{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,5]],"date-time":"2026-06-05T04:53:30Z","timestamp":1780635210430,"version":"3.54.1"},"reference-count":31,"publisher":"Informa UK Limited","issue":"4","license":[{"start":{"date-parts":[[2022,12,5]],"date-time":"2022-12-05T00:00:00Z","timestamp":1670198400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"published-print":{"date-parts":[[2023,7,4]]},"DOI":"10.1080\/21681163.2022.2150688","type":"journal-article","created":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T07:59:15Z","timestamp":1670313555000},"page":"1033-1041","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":10,"title":["A semi-supervised Teacher-Student framework for surgical tool detection and localization"],"prefix":"10.1080","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4669-7267","authenticated-orcid":false,"given":"Mansoor Ali","family":"Teevno","sequence":"first","affiliation":[{"name":"Escuela de Ingenier\u00eda y Ciencias, Tecnologico de Monterrey, Guadalajara, M\u00e9xico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9896-8727","authenticated-orcid":false,"given":"Gilberto","family":"Ochoa-Ruiz","sequence":"additional","affiliation":[{"name":"Escuela de Ingenier\u00eda y Ciencias, Tecnologico de Monterrey, Guadalajara, M\u00e9xico"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1313-3542","authenticated-orcid":false,"given":"Sharib","family":"Ali","sequence":"additional","affiliation":[{"name":"School of Computing, University of Leeds, Leeds, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,12,5]]},"reference":[{"key":"cit0001","first-page":"1761","volume":"2","author":"Bhatia B","year":"2007","journal-title":"AAAI"},{"key":"cit0002","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.09.003"},{"key":"cit0003","unstructured":"DeVries T, Taylor GW. 2017. Improved regularization of convolutional neural networks with cutout. arXiv preprint arXiv:1708.04552."},{"key":"cit0004","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67558-9_22"},{"key":"cit0005","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-88210-5_14"},{"key":"cit0006","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2018.00081"},{"key":"cit0007","doi-asserted-by":"publisher","DOI":"10.1016\/j.jss.2013.06.022"},{"key":"cit0008","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66185-8_57"},{"key":"cit0009","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2181168"},{"key":"cit0010","volume-title":"Proceedings of the International Conference on Learning Representations (ICLR)","author":"Liu YC","year":"2021"},{"key":"cit0011","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.277"},{"key":"cit0012","first-page":"1","volume-title":"Workshop and Challenges on Modeling and Monitoring of Computer Assisted Intervention (M2CAI), Athens, Greece, Technical report","author":"Raju A","year":"2016"},{"key":"cit0013","first-page":"1","volume-title":"Computer Assisted Radiology and Surgery (CARS)","author":"Reiter A","year":"2012"},{"key":"cit0014","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"cit0015","unstructured":"Sahu M, Mukhopadhyay A, Szengel A, Zachow S. 2016. Tool and phase recognition using contextual CNN features. arXiv preprint arXiv:1610.08854. p. 1\u20134."},{"key":"cit0016","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2665671"},{"key":"cit0017","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3046258"},{"key":"cit0018","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3046258"},{"key":"cit0019","first-page":"596","volume":"33","author":"Sohn K","year":"2020","journal-title":"Adv Neural Inf Process Syst"},{"key":"cit0020","doi-asserted-by":"publisher","DOI":"10.1117\/12.811112"},{"key":"cit0021","unstructured":"Twinanda AP, Mutter D, Marescaux J, de Mathelin M, Padoy N. 2016a. Single-and multi-task architectures for tool presence detection challenge at m2cai 2016. arXiv preprint arXiv:1610.08851. p. 1\u20137."},{"key":"cit0022","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2593957"},{"key":"cit0023","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05855-6"},{"key":"cit0024","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01364-6_19"},{"key":"cit0025","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20351-1_36"},{"key":"cit0026","doi-asserted-by":"publisher","DOI":"10.1016\/j.surg.2020.10.039"},{"key":"cit0027","unstructured":"Wu Y, Kirillov A, Massa F, Lo WY, Girshick R 2019. Detectron2; [https:\/\/github.com\/facebookresearch\/detectron2]."},{"key":"cit0028","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00305"},{"key":"cit0029","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-80432-9_2"},{"key":"cit0030","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-61166-8_28"},{"key":"cit0031","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2969885"}],"container-title":["Computer Methods in Biomechanics and Biomedical Engineering: Imaging &amp; Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/21681163.2022.2150688","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,2]],"date-time":"2023-06-02T13:30:01Z","timestamp":1685712601000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/21681163.2022.2150688"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,5]]},"references-count":31,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,7,4]]}},"alternative-id":["10.1080\/21681163.2022.2150688"],"URL":"https:\/\/doi.org\/10.1080\/21681163.2022.2150688","relation":{},"ISSN":["2168-1163","2168-1171"],"issn-type":[{"value":"2168-1163","type":"print"},{"value":"2168-1171","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,12,5]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=tciv20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-10-11","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-10-13","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-12-05","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}