065184111316689761/1.3.6.1.4.1.9590.100.1.2.375522455511603175139383410422347392769/1-1.dcm	Calc-Training_P_00043_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.404837061312707075133393622153954649206/1.3.6.1.4.1.9590.100.1.2.189314452112933869040154302904039491366/1-1.dcm	Calc-Training_P_00043_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.404837061312707075133393622153954649206/1.3.6.1.4.1.9590.100.1.2.189314452112933869040154302904039491366/1-2.dcm
P_00047	2	LEFT	CC	1	calcification	FINE_LINEAR_BRANCHING	CLUSTERED-LINEAR	4	MALIGNANT	3	Calc-Training_P_00047_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.155046609013709176715670803564130273583/1.3.6.1.4.1.9590.100.1.2.391876226111657492320851639130860760300/1-1.dcm	Calc-Training_P_00047_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.334915062713405775408348382023149726434/1.3.6.1.4.1.9590.100.1.2.53879264413665805525747562692337775436/1-1.dcm	Calc-Training_P_00047_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.334915062713405775408348382023149726434/1.3.6.1.4.1.9590.100.1.2.53879264413665805525747562692337775436/1-2.dcm
P_00047	2	LEFT	CC	2	calcification	FINE_LINEAR_BRANCHING	CLUSTERED-LINEAR	4	MALIGNANT	3	Calc-Training_P_00047_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.155046609013709176715670803564130273583/1.3.6.1.4.1.9590.100.1.2.391876226111657492320851639130860760300/1-1.dcm	Calc-Training_P_00047_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.265093344711976120305586418370956919449/1.3.6.1.4.1.9590.100.1.2.219800829712677423516477981542625247692/1-1.dcm	Calc-Training_P_00047_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.265093344711976120305586418370956919449/1.3.6.1.4.1.9590.100.1.2.219800829712677423516477981542625247692/1-2.dcm
P_00047	2	LEFT	CC	3	calcification	FINE_LINEAR_BRANCHING	CLUSTERED-LINEAR	4	MALIGNANT	3	Calc-Training_P_00047_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.155046609013709176715670803564130273583/1.3.6.1.4.1.9590.100.1.2.391876226111657492320851639130860760300/1-1.dcm	Calc-Training_P_00047_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.404839219413736533842597585243916012201/1.3.6.1.4.1.9590.100.1.2.222577965612300868005003452514204948816/1-1.dcm	Calc-Training_P_00047_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.404839219413736533842597585243916012201/1.3.6.1.4.1.9590.100.1.2.222577965612300868005003452514204948816/1-2.dcm
P_00047	2	LEFT	MLO	1	calcification	FINE_LINEAR_BRANCHING	CLUSTERED-LINEAR	4	MALIGNANT	3	Calc-Training_P_00047_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.42327953211221501409627851671608189501/1.3.6.1.4.1.9590.100.1.2.93188214610698815600756310350102908043/1-1.dcm	Calc-Training_P_00047_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.423605148511005351534018620271909026174/1.3.6.1.4.1.9590.100.1.2.209011943713455167027412576173668727159/1-1.dcm	Calc-Training_P_00047_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.423605148511005351534018620271909026174/1.3.6.1.4.1.9590.100.1.2.209011943713455167027412576173668727159/1-2.dcm
P_00047	2	LEFT	MLO	2	calcification	FINE_LINEAR_BRANCHING	CLUSTERED-LINEAR	4	MALIGNANT	3	Calc-Training_P_00047_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.42327953211221501409627851671608189501/1.3.6.1.4.1.9590.100.1.2.93188214610698815600756310350102908043/1-1.dcm	Calc-Training_P_00047_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.60043502912824165407602154251956587759/1.3.6.1.4.1.9590.100.1.2.401103076411422365839738925242183339717/1-1.dcm	Calc-Training_P_00047_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.60043502912824165407602154251956587759/1.3.6.1.4.1.9590.100.1.2.401103076411422365839738925242183339717/1-2.dcm
