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Tarfiles #27

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Tarfiles #27

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9f3eb7b
Open MIMIC from tarfile
bganglia Aug 3, 2020
0414355
Merge branch 'master' of https://github.com/ieee8023/torchxrayvision …
bganglia Aug 6, 2020
289747d
Merge branch 'master' of https://github.com/ieee8023/torchxrayvision …
bganglia Aug 6, 2020
303832c
revert whitespace
bganglia Aug 8, 2020
da2490b
don't use get_image() in NIH_Dataset
bganglia Aug 8, 2020
8fb3f03
NIH_Dataset extends TarDataset
bganglia Aug 8, 2020
395e5e4
Store tarfiles in dictionary
bganglia Aug 8, 2020
fa69973
use getnames intead of getmembers
bganglia Aug 8, 2020
abbbfec
use O(n) method for determining imgid from tar_path
bganglia Aug 9, 2020
2ba6f5d
random data in MIMIC format
bganglia Aug 9, 2020
cacc3ad
script for generating random MIMIC data
bganglia Aug 9, 2020
ecbf302
track random MIMIC data
bganglia Aug 9, 2020
04f1a32
tarfile test using random MIMIC data
bganglia Aug 9, 2020
90129ab
fix test directory
bganglia Aug 9, 2020
0aa52a7
use .close() on tarfile and regenerate test directory
bganglia Aug 9, 2020
349babb
support for tarfiles in NIH dataset
bganglia Aug 9, 2020
6999bd3
Inherit from TarDataset in PC_Dataset
bganglia Aug 10, 2020
842ddf8
Storage-agnostic dataset
bganglia Aug 10, 2020
37afa4e
Inherit from storage agnostic loader
bganglia Aug 10, 2020
bbd4007
tidy up tarfile code
bganglia Aug 10, 2020
34daddb
remove previous TarDataset, ZipDataset classes
bganglia Aug 10, 2020
727d9ff
Scripts for generating test data
bganglia Aug 13, 2020
d2ae7c0
Test data
bganglia Aug 13, 2020
41b50c4
Tests for zip, tar in MIMIC, NIH, and PC
bganglia Aug 13, 2020
48d8170
clean up storage classes
bganglia Aug 13, 2020
5c4117e
save progress
bganglia Aug 26, 2020
2773c69
inherit from Dataset in NIH_Dataset
bganglia Aug 26, 2020
7ffc252
Add code for automated tests with script-generated data
bganglia Aug 26, 2020
68a71ae
script for writing random data
bganglia Aug 26, 2020
ec9777b
fall back on .index() instead of trying to load a cached version in .…
bganglia Aug 26, 2020
29498a6
support multiprocessing
bganglia Aug 27, 2020
3674357
Clean up new code for tests and format interfaces
bganglia Aug 27, 2020
ccec9ae
write partial metadata files with subset of columns
bganglia Aug 27, 2020
c091734
Improve caching
bganglia Aug 27, 2020
e56a565
fix tests
bganglia Aug 28, 2020
1dde4b7
fix error in data-generation script
bganglia Aug 28, 2020
1628db4
create .torchxrayvision if it does not already exist
bganglia Aug 28, 2020
124467c
fix line adding .torchxrayvision
bganglia Aug 28, 2020
28816e5
Commit sample data for testing NLM_TB datasets, instead of auto-gener…
bganglia Aug 28, 2020
ce38e57
Commit covid test cases
bganglia Aug 28, 2020
281935c
Include parallel tests again
bganglia Aug 28, 2020
9c2c9d2
trycatch on reading/writing stored_mappings, with disk_unwriteable_ou…
bganglia Aug 28, 2020
7c6aebb
work when .torchxrayvision is not writeable
bganglia Aug 28, 2020
cb97e70
remove some print statements
bganglia Aug 28, 2020
950ae96
add test simulating an unwriteable disk
bganglia Aug 28, 2020
300c9d7
use filesystem instead of dictionary
bganglia Aug 28, 2020
218fa75
rewrite data generation scripts as python, not bash scripts; add para…
bganglia Aug 30, 2020
b22cead
cleanup: better variable names and use blake2b instead of hash (works…
bganglia Aug 31, 2020
ae09bc9
Add test for asserting a dataset loads faster the second time
bganglia Aug 31, 2020
30c043b
Don't invoke duration test, to avoid spurious errors
bganglia Aug 31, 2020
bfdebf2
Call on new data generation script
bganglia Aug 31, 2020
0f7ea51
simplify and improve documentation
bganglia Sep 5, 2020
71c7a50
reorganize
bganglia Sep 19, 2020
1715b9d
Fix path length in CheX_Dataset
bganglia Sep 19, 2020
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track random MIMIC data
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@bganglia
bganglia committed Aug 9, 2020
commit ecbf3022108fd3174bea6251f14dc70ddcd64e99
