{"id":"https://openalex.org/W2981202347","doi":"https://doi.org/10.1093/database/baz104","title":"DeepScreening: a deep learning-based screening web server for accelerating drug discovery","display_name":"DeepScreening: a deep learning-based screening web server for accelerating drug discovery","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2981202347","doi":"https://doi.org/10.1093/database/baz104","mag":"2981202347","pmid":"https://pubmed.ncbi.nlm.nih.gov/31608949"},"language":"en","primary_location":{"id":"doi:10.1093/database/baz104","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baz104","pdf_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baz104/30142093/baz104.pdf","source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baz104/30142093/baz104.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100328496","display_name":"Zhihong Liu","orcid":"https://orcid.org/0000-0001-8370-2419"},"institutions":[{"id":"https://openalex.org/I4210103524","display_name":"Guangdong Academy of Sciences","ror":"https://ror.org/01g9hkj35","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210103524"]},{"id":"https://openalex.org/I4210134982","display_name":"Institute of Microbiology","ror":"https://ror.org/047yhep71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210134982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Liu","raw_affiliation_strings":["State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China","institution_ids":["https://openalex.org/I4210103524","https://openalex.org/I4210134982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047200193","display_name":"Jiewen Du","orcid":"https://orcid.org/0000-0003-4149-8629"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiewen Du","raw_affiliation_strings":["Division of Algorithm, Beijing Jingpai Technology Co., Ltd. 1500-1, Hailong Building Z-Park, Beijing 100090, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Algorithm, Beijing Jingpai Technology Co., Ltd. 1500-1, Hailong Building Z-Park, Beijing 100090, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029470846","display_name":"Jiansong Fang","orcid":"https://orcid.org/0000-0002-6998-5384"},"institutions":[{"id":"https://openalex.org/I36373038","display_name":"Cleveland Clinic Lerner College of Medicine","ror":"https://ror.org/02x4b0932","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1316902750","https://openalex.org/I36373038"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiansong Fang","raw_affiliation_strings":["Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, 9620 Carnegie Ave n building, Cleveland, OH 44106, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Genomic Medicine Institute, Lerner Research Institute, Cleveland Clinic, 9620 Carnegie Ave n building, Cleveland, OH 44106, USA","institution_ids":["https://openalex.org/I36373038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100617681","display_name":"Yulong Yin","orcid":"https://orcid.org/0000-0001-6112-6975"},"institutions":[{"id":"https://openalex.org/I4210103524","display_name":"Guangdong Academy of Sciences","ror":"https://ror.org/01g9hkj35","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210103524"]},{"id":"https://openalex.org/I4210134982","display_name":"Institute of Microbiology","ror":"https://ror.org/047yhep71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210134982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Yin","raw_affiliation_strings":["State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China","institution_ids":["https://openalex.org/I4210103524","https://openalex.org/I4210134982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100852856","display_name":"Guohuan Xu","orcid":"https://orcid.org/0000-0003-1849-2595"},"institutions":[{"id":"https://openalex.org/I4210103524","display_name":"Guangdong Academy of Sciences","ror":"https://ror.org/01g9hkj35","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210103524"]},{"id":"https://openalex.org/I4210134982","display_name":"Institute of Microbiology","ror":"https://ror.org/047yhep71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210134982"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohuan Xu","raw_affiliation_strings":["State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China","institution_ids":["https://openalex.org/I4210103524","https://openalex.org/I4210134982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040091526","display_name":"Liwei Xie","orcid":"https://orcid.org/0000-0002-4747-1753"},"institutions":[{"id":"https://openalex.org/I4210103524","display_name":"Guangdong Academy of Sciences","ror":"https://ror.org/01g9hkj35","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210103524"]},{"id":"https://openalex.org/I4210120929","display_name":"Zhujiang Hospital","ror":"https://ror.org/02mhxa927","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210120929"]},{"id":"https://openalex.org/I4210134982","display_name":"Institute of Microbiology","ror":"https://ror.org/047yhep71","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210134982"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liwei Xie","raw_affiliation_strings":["State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China","Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue, Guangzhou 510282, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Applied Microbiology Southern China, Guangdong Provincial Key Laboratory of Microbial Culture Collection and Application, Guangdong Open Laboratory of Applied Microbiology, Guangdong Institute of Microbiology, Guangdong Academy of Sciences, 100 Xianlie Middle Road, Guangzhou 510070, China","institution_ids":["https://openalex.org/I4210103524","https://openalex.org/I4210134982"]},{"raw_affiliation_string":"Zhujiang Hospital, Southern Medical University, 253 Industrial Avenue, Guangzhou 510282, China","institution_ids":["https://openalex.org/I4210120929","https://openalex.org/I58200834"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040091526"],"corresponding_institution_ids":["https://openalex.org/I4210103524","https://openalex.org/I4210120929","https://openalex.org/I4210134982","https://openalex.org/I58200834"],"apc_list":{"value":1415,"currency":"GBP","value_usd":1735},"apc_paid":{"value":1415,"currency":"GBP","value_usd":1735},"fwci":8.2909,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.98013297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2019","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9997000098228455,"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":0.9997000098228455,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7951149940490723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7360566854476929},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.7241677045822144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.64986252784729},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5162298679351807},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.46968844532966614},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.46017351746559143},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4260028004646301},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3547779321670532},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.29843106865882874},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.23485416173934937},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08698788285255432}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7951149940490723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7360566854476929},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.7241677045822144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.64986252784729},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5162298679351807},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.46968844532966614},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.46017351746559143},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4260028004646301},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3547779321670532},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.29843106865882874},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.23485416173934937},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08698788285255432},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004353","descriptor_name":"Drug