P_00047	2	LEFT	MLO	3	calcification	FINE_LINEAR_BRANCHING	CLUSTERED-LINEAR	4	MALIGNANT	3	Calc-Training_P_00047_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.42327953211221501409627851671608189501/1.3.6.1.4.1.9590.100.1.2.93188214610698815600756310350102908043/1-1.dcm	Calc-Training_P_00047_LEFT_MLO_3/1.3.6.1.4.1.9590.100.1.2.99360959212011365009822629590882678956/1.3.6.1.4.1.9590.100.1.2.23503618413514097328688162641693101707/1-1.dcm	Calc-Training_P_00047_LEFT_MLO_3/1.3.6.1.4.1.9590.100.1.2.99360959212011365009822629590882678956/1.3.6.1.4.1.9590.100.1.2.23503618413514097328688162641693101707/1-2.dcm
P_00048	1	RIGHT	CC	1	calcification	LARGE_RODLIKE	SEGMENTAL	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00048_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.410055731112247012036248188220256364703/1.3.6.1.4.1.9590.100.1.2.113088658712941187126679102951042396054/1-1.dcm	Calc-Training_P_00048_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.381990803111197240907053869240778192730/1.3.6.1.4.1.9590.100.1.2.326711620811888171315511763670145940189/1-1.dcm	Calc-Training_P_00048_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.381990803111197240907053869240778192730/1.3.6.1.4.1.9590.100.1.2.326711620811888171315511763670145940189/1-2.dcm
P_00048	1	RIGHT	CC	2	calcification	LARGE_RODLIKE	SEGMENTAL	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00048_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.410055731112247012036248188220256364703/1.3.6.1.4.1.9590.100.1.2.113088658712941187126679102951042396054/1-1.dcm	Calc-Training_P_00048_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.167552004611436760005801926591790182396/1.3.6.1.4.1.9590.100.1.2.192459841012504885012002840901312356243/1-1.dcm	Calc-Training_P_00048_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.167552004611436760005801926591790182396/1.3.6.1.4.1.9590.100.1.2.192459841012504885012002840901312356243/1-2.dcm
P_00048	1	RIGHT	MLO	1	calcification	LARGE_RODLIKE	SEGMENTAL	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00048_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.285246051012141103110185857282988020948/1.3.6.1.4.1.9590.100.1.2.105968129011085973513291797982789439853/1-1.dcm	Calc-Training_P_00048_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.165619276411495448711076304690911429897/1.3.6.1.4.1.9590.100.1.2.312746413612222890210457837312948002471/1-1.dcm	Calc-Training_P_00048_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.165619276411495448711076304690911429897/1.3.6.1.4.1.9590.100.1.2.312746413612222890210457837312948002471/1-2.dcm
P_00048	1	RIGHT	MLO	2	calcification	LARGE_RODLIKE	SEGMENTAL	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00048_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.285246051012141103110185857282988020948/1.3.6.1.4.1.9590.100.1.2.105968129011085973513291797982789439853/1-1.dcm	Calc-Training_P_00048_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.395226545613437735113891887981269076610/1.3.6.1.4.1.9590.100.1.2.196497807112433957032611636770293325287/1-1.dcm	Calc-Training_P_00048_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.395226545613437735113891887981269076610/1.3.6.1.4.1.9590.100.1.2.196497807112433957032611636770293325287/1-2.dcm
P_00049	4	RIGHT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	3	Calc-Training_P_00049_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.54574932512575362039114628373141671344/1.3.6.1.4.1.9590.100.1.2.363998510013502165713496820931778815938/1-1.dcm	Calc-Training_P_00049_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.232076487310825704619325190772257483420/1.3.6.1.4.1.9590.100.1.2.373450460011943535723485114102203879407/1-1.dcm	Calc-Training_P_00049_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.232076487310825704619325190772257483420/1.3.6.1.4.1.9590.100.1.2.373450460011943535723485114102203879407/1-2.dcm
P_00049	4	RIGHT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	3	Calc-Training_P_00049_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.74309857012526172005930845972808775796/1.3.6.1.4.1.9590.100.1.2.104480937912142008905105345630206309467/1-1.dcm	Calc-Training_P_00049_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.261911494811362370001106925331478016914/1.3.6.1.4.1.9590.100.1.2.314482593211447105225663929790106186423/1-1.dcm	Calc-Training_P_00049_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.261911494811362370001106925331478016914/1.3.6.1.4.1.9590.100.1.2.314482593211447105225663929790106186423/1-2.dcm