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110 changes: 10 additions & 100 deletions tests/gen_mimic/mimic-cxr-2.0.0-metadata.csv
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dicom_id,subject_id,study_id,PerformedProcedureStepDescription,ViewPosition,Rows,Columns,StudyDate,StudyTime,ProcedureCodeSequence_CodeMeaning,ViewCodeSequence_CodeMeaning,PatientOrientationCodeSequence_CodeMeaning
3f891948-b5baeab2-28d37adb-718ab4ab,7d94c15f,7e7001ee,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
6366f5b8-60cda42d-d02a2489-1f9cc9b0,14472725,e7eb45a0,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
7f93a820-3501bf2f-03abd87f-6005216e,69fcfd52,1e76489d,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
9de9c841-872074e1-3e9775e1-0e0e2e76,78658ed8,adc3f650,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
59cb4d6e-519eae74-06af42fc-5077238b,4d8c768a,d194c4c5,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
1fed0d84-557646d8-41e6108f-063c2fca,3707bcf5,32cbad59,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
bd03db19-a077a18a-f5c0107f-fe07e42a,a78933d8,bccdda0d,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
5fa62f9e-86d7d8b2-3f8b233a-cf945af7,a0311c90,d7619ebc,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
0b8dcae3-6f810969-403294ec-b12c57f7,6bb08dad,95df9dfe,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
452df9cf-1cbb6b5e-d8639a1e-a08d32e3,0544f306,14e3e8bd,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
6e566b28-7dc76e51-363018ce-a0fa4a08,5fe54996,06e771a6,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
f7667307-18823508-8a6a141b-9d78bbfe,f0b67e19,5f14d7e7,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
f7c53178-f0052fa6-87febe34-c10dc291,f99b70cd,dcd8dcdf,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
408d770a-8163a0db-e6484216-c9f8814e,07ea4113,4a7a73de,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
6afb2b4d-e4806ac4-a34488fb-92bf282d,1f50e4a4,c64d1ec6,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
09d3c8ba-4bb60535-e5222e77-4b05605c,d2e9ef2f,c2c621af,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
ea2155aa-b89d8367-227a5543-3936ba36,862a380d,6cdc9063,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
64cd73ba-ee40ca52-ba4808ca-1b99a887,fd1f37df,72634032,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
6afbd207-460ce550-370a678a-08b9b9cc,ffe42d04,7c56bb93,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
3ab3a15e-710c1f1a-d9aa04c5-acd8c33a,2a8cbe9c,de422f0a,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
be767e96-e6350ffc-5d23d270-24a7860e,ec98e654,a3457d67,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
aec0415b-53d43067-de067b8f-ce37c7fb,52fa97c0,0b31040c,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
8dc7085c-f637862e-f65ca63b-65ad4799,0c3143cb,08efbd2f,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
a4bf5ac8-79606789-3d99f752-d2a888c3,1179de34,9aec6f8d,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
8fabbe65-06eaa11a-2dd88186-cccaeca5,cfdf2004,51e11051,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
9e317590-04d4b774-944cfcaf-eeb58c6e,cbca47ca,ab7e1939,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
b96ad4a8-266f779e-6bb986ca-59fa1099,950025fb,dbf73728,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
56ce0780-04eb57fe-a4c7528e-1822f095,225b7be0,ee059b45,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
1caa6f1b-08c6ea8d-44b1ceb7-54a05871,f2f591b5,dfe4d498,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
476391d0-88c15dff-5ef15726-e295bb0a,f0736b23,80147605,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
039fe911-344eab62-7f300b59-684f2fae,e79ec2f1,cce2cf67,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
4b7b5b36-3d1f22d5-83d30f11-34fde697,ec45c8d4,6cc1992c,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
1060d662-072e003c-dbf05f2e-4ccac4a5,dc84998c,e57581c8,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
b59b8ba2-db68273a-d53bc742-f593b6c8,4fd10475,9f58d7ca,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
0f6f5408-9392b8fc-6332764d-c39ac00f,3bd01425,66ba470d,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
