{"id":"https://openalex.org/W7134896867","doi":"https://doi.org/10.1109/icdmw69685.2025.00009","title":"DrugBank-2025: An AI-Ready Next-Generation Dataset for Drug\u2013Drug Interaction Prediction","display_name":"DrugBank-2025: An AI-Ready Next-Generation Dataset for Drug\u2013Drug Interaction Prediction","publication_year":2025,"publication_date":"2025-11-12","ids":{"openalex":"https://openalex.org/W7134896867","doi":"https://doi.org/10.1109/icdmw69685.2025.00009"},"language":null,"primary_location":{"id":"doi:10.1109/icdmw69685.2025.00009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-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/A5101748549","display_name":"Ruoxi Zhang","orcid":"https://orcid.org/0000-0003-2265-5844"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ran Zhang","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002404466","display_name":"Tian Du","orcid":"https://orcid.org/0000-0002-0650-829X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Du","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037960311","display_name":"Xiao Wu","orcid":"https://orcid.org/0000-0002-2173-1086"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wu","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054877470","display_name":"Z. Chen","orcid":"https://orcid.org/0000-0003-4521-6086"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zidan Chen","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128700961","display_name":"Ping Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Xu","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128708440","display_name":"Pengjiang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengjiang Li","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128746016","display_name":"Xuezhi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuezhi Wang","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128750596","display_name":"Pengfei Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Wang","raw_affiliation_strings":["Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences,Hangzhou,China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101748549"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79894098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.6696000099182129,"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":0.6696000099182129,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.10029999911785126,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.026799999177455902,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.2897000014781952},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.28279998898506165},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.2680000066757202},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2387000024318695}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4794999957084656},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4122999906539917},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30489999055862427},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2387000024318695},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23559999465942383},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2328999936580658},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2305999994277954}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdmw69685.2025.00009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdmw69685.2025.00009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Data Mining Workshops (ICDMW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1979845492","https://openalex.org/W2106417713","https://openalex.org/W2109482131","https://openalex.org/W2119002393","https://openalex.org/W2145877930","https://openalex.org/W2559588208","https://openalex.org/W2570516417","https://openalex.org/W2767891136","https://openalex.org/W2786016794","https://openalex.org/W2802200505","https://openalex.org/W2972392269","https://openalex.org/W3035011799","https://openalex.org/W3089843526","https://openalex.org/W3093844547","https://openalex.org/W3094497296","https://openalex.org/W3108458441","https://openalex.org/W3139253280","https://openalex.org/W3157889929","https://openalex.org/W3198755792","https://openalex.org/W4205463297","https://openalex.org/W4210567899","https://openalex.org/W4212856313","https://openalex.org/W4212926508","https://openalex.org/W4220757799","https://openalex.org/W4224322651","https://openalex.org/W4281850946","https://openalex.org/W4285165731","https://openalex.org/W4285794944","https://openalex.org/W4286373989","https://openalex.org/W4294908374","https://openalex.org/W4307093167","https://openalex.org/W4312210475","https://openalex.org/W4313405519","https://openalex.org/W4318150241","https://openalex.org/W4327722639","https://openalex.org/W4360591883","https://openalex.org/W4379967792","https://openalex.org/W4381619385","https://openalex.org/W4388034303","https://openalex.org/W4388895091","https://openalex.org/W4389523847","https://openalex.org/W4390005328","https://openalex.org/W4390578025","https://openalex.org/W4393260925","https://openalex.org/W4401918320","https://openalex.org/W4403577936","https://openalex.org/W4406047599","https://openalex.org/W4406738995","https://openalex.org/W4407373623","https://openalex.org/W4407867676","https://openalex.org/W4409346728"],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"prediction":[1,23,72,115],"of":[2,34,84,94,112],"Drug\u2013Drug":[3],"Interactions":[4],"(DDIs)":[5],"is":[6,58],"critical":[7],"for":[8,21],"reducing":[9],"adverse":[10],"drug":[11,105],"reactions":[12],"and":[13,28,48,77,87,99,110],"ensuring":[14],"safe":[15],"combination":[16],"therapies.":[17],"However,":[18],"existing":[19],"benchmarks":[20],"DDI":[22,71,114],"suffer":[24],"from":[25,52],"outdated":[26],"datasets":[27],"limited":[29],"scope,":[30],"hindering":[31],"comprehensive":[32],"evaluation":[33,68],"emerging":[35],"AI":[36],"methodologies.":[37],"To":[38],"address":[39],"this":[40],"gap,":[41],"we":[42],"present":[43],"DrugBank-2025,":[44],"a":[45],"large-scale,":[46],"diverse,":[47],"up-to-date":[49],"dataset":[50],"curated":[51],"the":[53,108],"latest":[54],"DrugBank":[55],"release.":[56],"DrugBank-2025":[57,90],"designed":[59],"as":[60,103],"an":[61],"AI-ready":[62],"benchmark":[63],"resource":[64],"that":[65],"supports":[66],"systematic":[67],"across":[69],"various":[70],"tasks,":[73],"including":[74],"binary,":[75],"multi-class,":[76],"multi-label":[78],"classification.":[79],"By":[80],"providing":[81],"extensive":[82],"coverage":[83],"approved":[85],"drugs":[86],"interaction":[88],"types,":[89],"enables":[91],"robust":[92],"assessment":[93],"model":[95],"generalization":[96],"under":[97],"realistic":[98],"challenging":[100],"scenarios,":[101],"such":[102],"out-of-distribution":[104],"pairs,":[106],"facilitating":[107],"development":[109],"benchmarking":[111],"next-generation":[113],"models.":[116]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-12T00:00:00"}