P_00060	3	RIGHT	CC	1	calcification	AMORPHOUS	CLUSTERED	4	BENIGN	4	Calc-Training_P_00060_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.111184828512638871606677733150300131839/1.3.6.1.4.1.9590.100.1.2.107813078113989584811224180480605876395/1-1.dcm	Calc-Training_P_00060_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.389428979712855090731248749250044517825/1.3.6.1.4.1.9590.100.1.2.268140751711318316342058369623432017269/1-1.dcm	Calc-Training_P_00060_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.389428979712855090731248749250044517825/1.3.6.1.4.1.9590.100.1.2.268140751711318316342058369623432017269/1-2.dcm
P_00060	3	RIGHT	MLO	1	calcification	AMORPHOUS	CLUSTERED	4	BENIGN	4	Calc-Training_P_00060_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.91476110713172979911552183463315793043/1.3.6.1.4.1.9590.100.1.2.81224121613615658336040014641017971693/1-1.dcm	Calc-Training_P_00060_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.17890944012281470020025985570746068004/1.3.6.1.4.1.9590.100.1.2.394440237113159058009317567081341551514/1-1.dcm	Calc-Training_P_00060_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.17890944012281470020025985570746068004/1.3.6.1.4.1.9590.100.1.2.394440237113159058009317567081341551514/1-2.dcm
P_00062	3	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	5	Calc-Training_P_00062_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.185032347211890986400524453353693438646/1.3.6.1.4.1.9590.100.1.2.393322274613132551737979514223196972569/1-1.dcm	Calc-Training_P_00062_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.3082096911452052323184582774223935449/1.3.6.1.4.1.9590.100.1.2.206320643512456142422128034601269161990/1-1.dcm	Calc-Training_P_00062_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.3082096911452052323184582774223935449/1.3.6.1.4.1.9590.100.1.2.206320643512456142422128034601269161990/1-2.dcm
P_00062	3	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	5	Calc-Training_P_00062_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.154569748312676107228097125292194099698/1.3.6.1.4.1.9590.100.1.2.363818853912156378310973075532003876069/1-1.dcm	Calc-Training_P_00062_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.110972032413790503804818702523912741142/1.3.6.1.4.1.9590.100.1.2.300637685912809703816096682322380621217/1-1.dcm	Calc-Training_P_00062_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.110972032413790503804818702523912741142/1.3.6.1.4.1.9590.100.1.2.300637685912809703816096682322380621217/1-2.dcm
P_00063	2	RIGHT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	5	MALIGNANT	5	Calc-Training_P_00063_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.279667851910350937107242584640052604603/1.3.6.1.4.1.9590.100.1.2.228098801912010422113537916701035385124/1-1.dcm	Calc-Training_P_00063_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.22450796811390649830070565510956056950/1.3.6.1.4.1.9590.100.1.2.23353865011854537308918270790747448793/1-1.dcm	Calc-Training_P_00063_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.22450796811390649830070565510956056950/1.3.6.1.4.1.9590.100.1.2.23353865011854537308918270790747448793/1-2.dcm
P_00063	2	RIGHT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	5	MALIGNANT	5	Calc-Training_P_00063_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.152210385711727196015856859430821912475/1.3.6.1.4.1.9590.100.1.2.213028272112982631512336331620101061807/1-1.dcm	Calc-Training_P_00063_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.396872971013039488127305064111589500493/1.3.6.1.4.1.9590.100.1.2.367420849911583434101137288960888621366/1-1.dcm	Calc-Training_P_00063_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.396872971013039488127305064111589500493/1.3.6.1.4.1.9590.100.1.2.367420849911583434101137288960888621366/1-2.dcm
