{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T08:00:51Z","timestamp":1773734451839,"version":"3.50.1"},"reference-count":52,"publisher":"American Chemical Society (ACS)","issue":"23","license":[{"start":{"date-parts":[[2024,11,21]],"date-time":"2024-11-21T00:00:00Z","timestamp":1732147200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,21]],"date-time":"2024-11-21T00:00:00Z","timestamp":1732147200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,11,21]],"date-time":"2024-11-21T00:00:00Z","timestamp":1732147200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-045"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["31970950"],"award-info":[{"award-number":["31970950"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["91957112"],"award-info":[{"award-number":["91957112"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003995","name":"Natural Science Foundation of Anhui Province","doi-asserted-by":"publisher","award":["2308085MH239"],"award-info":[{"award-number":["2308085MH239"]}],"id":[{"id":"10.13039\/501100003995","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Chem. Inf. Model."],"published-print":{"date-parts":[[2024,12,9]]},"DOI":"10.1021\/acs.jcim.4c01554","type":"journal-article","created":{"date-parts":[[2024,11,21]],"date-time":"2024-11-21T17:48:47Z","timestamp":1732211327000},"page":"8952-8962","source":"Crossref","is-referenced-by-count":14,"title":["ReduMixDTI: Prediction of Drug\u2013Target Interaction with Feature Redundancy Reduction and Interpretable Attention Mechanism"],"prefix":"10.1021","volume":"64","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-7314-6472","authenticated-orcid":true,"given":"Mingqing","family":"Liu","sequence":"first","affiliation":[{"name":"National Engineering Laboratory for Brain-inspired Intelligence Technology and Application, School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, Anhui, China"},{"name":"Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China, Hefei 230026, Anhui, China"}]},{"given":"Xuechun","family":"Meng","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory for Brain-inspired Intelligence Technology and Application, School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, Anhui, China"},{"name":"Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China, Hefei 230026, Anhui, China"}]},{"given":"Yiyang","family":"Mao","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory for Brain-inspired Intelligence Technology and Application, School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, Anhui, China"},{"name":"Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China, Hefei 230026, Anhui, China"}]},{"given":"Hongqi","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Geriatrics, The First Affiliated Hospital of USTC, University of Science and Technology of China, Hefei 230026, Anhui, China"}]},{"given":"Ji","family":"Liu","sequence":"additional","affiliation":[{"name":"National Engineering Laboratory for Brain-inspired Intelligence Technology and Application, School of Information Science and Technology, University of Science and Technology of China, Hefei 230026, Anhui, China"},{"name":"Center for Advanced Interdisciplinary Science and Biomedicine of IHM, Division of Life Sciences and Medicine, University of Science and Technology of China MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China, Hefei 230026, Anhui, China"},{"name":"MoE Key Laboratory of Brain-inspired Intelligent Perception and Cognition, University of Science and Technology of China, Hefei 230026, Anhui, China"},{"name":"Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230026, Anhui, China"}]}],"member":"316","published-online":{"date-parts":[[2024,11,21]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bts412"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2019.103159"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1038\/nrd.2018.168"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1186\/s13321-020-00450-7"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbv020"},{"key":"ref6\/cit6","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkx1037"},{"key":"ref7\/cit7","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-6296(02)00126-1"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1038\/nrd3078"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1005678"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.1002\/jcc.21256"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.3389\/fchem.2020.00343"},{"key":"ref12\/cit12","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-023-00785-4"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1016\/j.csbj.2021.03.004"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1021\/ci00057a005"},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbaa430"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btab715"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00605-1"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty593"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty535"},{"key":"ref20\/cit20","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa544"},{"key":"ref21\/cit21","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa880"},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac468"},{"key":"ref23\/cit23","unstructured":"Vaswani, A.; Shazeer, N.; Parmar, N.; Uszkoreit, J.; Jones, L.; Gomez, A. N.; Kaiser, \u0141.; Polosukhin, I. Attention