{"id":"https://openalex.org/W7166861681","doi":"https://doi.org/10.1016/j.bspc.2026.110899","title":"VBMA-DTA: A multimodal drug\u2013target binding affinity prediction framework via virtual bridging and multi-attention mechanism","display_name":"VBMA-DTA: A multimodal drug\u2013target binding affinity prediction framework via virtual bridging and multi-attention mechanism","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7166861681","doi":"https://doi.org/10.1016/j.bspc.2026.110899"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2026.110899","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110899","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139845688","display_name":"Ming Zeng","orcid":"https://orcid.org/0009-0007-4790-5973"},"institutions":[{"id":"https://openalex.org/I4210119042","display_name":"Gannan Normal University","ror":"https://ror.org/02jf7e446","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Zeng","raw_affiliation_strings":["School of Mathematics and Computer Science, Gannan Normal University, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":"https://orcid.org/0009-0007-4790-5973","affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Gannan Normal University, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4210119042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038460299","display_name":"Min Wang","orcid":"https://orcid.org/0000-0003-0792-7792"},"institutions":[{"id":"https://openalex.org/I4210119042","display_name":"Gannan Normal University","ror":"https://ror.org/02jf7e446","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Wang","raw_affiliation_strings":["Future Energy Interdisciplinary Center, School of Intelligent Manufacturing and Future Energy, Gannan Normal University, Ganzhou, 341000, Jiangxi, China","Key Laboratory of Data Science and Artificial Intelligence of Jiangxi Education Institutes, Gannan Normal University, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":"https://orcid.org/0000-0003-0792-7792","affiliations":[{"raw_affiliation_string":"Future Energy Interdisciplinary Center, School of Intelligent Manufacturing and Future Energy, Gannan Normal University, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4210119042"]},{"raw_affiliation_string":"Key Laboratory of Data Science and Artificial Intelligence of Jiangxi Education Institutes, Gannan Normal University, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4210119042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111827475","display_name":"L. Lan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119042","display_name":"Gannan Normal University","ror":"https://ror.org/02jf7e446","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyi Lan","raw_affiliation_strings":["School of Mathematics and Computer Science, Gannan Normal University, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Gannan Normal University, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4210119042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112396949","display_name":"Xianhua Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119042","display_name":"Gannan Normal University","ror":"https://ror.org/02jf7e446","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianhua Xie","raw_affiliation_strings":["School of Mathematics and Computer Science, Gannan Normal University, Ganzhou, 341000, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics and Computer Science, Gannan Normal University, Ganzhou, 341000, Jiangxi, China","institution_ids":["https://openalex.org/I4210119042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102794567","display_name":"Zhiwei Ji","orcid":"https://orcid.org/0000-0002-0891-7118"},"institutions":[{"id":"https://openalex.org/I119454577","display_name":"Nanjing Agricultural University","ror":"https://ror.org/05td3s095","country_code":"CN","type":"education","lineage":["https://openalex.org/I119454577"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Ji","raw_affiliation_strings":["College of Artificial Intelligence, Nanjing Agricultural University, Nanjing, 211800, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence, Nanjing Agricultural University, Nanjing, 211800, Jiangsu, China","institution_ids":["https://openalex.org/I119454577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038460299","https://openalex.org/A5112396949"],"corresponding_institution_ids":["https://openalex.org/I4210119042"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88225522,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"126","issue":null,"first_page":"110899","last_page":"110899"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.828499972820282,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.828499972820282,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.07400000095367432,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.029400000348687172,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.8278999924659729},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5807999968528748},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.3287999927997589},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.210999995470047}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8278999924659729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6987000107765198},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5807999968528748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40610000491142273},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.3287999927997589},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31360000371932983},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2768000066280365},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.21719999611377716},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2134999930858612},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.210999995470047}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2026.110899","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.bspc.2026.110899","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309870","display_name":"Jiangsu Agricultural Science and Technology Innovation Fund","ror":"https://ror.org/0335n2618"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1263867514","https://openalex.org/W1972987731","https://openalex.org/W1980337077","https://openalex.org/W1985744509","https://openalex.org/W2028841370","https://openalex.org/W2035585923","https://openalex.org/W2071249869","https://openalex.org/W2086286404","https://openalex.org/W2105668062","https://openalex.org/W2109991441","https://openalex.org/W2145962544","https://openalex.org/W2472384656","https://openalex.org/W2605952223","https://openalex.org/W2753953057","https://openalex.org/W2785947426","https://openalex.org/W2884585870","https://openalex.org/W2887766329","https://openalex.org/W2988341011","https://openalex.org/W3008730383","https://openalex.org/W3010761615","https://openalex.org/W3032123378","https://openalex.org/W3096561213","https://openalex.org/W3129168016","https://openalex.org/W3215525389","https://openalex.org/W4205167309","https://openalex.org/W4220853970","https://openalex.org/W4295298624","https://openalex.org/W4318391592","https://openalex.org/W4319915126","https://openalex.org/W4386033873","https://openalex.org/W4386084749","https://openalex.org/W4388595306","https://openalex.org/W4388838206","https://openalex.org/W4394698513","https://openalex.org/W4396780595","https://openalex.org/W4399780209","https://openalex.org/W4401990157","https://openalex.org/W4402697136","https://openalex.org/W4409683496"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-03T06:15:21.484131","created_date":"2026-07-02T00:00:00"}