{"id":"https://openalex.org/W4391266978","doi":"https://doi.org/10.1109/ic3i59117.2023.10398074","title":"Retracted: Exploratory Application of Deep Learning in Pharmaceutical Drug Discovery","display_name":"Retracted: Exploratory Application of Deep Learning in Pharmaceutical Drug Discovery","publication_year":2023,"publication_date":"2023-09-14","ids":{"openalex":"https://openalex.org/W4391266978","doi":"https://doi.org/10.1109/ic3i59117.2023.10398074"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i59117.2023.10398074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i59117.2023.10398074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093794215","display_name":"Lakshmi Namratha Vempaty","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155734","display_name":"KPMG (United States)","ror":"https://ror.org/049ngdd28","country_code":"US","type":"company","lineage":["https://openalex.org/I4210135825","https://openalex.org/I4210155734"]},{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lakshmi Namratha Vempaty","raw_affiliation_strings":["New York University,Avis Budget Group,South burnswick,New Jersey","Avis Budget Group, New York University, South burnswick, New Jersey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New York University,Avis Budget Group,South burnswick,New Jersey","institution_ids":["https://openalex.org/I4210155734"]},{"raw_affiliation_string":"Avis Budget Group, New York University, South burnswick, New Jersey","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076783748","display_name":"Anurag Shrivastava","orcid":"https://orcid.org/0000-0002-8189-475X"},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anurag Shrivastava","raw_affiliation_strings":["Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences,Chennai,Tamilnadu,India","Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences,Chennai,Tamilnadu,India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024129844","display_name":"Anuradha Nigade","orcid":"https://orcid.org/0000-0002-1566-2205"},"institutions":[{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anuradha S. Nigade","raw_affiliation_strings":["Bharati Vidyapeeth (Deemed to be University) College of Engineering,Pune,Maharashtra,India","Bharati Vidyapeeth (Deemed to be University) College of Engineering, Pune, Maharashtra, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharati Vidyapeeth (Deemed to be University) College of Engineering,Pune,Maharashtra,India","institution_ids":["https://openalex.org/I887998513"]},{"raw_affiliation_string":"Bharati Vidyapeeth (Deemed to be University) College of Engineering, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I887998513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083370047","display_name":"Ajay Rana","orcid":"https://orcid.org/0000-0002-1681-3132"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ajay Rana","raw_affiliation_strings":["Amity University,Greater Noida,Uttar Pradesh,India","Amity University, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amity University,Greater Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Amity University, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007968394","display_name":"Jacob J. Michaelson","orcid":"https://orcid.org/0000-0001-9713-0992"},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jacob Michaelson","raw_affiliation_strings":["Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences,Chennai,Tamilnadu,India","Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences,Chennai,Tamilnadu,India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049062702","display_name":"Dinesh Singh","orcid":"https://orcid.org/0000-0002-1118-5077"},"institutions":[{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dinesh Singh","raw_affiliation_strings":["Lloyd Institute of Management and Technology,Greater Noida,Uttar Pradesh,India","Lloyd Institute of Management and Technology, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lloyd Institute of Management and Technology,Greater Noida,Uttar Pradesh,India","institution_ids":["https://openalex.org/I166533956"]},{"raw_affiliation_string":"Lloyd Institute of Management and Technology, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I166533956"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4632,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90913242,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1619","last_page":"1623"},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9932000041007996,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9932000041007996,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9793000221252441,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9645000100135803,"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/computer-science","display_name":"Computer