{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,5]],"date-time":"2026-02-05T05:11:17Z","timestamp":1770268277028,"version":"3.49.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,1]],"date-time":"2024-10-01T00:00:00Z","timestamp":1727740800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["DMS-2053170"],"award-info":[{"award-number":["DMS-2053170"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["U01 CA220378-01"],"award-info":[{"award-number":["U01 CA220378-01"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Automat. Sci. Eng."],"published-print":{"date-parts":[[2024,10]]},"DOI":"10.1109\/tase.2023.3323773","type":"journal-article","created":{"date-parts":[[2023,10,23]],"date-time":"2023-10-23T18:36:47Z","timestamp":1698086207000},"page":"6250-6264","source":"Crossref","is-referenced-by-count":6,"title":["Weakly-Supervised Transfer Learning With Application in Precision Medicine"],"prefix":"10.1109","volume":"21","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9550-2393","authenticated-orcid":false,"given":"Lingchao","family":"Mao","sequence":"first","affiliation":[{"name":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0475-004X","authenticated-orcid":false,"given":"Lujia","family":"Wang","sequence":"additional","affiliation":[{"name":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9282-7619","authenticated-orcid":false,"given":"Leland S.","family":"Hu","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"given":"Jenny M.","family":"Eschbacher","sequence":"additional","affiliation":[{"name":"Department of Pathology, Barrow Neurological Institute-St. Joseph&#x2019;s Hospital and Medical Center, Phoenix, AZ, USA"}]},{"given":"Gustavo De","family":"Leon","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Mathematical Neuro-Oncology Laboratory, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"given":"Kyle W.","family":"Singleton","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Mathematical Neuro-Oncology Laboratory, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"given":"Lee A.","family":"Curtin","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Mathematical Neuro-Oncology Laboratory, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"given":"Javier","family":"Urcuyo","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Mathematical Neuro-Oncology Laboratory, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"given":"Chris","family":"Sereduk","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Mathematical Neuro-Oncology Laboratory, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"given":"Nhan L.","family":"Tran","sequence":"additional","affiliation":[{"name":"Department of Cancer Biology, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6391-4155","authenticated-orcid":false,"given":"Andrea","family":"Hawkins-Daarud","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Mathematical Neuro-Oncology Laboratory, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"given":"Kristin R.","family":"Swanson","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Mathematical Neuro-Oncology Laboratory, Mayo Clinic Arizona, Phoenix, AZ, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7028-3681","authenticated-orcid":false,"given":"Jing","family":"Li","sequence":"additional","affiliation":[{"name":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fneur.2020.00145"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1117\/1.jmi.3.3.034501"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.22489\/cinc.2017.257-052"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0079115"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/tase.2021.3076117"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3174\/ajnr.a5981"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-46296-4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/s16060893"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.tplants.2013.04.008"},{"key":"ref10","first-page":"1433","article-title":"An empirical analysis of domain adaptation algorithms for genomic sequence analysis","volume-title":"Proc. NIPS","author":"Schweikert"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/7503.003.0080"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/1273496.1273521"},{"key":"ref13","first-page":"264","article-title":"Instance weighting for domain adaptation in NLP","volume-title":"Proc. ACL","author":"Jiang"},{"key":"ref14","first-page":"677","article-title":"Transfer learning via dimensionality reduction","volume-title":"Proc. AAAI","volume":"2","author":"Pan"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/tnn.2010.2091281"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/iccv.2013.274"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.111"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1291233.1291276"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW.2007.37"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2011.2178556"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JTEHM.2020.2984601"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2904052"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.compmedimag.2014.11.010","article-title":"Computer-aided diagnosis from weak supervision: A benchmarking study","volume":"42","author":"Kandemir","year":"2015","journal-title":"Computerized Med. Imag. Graph."},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107616"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9533353"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2015.7139281"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.14778\/3157794.3157797"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D18-1230"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1002\/humu.23826"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2015.12.027"},{"key":"ref31","article-title":"Weakly-supervised multi-output regression via correlated Gaussian processes","author":"Chung","year":"2020","journal-title":"arXiv:2002.08412"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00343-w"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03922-4"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/tkde.2021.3079836"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1023\/b:stco.0000035301.49549.88"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-44848-9_14"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-007-5040-8"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0141506"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1227\/01.neu.0000318159.21731.cf"}],"container-title":["IEEE Transactions on Automation Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8856\/10718656\/10292790.pdf?arnumber=10292790","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,21]],"date-time":"2024-10-21T17:28:12Z","timestamp":1729531692000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10292790\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10]]},"references-count":39,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tase.2023.3323773","relation":{},"ISSN":["1545-5955","1558-3783"],"issn-type":[{"value":"1545-5955","type":"print"},{"value":"1558-3783","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10]]}}}