{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T08:35:03Z","timestamp":1782203703125,"version":"3.54.5"},"reference-count":52,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001852","name":"Centre Franco-Indien pour la Promotion de la Recherche Avanc&#x00E9;e","doi-asserted-by":"publisher","award":["6702-1"],"award-info":[{"award-number":["6702-1"]}],"id":[{"id":"10.13039\/501100001852","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2025,11]]},"DOI":"10.1109\/tai.2025.3565671","type":"journal-article","created":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T19:22:44Z","timestamp":1746040964000},"page":"3087-3099","source":"Crossref","is-referenced-by-count":1,"title":["DrugMAP: Deep Multimodal Transformers for Drug-Target Mechanism of Action Prediction"],"prefix":"10.1109","volume":"6","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6867-6136","authenticated-orcid":false,"given":"Rangan","family":"Das","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-1323-8771","authenticated-orcid":false,"given":"Swadesh","family":"Jana","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Eberhard Karls Universit&#x00E4;t T&#x00FC;bingen, T&#x00FC;bingen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-7730-050X","authenticated-orcid":false,"given":"Anannyo","family":"Dey","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4483-0957","authenticated-orcid":false,"given":"Pascal","family":"Le Corre","sequence":"additional","affiliation":[{"name":"Centre Hospitalier Universitaire de Rennes, P&#x00F4;le Pharmacie, Secteur Pharmacotechnie et Onco-Pharmacie, Rennes, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6943-3937","authenticated-orcid":false,"given":"Marc","family":"Cuggia","sequence":"additional","affiliation":[{"name":"Univ Rennes, CHU Rennes, INSERM, LTSI-UMR 1099, Rennes, France"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1062-4311","authenticated-orcid":false,"given":"Ujjwal","family":"Maulik","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Jadavpur University, Kolkata, West Bengal, India"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6370-2083","authenticated-orcid":false,"given":"Sanghamitra","family":"Bandyopadhyay","sequence":"additional","affiliation":[{"name":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-27137-3"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbz157"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1204524109"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/nrd.2018.168"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nrd2199"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/nrd3480"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/minf.201501008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-020-1052-0"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty593"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa921"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbad161"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab072"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3095381"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/bip.360221211"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.26434\/chemrxiv-2023-dngg4","article-title":"Mole-BERT: Rethinking pre-training graph neural networks for molecules","volume-title":"Proc. 11th Int. Conf. Learn. Represent.","author":"Xia","year":"2023"},{"key":"ref16","article-title":"Chemberta: Large-scale self-supervised pretraining for molecular property prediction","author":"Chithrananda","year":"2020"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00580-7"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/bfgp\/elab031"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp433"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1007129"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbaa044"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa524"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa880"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac162"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btac485"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1021\/ci400709d"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2022.3170365"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac469"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkj067"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03819-2"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref33","article-title":"Language models of protein sequences at the scale of evolution enable accurate structure prediction","author":"Lin","year":"2022"},{"key":"ref34","article-title":"Bert: Pre-training of deep bidirectional transformers for language understanding","author":"Devlin","year":"2018"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-04964-5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btu739"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2023.127063"},{"key":"ref38","article-title":"Roberta: A robustly optimized bert pretraining approach","author":"Liu","year":"2019"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkac956"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1021\/ci049714+"},{"key":"ref41","article-title":"How powerful are graph neural networks?","volume-title":"Int. Conf. Learn. Represent.","author":"Xu","year":"2019"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00041"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkl999"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btv256"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.1990"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1002\/jcc.21334"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/ijms252111638"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1111\/bcp.13533"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1681\/ASN.2006070727"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1111\/acer.14399"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.599812"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/11224646\/10980435.pdf?arnumber=10980435","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T05:44:48Z","timestamp":1762407888000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10980435\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11]]},"references-count":52,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/tai.2025.3565671","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11]]}}}