science","score":0.6723743677139282},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6181318759918213},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6179853081703186},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.60955411195755},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5382722020149231},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4953972101211548},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.46633267402648926},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.42450493574142456},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26737678050994873},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.22574353218078613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6723743677139282},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6181318759918213},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6179853081703186},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.60955411195755},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5382722020149231},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4953972101211548},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.46633267402648926},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.42450493574142456},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26737678050994873},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.22574353218078613},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i59117.2023.10398074","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i59117.2023.10398074","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.75}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1999798000","https://openalex.org/W2237111426","https://openalex.org/W2509141893","https://openalex.org/W2565684601","https://openalex.org/W2806887204","https://openalex.org/W2951934944","https://openalex.org/W3004855102","https://openalex.org/W3008997778","https://openalex.org/W3094315853","https://openalex.org/W4213083770","https://openalex.org/W4283833764","https://openalex.org/W4360585298","https://openalex.org/W4383066300","https://openalex.org/W4383109683","https://openalex.org/W6849408021","https://openalex.org/W6849965666"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W3108503355","https://openalex.org/W3090555870","https://openalex.org/W4226420367","https://openalex.org/W2962876041","https://openalex.org/W3022820045","https://openalex.org/W2801655600","https://openalex.org/W4323060069","https://openalex.org/W4380075502"],"abstract_inverted_index":{"The":[0,100],"most":[1,176],"common":[2],"way":[3],"of":[4,23,28,76,147],"finding":[5],"and":[6,13,21,57,120,156,168,172],"growing":[7],"new":[8],"meds":[9,158],"is":[10,36],"extensive,":[11],"tangled,":[12],"exceptionally":[14],"factor.":[15],"For":[16],"issues":[17],"with":[18,68,136,150,189],"clear":[19],"details":[20],"enough":[22],"excellent":[24],"information,":[25],"the":[26,45,107,111,130,145,154,161,175],"stockpile":[27],"apparatuses":[29],"given":[30],"by":[31,106,160],"machine":[32],"learning":[33,39,98,184],"(ML)":[34],"procedures":[35],"priceless.":[37],"Machine":[38],"can":[40],"be":[41],"involved":[42],"anytime":[43],"in":[44,153],"drug-discovery":[46],"process.":[47],"Clinical":[48],"preliminary":[49],"models":[50],"incorporate":[51],"objective":[52],"approval,":[53],"prognostic":[54],"biomarker":[55],"discovery,":[56],"computerized":[58],"pathology":[59],"information":[60],"investigation.":[61],"It":[62],"also":[63],"includes":[64],"viral":[65],"cells":[66],"treated":[67],"various":[69],"pharmacological":[70],"mixes":[71],"that":[72,140],"were":[73,82,174],"not":[74],"part":[75],"our":[77,91],"model":[78,92],"development":[79],"process":[80],"but":[81],"used":[83],"to":[84,116,132,195],"validate":[85],"it.":[86],"In":[87],"specifically,":[88],"we":[89,128],"built":[90],"using":[93],"a":[94],"creative":[95],"fountain":[96],"move":[97],"approach.":[99],"likelihood":[101],"(proportionally,":[102],"viability)":[103],"scores":[104,139],"generated":[105],"SoftMax":[108],"layer":[109],"during":[110],"assessment":[112],"cycle":[113],"allow":[114],"us":[115],"rank":[117],"potential":[118],"medications":[119],"analyze":[121],"their":[122],"observable":[123],"performance.":[124],"Utilizing":[125],"this":[126],"technique,":[127],"had":[129],"option":[131],"distinguish":[133],"many":[134],"drugs":[135],"high":[137],"viability":[138],"show":[141],"helpful":[142],"commitment":[143],"for":[144],"treatment":[146],"Coronavirus.":[148],"Predictable":[149],"those":[151,157],"distributed":[152],"writing":[155],"endorsed":[159],"FDA":[162],"or":[163],"going":[164],"through":[165],"clinical":[166],"examinations":[167],"preclinical":[169],"preliminaries,":[170],"GS-441S24":[171],"Remdesivir":[173],"encouraging":[177],"atoms.":[178],"This":[179],"examination":[180],"exhibits":[181],"how":[182],"deep":[183],"might":[185],"assist":[186],"find":[187],"atoms":[188],"guarantee,":[190],"which":[191],"could":[192],"accelerate":[193],"responses":[194],"future":[196],"pandemics.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