Is All You Need. In Advances in Neural Information Processing Systems, 2017"},{"key":"ref24\/cit24","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107512"},{"key":"ref25\/cit25","doi-asserted-by":"publisher","DOI":"10.1049\/cit2.12194"},{"key":"ref26\/cit26","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa524"},{"key":"ref27\/cit27","unstructured":"Kim, J.H.; Jun, J.; Zhang, B.T.; Bilinear Attention Networks. In  Advances in Neural Information Processing Systems, 2018."},{"key":"ref28\/cit28","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107621"},{"key":"ref29\/cit29","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2024.124647"},{"key":"ref30\/cit30","doi-asserted-by":"publisher","DOI":"10.1039\/C7MD00381A"},{"key":"ref31\/cit31","doi-asserted-by":"publisher","DOI":"10.1111\/all.14962"},{"key":"ref32\/cit32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ab.2024.115691"},{"key":"ref33\/cit33","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btv256"},{"key":"ref34\/cit34","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkm958"},{"key":"ref35\/cit35","first-page":"3371","volume":"2018","author":"Gao K. Y.","year":"2018","journal-title":"Electron. Proc. IJCAI"},{"key":"ref36\/cit36","doi-asserted-by":"crossref","unstructured":"Bai, P.; Miljkovi\u0107, F.; Ge, Y.; Greene, N.; John, B.; Lu, H. Hierarchical Clustering Split for Low-Bias Evaluation of Drug-Target Interaction Prediction. In IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021; pp. 641\u2013644.","DOI":"10.1109\/BIBM52615.2021.9669515"},{"key":"ref37\/cit37","unstructured":"Zitnik, M.; Sosic, R.; Leskovec, J. BioSNAP Datasets: Stanford Biomedical Network Dataset Collection. http:\/\/snap.stanford.edu\/biodata 2018"},{"key":"ref38\/cit38","doi-asserted-by":"publisher","DOI":"10.1021\/acsomega.1c04017"},{"key":"ref39\/cit39","doi-asserted-by":"crossref","unstructured":"Ouyang, D.; He, S.; Zhang, G.; Luo, M.; Guo, H.; Zhan, J.; Huang, Z. Efficient Multi-Scale Attention Module with Cross-Spatial Learning. In ICASSP 2023\u25002023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023; pp 1\u20135.","DOI":"10.1109\/ICASSP49357.2023.10096516"},{"key":"ref40\/cit40","doi-asserted-by":"crossref","unstructured":"Li, J.; Wen, Y.; He, L. SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy. In Proceedings of the IEEE\/CVF Conference on Computer Vision and Pattern Recognition, 2023; pp 6153\u20136162.","DOI":"10.1109\/CVPR52729.2023.00596"},{"key":"ref41\/cit41","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa921"},{"key":"ref42\/cit42","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.4c00957"},{"key":"ref43\/cit43","unstructured":"Sun, Y.; Dong, L.; Huang, S.; Ma, S.; Xia, Y.; Xue, J.; Wang, J.; Wei, F. Retentive Network: A Successor to Transformer for Large Language Models, 2023."},{"key":"ref44\/cit44","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3375025"},{"key":"ref45\/cit45","unstructured":"Garnelo, M.; Czarnecki, W. M. Exploring the Space of Key-Value-Query Models with Intention, 2023."},{"key":"ref46\/cit46","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkad944"},{"key":"ref47\/cit47","doi-asserted-by":"publisher","DOI":"10.1021\/ml500394m"},{"key":"ref48\/cit48","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0710626105"},{"key":"ref49\/cit49","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-024-07487-w"},{"key":"ref50\/cit50","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bby098"},{"key":"ref51\/cit51","doi-asserted-by":"publisher","DOI":"10.1016\/j.omtn.2023.102103"},{"key":"ref52\/cit52","doi-asserted-by":"publisher","DOI":"10.1093\/bfgp\/elae005"}],"container-title":["Journal of Chemical Information and Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.4c01554","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.4c01554","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,9]],"date-time":"2024-12-09T09:10:23Z","timestamp":1733735423000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.4c01554"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,21]]},"references-count":52,"journal-issue":{"issue":"23","published-print":{"date-parts":[[2024,12,9]]}},"alternative-id":["10.1021\/acs.jcim.4c01554"],"URL":"https:\/\/doi.org\/10.1021\/acs.jcim.4c01554","relation":{},"ISSN":["1549-9596","1549-960X"],"issn-type":[{"value":"1549-9596","type":"print"},{"value":"1549-960X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,11,21]]}}}