440b9914-91df7a6d-452ccba7-f6423c89,bd3f44cd,8be7a71b,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
4490db49-8a28d6a9-e4eb6a6c-6f1854f8,da7e8892,1ea8f2f9,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
35c148ac-02e88f87-31f5ad80-ddb29478,727889bf,beb95018,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
920772aa-c204dc44-99f62611-87be5ea1,4d702ac9,d78068ee,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
9e39604f-fab38da7-f410426d-8451e4f6,605764b5,266b8861,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
02d8f4df-3a3e4445-e3c65a32-b42c67b6,5c61a0c7,452981c6,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
867a4c82-955ccc97-7eb349f9-a28ca6f5,2c0aea2d,7edf4838,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
9031473a-0cf3181c-0b1a8cc1-66d6ea9a,d508e74c,06953799,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
16b47fc6-3651620c-ee0eae0d-a8381e72,35e20610,cb1a83df,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
90003c60-446b48ec-567eefdd-d10903fb,ca849ba9,3c52fb1f,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
7ff7fea4-03f4d5de-7795c3e0-6bc5ed3b,b1668a60,9dfe2ebc,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
6bf31a1c-092e1543-5ab18d17-14257f4c,fd072d66,ab1d747c,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
082da48b-e0907024-71437d4a-9e129a83,67d4a7c2,bb9d1b94,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
7fc579fd-dffbd9d6-60eda497-66a17b26,2999546b,656d4c67,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
71f7fb51-bbb2462f-10afbcbf-2838cd29,2252ddd1,87842c63,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
015dc77d-eb10776d-36eaaca2-3f9b36c2,80ba1f4c,e12fa3f6,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
47928aec-7d506a45-e2defa1e-9eac22a7,357210e4,1b794d99,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
401f9466-bc8c501c-984218a7-7ea2a46b,2ad837bf,8ecf5b71,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
0afd2cf3-2d76ad25-1be75ad6-64d6cc86,28407bd8,776a9732,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
14590a8c-d308d549-66353123-823e3602,4800527c,521977e7,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
52ba5787-46aa2906-87e9fd54-bc3fd837,62149c26,14b34c50,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
43d4e45b-0309b696-b38219e2-34048035,51df2e95,fca58ce6,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
33093b96-ae905e2e-3714c3cc-45536dab,035c7641,1d793a25,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
ee6c04cd-dec16416-96efd3f3-ded808e3,7965c7d7,fc00c854,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
1cdc4221-e3767c0e-4e64a24c-97da9ae8,2d687542,edf6d60a,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
dda2576c-e86e4a2d-a36bf76a-8dfd2ab0,ee99ac51,910a87f1,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
15bb20ff-a92ea69d-1e8a7e91-4b530c77,d3d2355d,4a11c4c5,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
37cea7de-ba07488a-ca296af3-987e28d2,936623db,b93b8e79,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
35b3fb60-5a416c82-3dd7f2af-69d76155,19b04cf4,2cbc6bad,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
f3cf7fa3-5c7851d6-8c9edbd0-0c8c64ef,ea77727e,d5a7486e,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
c1531145-8a0a811c-b9970154-b49fce3f,3d619352,bd9f518f,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
7cdc4ba8-68b208c7-def2409a-cfce9906,2a516454,7edb140a,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
d6c6343b-912fd3f8-cd6b8fdf-a119373a,8231bf4b,bc5aa79f,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
87b202c5-2adf7ccd-7e02ece7-4a0db5d9,9b0c5003,3190176a,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
42ec6020-0795c6a3-ddced511-5b81073b,81355df1,50d4986b,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
07390b5c-3acbd27b-4cddcc37-19b562f5,9d9e0dbc,54a0a4bf,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
af091005-ab73c5ca-d3d0a857-a1e42b43,ae80d573,149b204c,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
c510a3b8-bf3c2545-602db8ef-bfb640df,594a4934,c377fe22,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
