{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:26:58Z","timestamp":1740101218964,"version":"3.37.3"},"reference-count":64,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100007237","name":"University of North Dakota","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100007237","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100006351","name":"North Dakota State University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006351","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,6]]},"DOI":"10.1109\/bibm55620.2022.9995076","type":"proceedings-article","created":{"date-parts":[[2023,1,2]],"date-time":"2023-01-02T19:09:24Z","timestamp":1672686564000},"page":"3015-3022","source":"Crossref","is-referenced-by-count":3,"title":["Transfer Learning Pre-training Dataset and Fine-tuning Effect Analysis on Cancer Histopathology Images"],"prefix":"10.1109","author":[{"given":"Koushik","family":"Howlader","sequence":"first","affiliation":[{"name":"North Dakota State University,ND,USA"}]},{"given":"Lu","family":"Liu","sequence":"additional","affiliation":[{"name":"North Dakota State University,ND,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00494"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref4","first-page":"17","article-title":"Deep learning of representations for unsupervised and transfer learning","volume-title":"In: Proceedings of ICML workshop on unsupervised and transfer learning. JMLR Workshop and Conference Proceedings","author":"Bengio"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-00376-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3529399.3529426"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ISDFS55398.2022.9800813"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00277"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00502"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2021.100198"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/BHI50953.2021.9508542"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2992878"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1001\/jama.1976.03260360011004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2016.07.004"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-017-9997-y"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/aa8d09"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2018.01.011"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1159\/000491636"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-018-01910-0"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-42294-8"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0217293"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-48995-4"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz505"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-019-1475-2"},{"key":"ref26","first-page":"820","article-title":"Comparing deep learning models for multi-cell classification in liquid-based cervical cytology image","volume-title":"In: AMIA Annual Symposium Proceedings","volume":"2019","author":"Sornapudi"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.burns.2020.03.007"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2020.102290"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2020.104231"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0237213"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/abae06"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC44109.2020.9176653"},{"issue":"11","key":"ref33","first-page":"1120","article-title":"Pathological diagnosis of lung cancer based on deep transfer learning","volume":"49","author":"Zhao","year":"2020","journal-title":"Zhonghua Bing li xue za zhi= Chinese Journal of Pathology"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.47176\/mjiri.34.140"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-83199-9"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102032"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9630244"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.eplepsyres.2021.106815"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.25629"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0253764"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1186\/s12880-021-00609-0"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.14108"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1177\/10732748221132528"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1038\/s41379-022-01141-4"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107095"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.1031"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.31557\/APJCP.2022.23.4.1315"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/cancers14081964"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/s00330-022-08538-4"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00934-2_24"},{"key":"ref51","article-title":"100,000 histological images of human colorectal cancer and healthy tissue","author":"Kather","year":"2019","journal-title":"Zenodo"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2496264"},{"key":"ref53","article-title":"Lung and colon cancer histopathological image dataset (lc25000)","author":"Borkowski","year":"2019","journal-title":"arXiv preprint arXiv:191212142"},{"key":"ref54","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv preprint arXiv:14091556"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.4324\/9781410605337-29"},{"key":"ref56","first-page":"32","article-title":"Transfusion: Understanding transfer learning for medical imaging","author":"Raghu","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/bibm.2017.8217822"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICABME47164.2019.8940291"},{"key":"ref59","first-page":"101344F","article-title":"A transfer learning approach for classification of clinical significant prostate cancers from mpMRI scans","volume":"10134","author":"Chen","year":"d2019","journal-title":"In: Medical Imaging 2017: Computer-Aided Diagnosis"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICCSP.2019.8697909"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93000-8_86"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.03.022"},{"key":"ref63","first-page":"812","article-title":"Classification of breast cancer histology images using transfer learning","volume-title":"In: International conference image analysis and recognition","author":"Vesal"},{"volume-title":"Nation Cancer Institute-GDC Data Portal;","year":"2021","key":"ref64"}],"event":{"name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2022,12,6]]},"location":"Las Vegas, NV, USA","end":{"date-parts":[[2022,12,8]]}},"container-title":["2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9994793\/9994847\/09995076.pdf?arnumber=9995076","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T12:48:28Z","timestamp":1706791708000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9995076\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,6]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/bibm55620.2022.9995076","relation":{},"subject":[],"published":{"date-parts":[[2022,12,6]]}}}