P_00071	2	RIGHT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	3	BENIGN	3	Calc-Training_P_00071_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.181430762911988571208863290221301198655/1.3.6.1.4.1.9590.100.1.2.417245885012230027939057578802735850674/1-1.dcm	Calc-Training_P_00071_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.170115865612573646507357375293908696472/1.3.6.1.4.1.9590.100.1.2.58671166011167603620988174693978747239/1-1.dcm	Calc-Training_P_00071_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.170115865612573646507357375293908696472/1.3.6.1.4.1.9590.100.1.2.58671166011167603620988174693978747239/1-2.dcm
P_00071	2	RIGHT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	3	BENIGN	3	Calc-Training_P_00071_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.41021921311384639303213854041560085378/1.3.6.1.4.1.9590.100.1.2.260908917912584340334325958833375873776/1-1.dcm	Calc-Training_P_00071_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.330266667112161980933371294012326000898/1.3.6.1.4.1.9590.100.1.2.408969321410699205918013687111110159762/1-1.dcm	Calc-Training_P_00071_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.330266667112161980933371294012326000898/1.3.6.1.4.1.9590.100.1.2.408969321410699205918013687111110159762/1-2.dcm
P_00078	2	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	1	Calc-Training_P_00078_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.190823154012137850526633568121335074864/1.3.6.1.4.1.9590.100.1.2.295998575611386490025864183312917474029/1-1.dcm	Calc-Training_P_00078_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.242949641311158559519731723554198328959/1.3.6.1.4.1.9590.100.1.2.118041398411548857626787122023801406978/1-1.dcm	Calc-Training_P_00078_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.242949641311158559519731723554198328959/1.3.6.1.4.1.9590.100.1.2.118041398411548857626787122023801406978/1-2.dcm
P_00078	2	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	MALIGNANT	1	Calc-Training_P_00078_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.306022949612457168908506651110337994271/1.3.6.1.4.1.9590.100.1.2.102055444111189562121016464983795828597/1-1.dcm	Calc-Training_P_00078_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.264285469011851276239740371670628123716/1.3.6.1.4.1.9590.100.1.2.288247537612268788818218599712870677562/1-1.dcm	Calc-Training_P_00078_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.264285469011851276239740371670628123716/1.3.6.1.4.1.9590.100.1.2.288247537612268788818218599712870677562/1-2.dcm
P_00083	4	RIGHT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	5	Calc-Training_P_00083_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.275045398312189721027021690053923866791/1.3.6.1.4.1.9590.100.1.2.337708571111934364527685482773600796600/1-1.dcm	Calc-Training_P_00083_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.239983011011858036507833868071212915929/1.3.6.1.4.1.9590.100.1.2.48611933413318405717053001232480627775/1-1.dcm	Calc-Training_P_00083_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.239983011011858036507833868071212915929/1.3.6.1.4.1.9590.100.1.2.48611933413318405717053001232480627775/1-2.dcm
P_00084	3	LEFT	CC	1	calcification	PLEOMORPHIC	SEGMENTAL	4	MALIGNANT	5	Calc-Training_P_00084_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.67024352911175451315025368361963496706/1.3.6.1.4.1.9590.100.1.2.379175748313156423405585484032787500736/1-1.dcm	Calc-Training_P_00084_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.10973060312735369216525953580805347123/1.3.6.1.4.1.9590.100.1.2.364924701212234605133247302584179763602/1-1.dcm	Calc-Training_P_00084_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.10973060312735369216525953580805347123/1.3.6.1.4.1.9590.100.1.2.364924701212234605133247302584179763602/1-2.dcm
