{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,19]],"date-time":"2026-05-19T22:35:31Z","timestamp":1779230131530,"version":"3.51.4"},"reference-count":38,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2018,9,1]],"date-time":"2018-09-01T00:00:00Z","timestamp":1535760000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"Transfer learning in biomedical image analysis"},{"name":"Netherlands Organization for Scientific Research","award":["639.022.010"],"award-info":[{"award-number":["639.022.010"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/jbhi.2017.2769800","type":"journal-article","created":{"date-parts":[[2017,11,22]],"date-time":"2017-11-22T18:20:38Z","timestamp":1511374838000},"page":"1486-1496","source":"Crossref","is-referenced-by-count":78,"title":["Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0176-9324","authenticated-orcid":false,"given":"Veronika","family":"Cheplygina","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Isabel Pino","family":"Pena","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0862-7209","authenticated-orcid":false,"given":"Jesper Holst","family":"Pedersen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David A.","family":"Lynch","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1181-7150","authenticated-orcid":false,"given":"Lauge","family":"Sorensen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6328-902X","authenticated-orcid":false,"given":"Marleen","family":"de Bruijne","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-015-3824-y"},{"key":"ref33","first-page":"1","article-title":"Statistical comparisons of classifiers over multiple data sets","volume":"7","author":"dem\u0161ar","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.2307\/2531595"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2011.09.009"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1088\/1752-7155\/6\/3\/036003"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1152\/japplphysiol.00280.2014"},{"key":"ref36","article-title":"Correction of Quantitative emphysema measures with density\n calibration based on measurements in the trachea","author":"mol","year":"0","journal-title":"Proc 51st Annu Meeting Radiological Soc of North Amer"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/S0004-3702(96)00034-3"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1136\/thorax.57.11.982"},{"key":"ref10","article-title":"Covariate shift by kernel mean matching","volume":"3","author":"gretton","year":"2009","journal-title":"Dataset Shift in Machine Learning"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2015.06.010"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11682-015-9356-x"},{"key":"ref13","first-page":"77","article-title":"Manifold\n alignment and transfer learning for classification of alzheimers disease","author":"guerrero","year":"0","journal-title":"Proceedings Machine Learning in Medical Imaging (MLMI) Held in Conjunction With MICCAI 2014"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2366792"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2376872"},{"key":"ref16","article-title":"Transfer\n learning by sharing support vectors","author":"ablavsky","year":"2012"},{"key":"ref17","first-page":"82","article-title":"Unsupervised\n pre-training across image domains improves lung tissue classification","author":"schlegl","year":"0","journal-title":"Proceedings Medical Computer Vision Algorithms for Big Data (MCV) Held in Conjunction With MICCAI 2014"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2528162"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2010.03.004"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3109\/15412550903499522"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2012.6235587"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1097\/JTO.0b013e3181a0d98f"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2009.2038575"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.268"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1164\/rccm.201204-0596PP"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2011.2164931"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-3758(00)00115-4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1097\/RLI.0b013e31816901c7"},{"key":"ref9","first-page":"601","article-title":"Correcting sample selection bias by unlabeled data","author":"huang","year":"0","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref1","first-page":"798","article-title":"Global strategy for the diagnosis, management,\n and prevention of chronic obstructive pulmonary disease: National Heart, Lung, and Blood Institute and World Health\n Organization global initiative for chronic obstructive lung disease (gold): Executive summary.","volume":"46","author":"pauwels","year":"2001","journal-title":"Respiratory Care"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1118\/1.4914379"},{"key":"ref22","first-page":"644","article-title":"Static posterior probability fusion for signal detection: Applications in the\n detection of interstitial diseases in chest radiographs","volume":"1","author":"loog","year":"0","journal-title":"Proc Int Conf Pattern Recognit"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(95)00067-4"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ISBI.2016.7493262"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2012.06.003"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2015.2463078"},{"key":"ref25","first-page":"1","article-title":"Feature-level domain\n adaptation","volume":"17","author":"kouw","year":"2016","journal-title":"J Mach Learn Res"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/8432070\/08094884.pdf?arnumber=8094884","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,28]],"date-time":"2022-01-28T22:24:51Z","timestamp":1643408691000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8094884\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":38,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2017.2769800","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,9]]}}}