{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,9]],"date-time":"2026-07-09T04:23:30Z","timestamp":1783571010088,"version":"3.55.0"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,5,1]],"date-time":"2022-05-01T00:00:00Z","timestamp":1651363200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Translational Brain Imaging Training Network under the EU Marie Sklodowska-Curie Program","award":["765148"],"award-info":[{"award-number":["765148"]}]},{"name":"Sonderforschungsbereich (SFB) 824"},{"DOI":"10.13039\/501100001659","name":"Deutsche Forschungsgemeinschaft (DFG) through Technical University of Munich (TUM) International Graduate School of Science and Engineering","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001659","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100005235","name":"Institute for Advanced Study","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100005235","id-type":"DOI","asserted-by":"publisher"}]},{"name":"German Excellence Initiative"},{"name":"DFG-Graduiertenkolleg","award":["2274"],"award-info":[{"award-number":["2274"]}]},{"name":"Helmut-Horten-Foundation Professorship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Med. Imaging"],"published-print":{"date-parts":[[2022,5]]},"DOI":"10.1109\/tmi.2021.3136582","type":"journal-article","created":{"date-parts":[[2021,12,20]],"date-time":"2021-12-20T21:47:32Z","timestamp":1640036852000},"page":"1269-1278","source":"Crossref","is-referenced-by-count":20,"title":["Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models"],"prefix":"10.1109","volume":"41","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0862-6513","authenticated-orcid":false,"given":"Ivan","family":"Ezhov","sequence":"first","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tudor","family":"Mot","sequence":"additional","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4435-7207","authenticated-orcid":false,"given":"Suprosanna","family":"Shit","sequence":"additional","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8101-4794","authenticated-orcid":false,"given":"Jana","family":"Lipkova","sequence":"additional","affiliation":[{"name":"Harvard Medical School, Brigham and Women&#x2019;s Hospital, Boston, MA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Johannes C.","family":"Paetzold","sequence":"additional","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0642-7884","authenticated-orcid":false,"given":"Florian","family":"Kofler","sequence":"additional","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7555-0336","authenticated-orcid":false,"given":"Chantal","family":"Pellegrini","sequence":"additional","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marcel","family":"Kollovieh","sequence":"additional","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8906-9079","authenticated-orcid":false,"given":"Fernando","family":"Navarro","sequence":"additional","affiliation":[{"name":"Department of Informatics and the TranslaTUM&#x2014;Central Institute for Translational Cancer Research, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5328-6407","authenticated-orcid":false,"given":"Hongwei","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Informatics, TranslaTUM, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marie","family":"Metz","sequence":"additional","affiliation":[{"name":"Neuroradiology Department of Klinikum Rechts der Isar, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2963-7772","authenticated-orcid":false,"given":"Benedikt","family":"Wiestler","sequence":"additional","affiliation":[{"name":"Neuroradiology Department of Klinikum Rechts der Isar, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bjoern","family":"Menze","sequence":"additional","affiliation":[{"name":"Department of Informatics, TranslaTUM, TUM, M&#x00FC;nich, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1088\/0031-9155\/59\/3\/747"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2014.1174"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2902044"},{"key":"ref4","volume-title":"Personalization of Reaction-Diffusion Tumor Growth Models in MR Images: Application to Brain Gliomas Characterization and Radiotherapy Planning","author":"Konukoglu","year":"2010"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2016.2626443"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59713-9_53"},{"key":"ref7","article-title":"Automatic MRI-driven model calibration for advanced brain tumor progression analysis","author":"Scheufele","year":"2020","journal-title":"arXiv:2001.09173"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/19m1275280"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2774044"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32245-8_89"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2839681"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-bioeng-062117-121105"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2005.857217"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s11538-015-0067-7"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22092-0_60"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24571-3_51"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32245-8_87"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511781452"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jocs.2020.101107"},{"key":"ref20","article-title":"Fourier neural operator for parametric partial differential equations","author":"Li","year":"2020","journal-title":"arXiv:2010.08895"},{"key":"ref21","article-title":"Solving the wave equation with physics-informed deep learning","author":"Moseley","year":"2020","journal-title":"arXiv:2006.11894"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.taml.2020.01.039"},{"key":"ref23","article-title":"Physics-informed GANs for coastal flood visualization","author":"L\u00fctjens","year":"2020","journal-title":"arXiv:2010.08103"},{"key":"ref24","article-title":"NSFnets (Navier\u2013Stokes flow nets): Physics-informed neural networks for the incompressible Navier\u2013Stokes equations","author":"Jin","year":"2020","journal-title":"arXiv:2003.06496"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2963375"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2019.108929"},{"key":"ref27","article-title":"Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems","author":"Beck","year":"2020","journal-title":"arXiv:2012.01194"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-36620-8_27"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2101784118"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2018.10.045"},{"key":"ref31","article-title":"Implicit neural representations with periodic activation functions","author":"Sitzmann","year":"2020","journal-title":"arXiv:2006.09661"},{"key":"ref32","article-title":"FiniteNet: A fully convolutional LSTM network architecture for time-dependent partial differential equations","author":"Stevens","year":"2020","journal-title":"arXiv:2002.03014"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.2514\/1.J058291"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1088\/2632-2153\/ac3ffa"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13619"},{"key":"ref36","article-title":"Learning neural PDE solvers with convergence guarantees","author":"Hsieh","year":"2019","journal-title":"arXiv:1906.01200"},{"key":"ref37","article-title":"Implicit neural solver for time-dependent linear PDEs with convergence guarantee","author":"Shit","year":"2019","journal-title":"arXiv:1910.03452"},{"key":"ref38","article-title":"Learning to simulate complex physics with graph networks","author":"Sanchez-Gonzalez","year":"2020","journal-title":"arXiv:2002.09405"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.23915\/distill.00003"},{"key":"ref40","article-title":"BEGAN: Boundary equilibrium generative adversarial networks","author":"Berthelot","year":"2017","journal-title":"arXiv:1703.10717"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s11060-008-9551-3"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1093\/neuonc\/nos300"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9399(2007)133:7(816)"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcp.2014.12.006"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00125"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2377694"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-19420-z"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref49","article-title":"ClDice\u2014A novel topology-preserving loss function for tubular structure segmentation","author":"Shit","year":"2020","journal-title":"arXiv:2003.07311"},{"key":"ref50","article-title":"An automatic multi-tissue human fetal brain segmentation benchmark using the fetal tissue annotation dataset","author":"Payette","year":"2020","journal-title":"arXiv:2010.15526"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2018.2845918"}],"container-title":["IEEE Transactions on Medical Imaging"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/42\/9766219\/09656125.pdf?arnumber=9656125","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,10]],"date-time":"2024-01-10T00:39:12Z","timestamp":1704847152000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9656125\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,5]]},"references-count":51,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tmi.2021.3136582","relation":{},"ISSN":["0278-0062","1558-254X"],"issn-type":[{"value":"0278-0062","type":"print"},{"value":"1558-254X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,5]]}}}