P_00084	3	LEFT	MLO	1	calcification	PLEOMORPHIC	SEGMENTAL	4	MALIGNANT	5	Calc-Training_P_00084_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.241982865411994450803751325480522591993/1.3.6.1.4.1.9590.100.1.2.66112330411140340105014191773026467660/1-1.dcm	Calc-Training_P_00084_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.34993000811673953425797764443739544005/1.3.6.1.4.1.9590.100.1.2.131766231511401706006244673881805190526/1-1.dcm	Calc-Training_P_00084_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.34993000811673953425797764443739544005/1.3.6.1.4.1.9590.100.1.2.131766231511401706006244673881805190526/1-2.dcm
P_00085	2	RIGHT	CC	1	calcification	PUNCTATE	CLUSTERED	3	MALIGNANT	2	Calc-Training_P_00085_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.425328790411312933836368529101633672573/1.3.6.1.4.1.9590.100.1.2.393240561112205128707391894273067457000/1-1.dcm	Calc-Training_P_00085_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.386850499712160401106604458351285086395/1.3.6.1.4.1.9590.100.1.2.176760421811610134340837515872432270232/1-1.dcm	Calc-Training_P_00085_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.386850499712160401106604458351285086395/1.3.6.1.4.1.9590.100.1.2.176760421811610134340837515872432270232/1-2.dcm
P_00085	2	RIGHT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	3	MALIGNANT	2	Calc-Training_P_00085_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.250159549613619251135327563710983966505/1.3.6.1.4.1.9590.100.1.2.332622214912498098134724868361643196992/1-1.dcm	Calc-Training_P_00085_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.353181528111028217529272626110544113975/1.3.6.1.4.1.9590.100.1.2.259354260510241675323210668930056163131/1-1.dcm	Calc-Training_P_00085_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.353181528111028217529272626110544113975/1.3.6.1.4.1.9590.100.1.2.259354260510241675323210668930056163131/1-2.dcm
P_00088	4	LEFT	CC	1	calcification	AMORPHOUS	CLUSTERED	4	MALIGNANT	2	Calc-Training_P_00088_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.36871810712713309940991440770595552407/1.3.6.1.4.1.9590.100.1.2.385676425013059820227250013453708267714/1-1.dcm	Calc-Training_P_00088_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55175291212328299819294140280423092850/1.3.6.1.4.1.9590.100.1.2.334633084112387052223550821642297592918/1-1.dcm	Calc-Training_P_00088_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.55175291212328299819294140280423092850/1.3.6.1.4.1.9590.100.1.2.334633084112387052223550821642297592918/1-2.dcm
P_00088	4	LEFT	MLO	1	calcification	AMORPHOUS	CLUSTERED	4	MALIGNANT	2	Calc-Training_P_00088_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.79982283711568734229189019390033560357/1.3.6.1.4.1.9590.100.1.2.70693830012973314811488014530500090172/1-1.dcm	Calc-Training_P_00088_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.92095981611894284434698963663637763407/1.3.6.1.4.1.9590.100.1.2.84857614811208960942130353953345115139/1-1.dcm	Calc-Training_P_00088_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.92095981611894284434698963663637763407/1.3.6.1.4.1.9590.100.1.2.84857614811208960942130353953345115139/1-2.dcm
P_00091	3	LEFT	CC	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	3	Calc-Training_P_00091_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.276168566912790030905847417793203286230/1.3.6.1.4.1.9590.100.1.2.98211941611503864916543313040642872143/1-1.dcm	Calc-Training_P_00091_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362175245611617264526540427814002670589/1.3.6.1.4.1.9590.100.1.2.379424800311840747207260589341218505902/1-1.dcm	Calc-Training_P_00091_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362175245611617264526540427814002670589/1.3.6.1.4.1.9590.100.1.2.379424800311840747207260589341218505902/1-2.dcm
