{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T21:22:48Z","timestamp":1780089768360,"version":"3.54.0"},"reference-count":53,"publisher":"American Chemical Society (ACS)","issue":"17","license":[{"start":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T00:00:00Z","timestamp":1755475200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T00:00:00Z","timestamp":1755475200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T00:00:00Z","timestamp":1755475200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-045"}],"funder":[{"DOI":"10.13039\/501100004032","name":"Jilin University","doi-asserted-by":"publisher","award":["2024CX200"],"award-info":[{"award-number":["2024CX200"]}],"id":[{"id":"10.13039\/501100004032","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["12071176"],"award-info":[{"award-number":["12071176"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Chem. Inf. Model."],"published-print":{"date-parts":[[2025,9,8]]},"DOI":"10.1021\/acs.jcim.5c00647","type":"journal-article","created":{"date-parts":[[2025,8,18]],"date-time":"2025-08-18T17:44:37Z","timestamp":1755539077000},"page":"9303-9312","source":"Crossref","is-referenced-by-count":4,"title":["AMPGP: Discovering Highly Effective Antimicrobial Peptides via Deep Learning"],"prefix":"10.1021","volume":"65","author":[{"given":"Jing","family":"Wang","sequence":"first","affiliation":[{"name":"School of Mathematics","place":["Changchun, China"]},{"name":"Jilin University","place":["Changchun, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-0370-6963","authenticated-orcid":true,"given":"Runze","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Mathematics","place":["Changchun, China"]},{"name":"Jilin University","place":["Changchun, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xinran","family":"Zhang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity","place":["Beijing, China"]},{"name":"Academy of Military Medical Sciences","place":["Beijing, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chengyao","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Mathematics","place":["Changchun, China"]},{"name":"Jilin University","place":["Changchun, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shishun","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Mathematics","place":["Changchun, China"]},{"name":"Jilin University","place":["Changchun, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qian","family":"Li","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Pathogen and Biosecurity","place":["Beijing, China"]},{"name":"Academy of Military Medical Sciences","place":["Beijing, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-8705-118X","authenticated-orcid":true,"given":"Nan","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Mathematics","place":["Changchun, China"]},{"name":"Jilin University","place":["Changchun, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"316","published-online":{"date-parts":[[2025,8,18]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"publisher","DOI":"10.1038\/s41587-022-01226-0"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.3390\/ijms20225713"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-021-00689-x"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-36994-z"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1016\/j.jhealeco.2016.01.012"},{"key":"ref6\/cit6","doi-asserted-by":"publisher","DOI":"10.4155\/fsoa-2016-0093"},{"key":"ref7\/cit7","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2023.1232117"},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106311"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.3390\/genes12020137"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.3390\/antibiotics12040725"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.11906"},{"key":"ref12\/cit12","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbaa312"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab209"},{"key":"ref14\/cit14","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref15\/cit15","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1312.6114"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1145\/3422622"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.7b00414"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1810.07743"},{"key":"ref19\/cit19","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbad058"},{"key":"ref20\/cit20","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty179"},{"key":"ref21\/cit21","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty937"},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/475062"},{"key":"ref23\/cit23","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-020-06978-0"},{"key":"ref24\/cit24","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-022-08310-4"},{"key":"ref25\/cit25","unstructured":"Yu, L.; Zhang, W.; Wang, J.; Yu, Y. In  Proceedings of the AAAI Conference on Artificial Intelligence, 2017."},{"key":"ref26\/cit26","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac428"},{"key":"ref27\/cit27","volume-title":"Attention Is All You Need","author":"Kr\u00f6nke C.","year":"2023"},{"key":"ref28\/cit28","doi-asserted-by":"publisher","DOI":"10.33048\/semi.2021.18.052"},{"key":"ref29\/cit29","unstructured":"Kira, K.; Rendell, L. A. The Feature Selection Problem: Traditional Methods and a New Algorithm. In Proceedings of the Tenth National Conference on Artificial Intelligence, AAAI Press, 1992; pp 129\u2013134."},{"key":"ref30\/cit30","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bty140"},{"key":"ref31\/cit31","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-54515-w"},{"key":"ref32\/cit32","doi-asserted-by":"publisher","DOI":"10.1371\/journal.ppat.1001067"},{"key":"ref33\/cit33","doi-asserted-by":"publisher","DOI":"10.7717\/peerj.10555"},{"key":"ref34\/cit34","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa653"},{"key":"ref35\/cit35","doi-asserted-by":"publisher","DOI":"10.1016\/j.patter.2023.100702"},{"key":"ref36\/cit36","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkt1008"},{"key":"ref37\/cit37","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa160"},{"key":"ref38\/cit38","doi-asserted-by":"publisher","DOI":"10.1038\/s41540-024-00429-2"},{"key":"ref39\/cit39","doi-asserted-by":"publisher","DOI":"10.1142\/S0219720021500219"},{"key":"ref40\/cit40","doi-asserted-by":"publisher","DOI":"10.4155\/fmc-2016-0188"},{"key":"ref41\/cit41","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac174"},{"key":"ref42\/cit42","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx285"},{"key":"ref43\/cit43","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv1278"},{"key":"ref44\/cit44","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bts141"},{"key":"ref45\/cit45","doi-asserted-by":"publisher","DOI":"10.1093\/database\/baaa061"},{"key":"ref46\/cit46","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bts565"},{"key":"ref47\/cit47","doi-asserted-by":"publisher","DOI":"10.1089\/omi.2015.0095"},{"key":"ref48\/cit48","doi-asserted-by":"publisher","DOI":"10.1002\/jcc.20918"},{"key":"ref49\/cit49","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth466"},{"key":"ref50\/cit50","doi-asserted-by":"publisher","DOI":"10.1186\/s13040-019-0196-x"},{"key":"ref51\/cit51","doi-asserted-by":"publisher","DOI":"10.1093\/protein\/9.1.27"},{"key":"ref52\/cit52","doi-asserted-by":"publisher","DOI":"10.1016\/j.ygeno.2013.05.006"},{"key":"ref53\/cit53","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkz074"}],"container-title":["Journal of Chemical Information and Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c00647","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.5c00647","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T08:11:04Z","timestamp":1757319064000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.5c00647"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,8,18]]},"references-count":53,"journal-issue":{"issue":"17","published-print":{"date-parts":[[2025,9,8]]}},"alternative-id":["10.1021\/acs.jcim.5c00647"],"URL":"https:\/\/doi.org\/10.1021\/acs.jcim.5c00647","relation":{},"ISSN":["1549-9596","1549-960X"],"issn-type":[{"value":"1549-9596","type":"print"},{"value":"1549-960X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,8,18]]}}}