Evaluation, Preclinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004353","descriptor_name":"Drug Evaluation, Preclinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004353","descriptor_name":"Drug Evaluation, Preclinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062126","descriptor_name":"Databases, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062126","descriptor_name":"Databases, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062126","descriptor_name":"Databases, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1093/database/baz104","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baz104","pdf_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baz104/30142093/baz104.pdf","source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},{"id":"pmid:31608949","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31608949","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database : the journal of biological databases and curation","raw_type":null},{"id":"pmh:oai:europepmc.org:5759126","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6790966","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/database/baz104","is_oa":true,"landing_page_url":"https://doi.org/10.1093/database/baz104","pdf_url":"https://academic.oup.com/database/article-pdf/doi/10.1093/database/baz104/30142093/baz104.pdf","source":{"id":"https://openalex.org/S4210201630","display_name":"Database","issn_l":"1758-0463","issn":["1758-0463"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311647","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/P4310311647"],"host_organization_lineage_names":["University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Database","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4444230783","display_name":null,"funder_award_id":"81703416","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7149343748","display_name":null,"funder_award_id":"A2017071","funder_id":"https://openalex.org/F4320322161","funder_display_name":"Guangdong Medical Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322161","display_name":"Guangdong Medical Research Foundation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1495258543","https://openalex.org/W1984084871","https://openalex.org/W1986044514","https://openalex.org/W1990399577","https://openalex.org/W1999798000","https://openalex.org/W2018796817","https://openalex.org/W2088545808","https://openalex.org/W2159887157","https://openalex.org/W2216772195","https://openalex.org/W2526925775","https://openalex.org/W2558999090","https://openalex.org/W2578240541","https://openalex.org/W2581082771","https://openalex.org/W2582821003","https://openalex.org/W2583907533","https://openalex.org/W2588003167","https://openalex.org/W2610148085","https://openalex.org/W2610807327","https://openalex.org/W2734982589","https://openalex.org/W2736137960","https://openalex.org/W2745961286","https://openalex.org/W2747592475","https://openalex.org/W2753588101","https://openalex.org/W2773405722","https://openalex.org/W2775447678","https://openalex.org/W2795068716","https://openalex.org/W2805002767","https://openalex.org/W2806547269","https://openalex.org/W2810596708","https://openalex.org/W2826750344","https://openalex.org/W2900266642","https://openalex.org/W2901411193","https://openalex.org/W2905810301","https://openalex.org/W2906295032","https://openalex.org/W2911107164","https://openalex.org/W2916581152","https://openalex.org/W2919115771","https://openalex.org/W2932103726","https://openalex.org/W2951054376","https://openalex.org/W2951730672","https://openalex.org/W2963698810","https://openalex.org/W2968298935","https://openalex.org/W3100704554","https://openalex.org/W3104705366","https://openalex.org/W4233460868","https://openalex.org/W4246020459"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2480711475","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4304166257","https://openalex.org/W4294635752","https://openalex.org/W4383066092","https://openalex.org/W3215138031","https://openalex.org/W2378005410"],"abstract_inverted_index":{"Deep":[0],"learning":[1,17,26,46,70,89,127],"contributes":[2],"significantly":[3],"to":[4,23,36,57,99,165,192],"researches":[5],"in":[6,28,48,159],"biological":[7],"sciences":[8],"and":[9,51,64,72,129,139,168,195],"drug":[10,39,49],"discovery.":[11,40,201],"Previous":[12],"studies":[13],"suggested":[14],"that":[15],"deep":[16,45,69,88,126,162,186],"techniques":[18,47],"have":[19],"shown":[20],"superior":[21],"performance":[22],"other":[24],"machine":[25],"algorithms":[27],"virtual":[29,105,147,166],"screening,":[30,167],"which":[31,91],"is":[32],"a":[33,77,114,125],"critical":[34],"step":[35],"accelerate":[37],"the":[38,42,58,67,84,94,108,131,150],"However,":[41],"application":[43],"of":[44,66,83,86,117],"discovery":[50],"chemical":[52,109,157],"biology":[53],"are":[54],"hindered":[55],"due":[56],"data":[59,61],"availability,":[60],"further":[62],"processing":[63],"lacking":[65],"user-friendly":[68,78],"tools":[71],"interface.":[73],"Therefore,":[74],"we":[75],"developed":[76],"web":[79,188],"server":[80,189],"with":[81,181],"integration":[82],"state":[85],"art":[87],"algorithm,":[90],"utilizes":[92],"either":[93,107],"public":[95],"or":[96,102,111,155,199],"user-provided":[97],"dataset":[98],"help":[100],"biologists":[101,194],"chemists":[103,196],"perform":[104],"screening":[106,148],"probes":[110,198],"drugs":[112,200],"for":[113,146,197],"specific":[115],"target":[116,169],"interest.":[118],"With":[119],"DeepScreening,":[120],"user":[121],"could":[122,142,178],"conveniently":[123],"construct":[124],"model":[128],"generate":[130],"target-focused":[132],"de":[133,152,171],"novo":[134,153,172],"libraries.":[135],"The":[136],"constructed":[137],"classification":[138],"regression":[140],"models":[141,163],"be":[143,179],"subsequently":[144],"used":[145],"against":[149],"generated":[151],"libraries,":[154],"diverse":[156],"libraries":[158],"stock.":[160],"From":[161],"training":[164],"focused":[170],"library":[173],"generation,":[174],"all":[175],"those":[176],"tasks":[177],"finished":[180],"DeepScreening.":[182],"We":[183],"believe":[184],"this":[185],"learning-based":[187],"will":[190],"benefit":[191],"both":[193]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":12}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}