P_00091	3	LEFT	MLO	1	calcification	PLEOMORPHIC	CLUSTERED	4	BENIGN	4	Calc-Training_P_00091_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.173883331311350440241611450180057182150/1.3.6.1.4.1.9590.100.1.2.148870984211333305831203941473577179039/1-1.dcm	Calc-Training_P_00091_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.345010865811535825428883989971961289772/1.3.6.1.4.1.9590.100.1.2.325593428211278488039259098973854914959/1-1.dcm	Calc-Training_P_00091_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.345010865811535825428883989971961289772/1.3.6.1.4.1.9590.100.1.2.325593428211278488039259098973854914959/1-2.dcm
P_00098	4	LEFT	CC	1	calcification	PUNCTATE-LUCENT_CENTER	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00098_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.133720276312652630012472308854241552223/1.3.6.1.4.1.9590.100.1.2.128971107611361603033728268130430556677/1-1.dcm	Calc-Training_P_00098_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362532726510854502701157129212829970957/1.3.6.1.4.1.9590.100.1.2.53439685511264136414281289353575136933/1-1.dcm	Calc-Training_P_00098_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.362532726510854502701157129212829970957/1.3.6.1.4.1.9590.100.1.2.53439685511264136414281289353575136933/1-2.dcm
P_00098	4	LEFT	MLO	1	calcification	PUNCTATE-LUCENT_CENTER	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00098_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.327200542012342536126195193633256431673/1.3.6.1.4.1.9590.100.1.2.33861711511809892034543074661890550667/1-1.dcm	Calc-Training_P_00098_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.272607025912065994614802325780290651121/1.3.6.1.4.1.9590.100.1.2.3029937311698740917534342400915829202/1-1.dcm	Calc-Training_P_00098_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.272607025912065994614802325780290651121/1.3.6.1.4.1.9590.100.1.2.3029937311698740917534342400915829202/1-2.dcm
P_00098	4	LEFT	MLO	2	calcification	PUNCTATE-LUCENT_CENTER	REGIONAL	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00098_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.327200542012342536126195193633256431673/1.3.6.1.4.1.9590.100.1.2.33861711511809892034543074661890550667/1-1.dcm	Calc-Training_P_00098_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.264555873313736141701516105084167428158/1.3.6.1.4.1.9590.100.1.2.262036392910701862326725293060095348682/1-1.dcm	Calc-Training_P_00098_LEFT_MLO_2/1.3.6.1.4.1.9590.100.1.2.264555873313736141701516105084167428158/1.3.6.1.4.1.9590.100.1.2.262036392910701862326725293060095348682/1-2.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/1.3.6.1.4.1.9590.100.1.2.261342561112145316326696436902397832720/1.3.6.1.4.1.9590.100.1.2.224225944413287957229090139042821529119/1-1.dcm	Calc-Training_P_00098_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.378609699611337758842144172990556736958/1.3.6.1.4.1.9590.100.1.2.167430859011292126833540565793663288250/1-1.dcm	Calc-Training_P_00098_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.378609699611337758842144172990556736958/1.3.6.1.4.1.9590.100.1.2.167430859011292126833540565793663288250/1-2.dcm
P_00098	4	RIGHT	MLO	1	calcification	VASCULAR	null	2	BENIGN_WITHOUT_CALLBACK	5	Calc-Training_P_00098_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.190245321812312470804798660343131087262/1.3.6.1.4.1.9590.100.1.2.318543965711217763213591571541538853788/1-1.dcm	Calc-Training_P_00098_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.233834595812223002404008185910928695455/1.3.6.1.4.1.9590.100.1.2.282974639611597066801307931391859618854/1-1.dcm	Calc-Training_P_00098_RIGHT_MLO_1/1.3.6.1.4.1.9590.100.1.2.233834595812223002404008185910928695455/1.3.6.1.4.1.9590.100.1.2.282974639611597066801307931391859618854/1-2.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/1.3.6.1.4.1.9590.100.1.2.190245321812312470804798660343131087262/1.3.6.1.4.1.9590.100.1.2.318543965711217763213591571541538853788/1-1.dcm	Calc-Training_P_00098_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.235763777613234449015896224324170612181/1.3.6.1.4.1.9590.100.1.2.303415165211679533201564627673299724866/1-1.dcm	Calc-Training_P_00098_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.235763777613234449015896224324170612181/1.3.6.1.4.1.9590.100.1.2.303415165211679533201564627673299724866/1-2.dcm