84a4a199-0e968dcf-21256899-eb7e053e,190b1b36,f9f8098e,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
7a73e2e1-7964ea55-77bf4a43-92742356,14ba4aea,d9ce6319,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
a95606b7-c0fecf1e-ba7c6578-b6eabffd,eff712e4,6391d0ac,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
44fd9124-c4837570-0cd0ed5f-5bcffbe1,d84b3758,0340e918,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
ca5a3173-60338bbe-711695d0-3448d57b,66592eb9,def6bf64,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
4345c04f-633971b1-58c93c0b-bdb3748d,404e1e3d,7ef2c8ee,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
1fd5e7e8-808658e6-3ec403f3-2a6a3109,5ee7697e,ceb85c30,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
19043538-8294af9c-957be8b5-d751b65a,35476b4a,a75e3451,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
b3431893-13edbdb8-57dad111-6fb33794,99af93f0,f855052b,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
37eb7689-401def65-adc29f03-80bfec57,70e84808,de56ac61,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
25cc94e9-bd797896-e311d0db-7c181371,31384363,58a45da1,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
d432c2b9-a59f399d-55128859-4c40617d,abc1242c,75a00dad,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
e62e681c-0b90c9f8-e5f376e7-8e39d39c,982044b1,3fa33bce,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
4bf8c19d-61ed148b-5e2c854b-2a7ce889,aeb32909,6e71b801,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
30ab56f1-1c5c214b-b5fd256c-404b9caf,39e8eb68,ea7d80f9,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
d7b62118-456cc7dd-fd7aae3a-b7a99e99,5c088c08,d0875cea,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
f860214f-1edfec29-bdae07fb-fad50e3b,facdd6b9,54f63b56,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
cd3cb96d-87138433-f6a7592d-a371aca7,c3dd3fe4,cfeaea37,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
435ce0ac-4d95e7c1-34a4fb28-e6f7c9e9,e42ced85,352789df,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
ffc2d4a2-e4b44c0c-4f071491-68955982,c80aa8dc,10b8a1ea,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
722678b5-671357c9-aaae7d33-f8862161,0540cdff,b8ce0ecd,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
3cc3d581-af55fcf1-376c3586-b6ba8056,c6fc66e6,e48b3c2b,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
4cd8b116-2e4c7d7c-cbb019f0-9f5d21a2,1b371dc2,d56d2785,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
02d9dd68-7c42e9bb-c2c45394-53a325e3,002677b2,67f3fe0b,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
30e5efca-91634147-b3391772-4dffe153,476f7556,6400dc24,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
6cc5e64e-d0a5f5d4-99992264-d0233a31,9ff616cd,58ad2be3,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
4095ec1b-1bb1dd72-9d77167a-4bac4d4b,ba043006,929858f1,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
e5ce94fb-90955d5d-5c7a4c11-8db716bb,a70cb8db,07eacc76,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
1f3c638a-e4844bfc-dcbbfc10-8a0cc71c,8ebfeda5,70705588,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Recumbent
aae03d7a-e16fa38c-8656b49d-9fd28376,ce5242a2,10b21223,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
725fda26-4d46206e-3c37e541-fea8a836,bd6f6445,e3b296ad,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
59d8c93d-a81a8b6f-cf4603aa-58c1bd3f,20b295ad,1427bd21,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
d8f741cc-5a4a1760-b6d254f6-27283d44,41cf86ae,5beae017,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
c64423ec-029fb876-bfca6f94-7c728757,467a0f6a,bf161f1c,CHEST (PA AND LAT),LATERAL,224,224,0,0,CHEST (PA AND LAT),lateral,Erect
89aa4a05-4d9851d9-9302caef-06b28de1,24e3a4bb,06eea572,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Erect
2dc30e97-a2a94a74-4338318e-3619c4ae,cd435694,60638bce,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
8ed429bf-3dcf34fb-2f3d28b4-022700b0,758d8d65,47afa62f,CHEST (PA AND LAT),PA,224,224,0,0,CHEST (PA AND LAT),postero-anterior,Recumbent
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