{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T01:17:43Z","timestamp":1775092663745,"version":"3.50.1"},"reference-count":76,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["UG3-TR004501"],"award-info":[{"award-number":["UG3-TR004501"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000002","name":"NIH","doi-asserted-by":"publisher","award":["NCI-R01-CA258827"],"award-info":[{"award-number":["NCI-R01-CA258827"]}],"id":[{"id":"10.13039\/100000002","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000001","name":"NSF","doi-asserted-by":"publisher","award":["CNS-2320261"],"award-info":[{"award-number":["CNS-2320261"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2025,1]]},"DOI":"10.1109\/tvcg.2024.3456160","type":"journal-article","created":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T19:06:21Z","timestamp":1725995181000},"page":"65-75","source":"Crossref","is-referenced-by-count":23,"title":["DITTO: A Visual Digital Twin for Interventions and Temporal Treatment Outcomes in Head and Neck Cancer"],"prefix":"10.1109","volume":"31","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2003-2750","authenticated-orcid":false,"given":"Andrew","family":"Wentzel","sequence":"first","affiliation":[{"name":"University of Illinois Chicago, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0046-4337","authenticated-orcid":false,"given":"Serageldin","family":"Attia","sequence":"additional","affiliation":[{"name":"MD Anderson Cancer Center, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4084-6022","authenticated-orcid":false,"given":"Xinhua","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Illinois Chicago, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5873-5454","authenticated-orcid":false,"given":"Guadalupe","family":"Canahuate","sequence":"additional","affiliation":[{"name":"University of Iowa, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5264-3994","authenticated-orcid":false,"given":"Clifton David","family":"Fuller","sequence":"additional","affiliation":[{"name":"MD Anderson Cancer Center, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7212-9669","authenticated-orcid":false,"given":"G. Elisabeta","family":"Marai","sequence":"additional","affiliation":[{"name":"University of Illinois Chicago, USA"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Treatment options for oropharyngeal cancer","year":"2024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ichi.2018.00095"},{"key":"ref3","volume-title":"AJCC Cancer Staging Manual","volume":"12","author":"Amin","year":"2016"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1080\/00273171.2011.568786"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/pst.433"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-24291-5_11"},{"key":"ref7","first-page":"189","author":"Brooke","year":"1996","journal-title":"SUS - a quick and dirty usability scale"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3544548.3581251"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.oraloncology.2023.106460"},{"key":"ref10","article-title":"Retain: An interpretable predictive model for healthcare using reverse time attention mechanism","volume":"29","author":"Choi","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-31290-z"},{"key":"ref12","first-page":"73","article-title":"Survivis: Visual analytics for interactive survival analysis","volume-title":"Eurovis Workshop of Vis. Analytics","author":"Corv\u00f2","year":"2019"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2022.104006"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114810"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3326939"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/S1470-2045(21)00274-6"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.15108"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598588"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300809"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3411764.3445385"},{"key":"ref21","volume-title":"Thinking, fast and slow","author":"Kahneman","year":"2011"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-023-00948-y"},{"key":"ref23","first-page":"1","article-title":"Vaughan. Interpreting interpretability: Understanding data scientists\u2019 use of interpretability tools for machine learning","volume-title":"Proc. CHI","author":"Kaur","year":"2020"},{"key":"ref24","article-title":"Captum: A unified and generic model interpretability library for pytorch","author":"Kokhlikyan","year":"2020","journal-title":"arXiv preprint"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865027"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/VIS54862.2022.00019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3594806.3594824"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1146\/annurev.publhealth.18.1.83"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ress.2021.108033"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1001\/jamaoto.2023.1975"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.yjbinx.2020.100067"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5428"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2352\/J.ImagingSci.Technol.2023.67.6.060406"},{"key":"ref34","article-title":"Visual scaffolding in integrated spatial and nonspatial analysis","volume-title":"EuroVis Works. Vis. Ana. (EuroVA)","author":"Marai","year":"2015"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2017.2744459"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2817557"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2817557"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1098\/rsfs.2019.0119"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3166071"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.canep.2016.09.005"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3052441"},{"key":"ref42","article-title":"auton-survival: an open-source package for regression, counterfactual estimation, evaluation and phenotyping with censored time-to-event data","author":"Nagpal","year":"2022","journal-title":"arXiv preprint"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3326593"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3326929"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8856760"},{"key":"ref46","first-page":"1","article-title":"Are metrics enough? guidelines for communicating and visualizing predictive models to subject matter experts","author":"Suh","year":"2023","journal-title":"Trans. Vis. Comp. Graph."},{"key":"ref47","first-page":"3319","article-title":"Axiomatic attribution for deep networks","volume-title":"Int. conf. on machine learning","author":"Sundararajan","year":"2017"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-21422-6_3"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.2196\/29455"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2023.3326587"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4684-6316-3_5"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1002\/mp.12625"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejca.2022.10.011"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v30i1.10295"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-022-02005-2"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2864504"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3076749"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3214306"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3209435"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI57859.2023.00047"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.223"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/VIS47514.2020.00063"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14830"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934546"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2020.05.023"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.radonc.2021.06.016"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2023.1210087"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/tvcg.2022.3232959"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120218"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300468"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1200\/CCI.18.00052"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2020.549915"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/3491102.3501887"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2022.3213246"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2019.03.223"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2021.3114864"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/2945\/10766346\/10670532.pdf?arnumber=10670532","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,26]],"date-time":"2024-11-26T06:01:07Z","timestamp":1732600867000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10670532\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1]]},"references-count":76,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tvcg.2024.3456160","relation":{},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"value":"1077-2626","type":"print"},{"value":"1941-0506","type":"electronic"},{"value":"2160-9306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1]]}}}