P_00101	3	RIGHT	CC	2	calcification	PLEOMORPHIC	CLUSTERED	5	MALIGNANT	5	Calc-Training_P_00101_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.76934332111369453912679279361302684702/1.3.6.1.4.1.9590.100.1.2.387302091512953100939990337603904295050/1-1.dcm	Calc-Training_P_00101_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.28507926411219183730902437652610831875/1.3.6.1.4.1.9590.100.1.2.20296063612649904418258492673404565676/1-1.dcm	Calc-Training_P_00101_RIGHT_CC_2/1.3.6.1.4.1.9590.100.1.2.28507926411219183730902437652610831875/1.3.6.1.4.1.9590.100.1.2.20296063612649904418258492673404565676/1-2.dcm
P_00101	3	RIGHT	MLO	2	calcification	PLEOMORPHIC	CLUSTERED	5	MALIGNANT	5	Calc-Training_P_00101_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.65170910912448360731684642704279265078/1.3.6.1.4.1.9590.100.1.2.325202908012267823903213633892192510338/1-1.dcm	Calc-Training_P_00101_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.345782656513401420627814417181923776840/1.3.6.1.4.1.9590.100.1.2.23281941811732347613699193692495870493/1-1.dcm	Calc-Training_P_00101_RIGHT_MLO_2/1.3.6.1.4.1.9590.100.1.2.345782656513401420627814417181923776840/1.3.6.1.4.1.9590.100.1.2.23281941811732347613699193692495870493/1-2.dcm
P_00105	3	LEFT	CC	1	calcification	PUNCTATE	CLUSTERED	4	BENIGN	3	Calc-Training_P_00105_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.43047811412708024128566537501321526739/1.3.6.1.4.1.9590.100.1.2.8433705612119628039709943644165314222/1-1.dcm	Calc-Training_P_00105_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.71146945511344141738078847200246457415/1.3.6.1.4.1.9590.100.1.2.65293480911198171827402456830091994445/1-1.dcm	Calc-Training_P_00105_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.71146945511344141738078847200246457415/1.3.6.1.4.1.9590.100.1.2.65293480911198171827402456830091994445/1-2.dcm
P_00105	3	LEFT	MLO	1	calcification	PUNCTATE	CLUSTERED	4	BENIGN	3	Calc-Training_P_00105_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.321311090812789724516496203681077430902/1.3.6.1.4.1.9590.100.1.2.173470568512513530609795736530062754770/1-1.dcm	Calc-Training_P_00105_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.128055538112860205201731552592244498331/1.3.6.1.4.1.9590.100.1.2.337942833912434019512763920910510771944/1-1.dcm	Calc-Training_P_00105_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.128055538112860205201731552592244498331/1.3.6.1.4.1.9590.100.1.2.337942833912434019512763920910510771944/1-2.dcm
P_00106	1	RIGHT	CC	1	calcification	COARSE	null	2	BENIGN_WITHOUT_CALLBACK	4	Calc-Training_P_00106_RIGHT_CC/1.3.6.1.4.1.9590.100.1.2.77769823510297036413624879371452132501/1.3.6.1.4.1.9590.100.1.2.323217412710482457939027237711644777753/1-1.dcm	Calc-Training_P_00106_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.123390653310426735425215382381587711800/1.3.6.1.4.1.9590.100.1.2.153103568711712377022447999032380454652/1-1.dcm	Calc-Training_P_00106_RIGHT_CC_1/1.3.6.1.4.1.9590.100.1.2.123390653310426735425215382381587711800/1.3.6.1.4.1.9590.100.1.2.153103568711712377022447999032380454652/1-2.dcm
P_00106	1	RIGHT	MLO	4	calcification	COARSE	null	2	BENIGN_WITHOUT_CALLBACK	4	Calc-Training_P_00106_RIGHT_MLO/1.3.6.1.4.1.9590.100.1.2.285397839712946836108102340090893096750/1.3.6.1.4.1.9590.100.1.2.178623233311793947517899818422469606660/1-1.dcm	Calc-Training_P_00106_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.33131093611639503228181730801462190605/1.3.6.1.4.1.9590.100.1.2.423017238411476484432162976453502508153/1-1.dcm	Calc-Training_P_00106_RIGHT_MLO_4/1.3.6.1.4.1.9590.100.1.2.33131093611639503228181730801462190605/1.3.6.1.4.1.9590.100.1.2.423017238411476484432162976453502508153/1-2.dcm
P_00112	3	LEFT	CC	1	calcification	ROUND_AND_REGULAR-EGGSHELL	null	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/1-1.dcm	Calc-Training_P_00112_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.34530223312188124826456575031351913720/1.3.6.1.4.1.9590.100.1.2.235808582710559834528581958632991770614/1-1.dcm	Calc-Training_P_00112_LEFT_CC_1/1.3.6.1.4.1.9590.100.1.2.34530223312188124826456575031351913720/1.3.6.1.4.1.9590.100.1.2.235808582710559834528581958632991770614/1-2.dcm
P_00112	3	LEFT	CC	2	calcification	ROUND_AND_REGULAR-EGGSHELL	null	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/1-1.dcm	Calc-Training_P_00112_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.370995161212824134537854094352165193668/1.3.6.1.4.1.9590.100.1.2.117135550711719008703695523040042530510/1-1.dcm	Calc-Training_P_00112_LEFT_CC_2/1.3.6.1.4.1.9590.100.1.2.370995161212824134537854094352165193668/1.3.6.1.4.1.9590.100.1.2.117135550711719008703695523040042530510/1-2.dcm
P_00112	3	LEFT	CC	3	calcification	ROUND_AND_REGULAR-EGGSHELL	null	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/1-1.dcm	Calc-Training_P_00112_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.43093483511030093628501262283075286156/1.3.6.1.4.1.9590.100.1.2.325008952211176049115228258572880805694/1-1.dcm	Calc-Training_P_00112_LEFT_CC_3/1.3.6.1.4.1.9590.100.1.2.43093483511030093628501262283075286156/1.3.6.1.4.1.9590.100.1.2.325008952211176049115228258572880805694/1-2.dcm
P_00112	3	LEFT	CC	4	calcification	ROUND_AND_REGULAR-EGGSHELL	null	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00112_LEFT_CC/1.3.6.1.4.1.9590.100.1.2.389032377711809506534963915711076669583/1.3.6.1.4.1.9590.100.1.2.372242868912771199931376088613260744366/1-1.dcm	Calc-Training_P_00112_LEFT_CC_4/1.3.6.1.4.1.9590.100.1.2.242929911112347315408911878513636301087/1.3.6.1.4.1.9590.100.1.2.236212560312069879139761471071724646211/1-1.dcm	Calc-Training_P_00112_LEFT_CC_4/1.3.6.1.4.1.9590.100.1.2.242929911112347315408911878513636301087/1.3.6.1.4.1.9590.100.1.2.236212560312069879139761471071724646211/1-2.dcm
P_00112	3	LEFT	MLO	1	calcification	ROUND_AND_REGULAR-EGGSHELL	null	2	BENIGN_WITHOUT_CALLBACK	3	Calc-Training_P_00112_LEFT_MLO/1.3.6.1.4.1.9590.100.1.2.229507926611612245303276550950140392772/1.3.6.1.4.1.9590.100.1.2.226337463110875594101666175242078490747/1-1.dcm	Calc-Training_P_00112_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.39404384011275013440008030012392600504/1.3.6.1.4.1.9590.100.1.2.1812403011907166503254032751887670849/1-1.dcm	Calc-Training_P_00112_LEFT_MLO_1/1.3.6.1.4.1.9590.100.1.2.39404384011275013440008030012392600504/1.3.6.1.4.1.9590.100.1.2.1812403011907166503254032751887670849/1-2.dcm

End of preview.

CBIS-DDSM description corrected

Motivation

When the CBIS-DDSM image dataset is downloaded, the DICOM images are named as 1-1.dcm or 1-2.dcm, but in the description files (CSV), they are named as 000000.dcm or 000001.dcm.
Files named 000000.dcm and 000001.dcm are not consistently mapped to 1-1.dcm or 1-2.dcm files.
Some filepaths listed in the ROI mask file path column do not pont to mask images but to crops.

The processing steps address those issues, so that:

All filepaths point to valid files.
All filepaths listed in the ROI mask file path point to mask/binary images.
There are no duplicate filepaths between columns.

Apart from the changes to the image file path, cropped image file path and ROI mask file path columns, no further changes were made to the CSV files.

Processing scripts

Access the processing scripts here: https://gitlab.com/ACSG-64/cbis-ddsm_csv_correction

Integrity checksum

Processed file	MD5 checksum
calc_case_description_test_set.csv	`1617a8b937d3a61a2f36f17c7a490091`
calc_case_description_train_set.csv	`7ab8a13beb002efd8ca028f66347a95c`
mass_case_description_test_set.csv	`a79a837f5099b631d866f9530357ca62`
mass_case_description_train_set.csv	`893ddf50be0ce3e4346fe87e0d615f2a`

CBIS-DDSM dataset citation

Sawyer-Lee, R., Gimenez, F., Hoogi, A., & Rubin, D. (2016). Curated Breast Imaging Subset of Digital Database for Screening Mammography (CBIS-DDSM) [Data set]. The Cancer Imaging Archive. https://doi.org/10.7937/K9/TCIA.2016.7O02S9CY

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