{"id":"https://openalex.org/W4392127825","doi":"https://doi.org/10.1007/s00521-024-09518-z","title":"COVID-19 drug repurposing model based on pigeon-inspired optimizer and rough sets theory","display_name":"COVID-19 drug repurposing model based on pigeon-inspired optimizer and rough sets theory","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392127825","doi":"https://doi.org/10.1007/s00521-024-09518-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09518-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-09518-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-09518-z.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-09518-z.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086453659","display_name":"Ibrahim Gad","orcid":"https://orcid.org/0000-0003-3388-9144"},"institutions":[{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Ibrahim Gad","raw_affiliation_strings":["Department of Computer Science, Faculty of Science, Tanta University, Tanta, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-3388-9144","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science, Tanta University, Tanta, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067169727","display_name":"Mohamed Torky","orcid":"https://orcid.org/0000-0002-0712-8379"},"institutions":[{"id":"https://openalex.org/I67337280","display_name":"Egyptian Russian University","ror":"https://ror.org/029me2q51","country_code":"EG","type":"education","lineage":["https://openalex.org/I67337280"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Torky","raw_affiliation_strings":["Faculty of Artificial Intelligence, Egyptian Russian University, Cairo, Badr City, 11829, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Artificial Intelligence, Egyptian Russian University, Cairo, Badr City, 11829, Egypt","institution_ids":["https://openalex.org/I67337280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020831807","display_name":"Yaseen A. M. M. Elshaier","orcid":"https://orcid.org/0000-0003-4332-6345"},"institutions":[{"id":"https://openalex.org/I338016083","display_name":"University of Sadat City","ror":"https://ror.org/05p2q6194","country_code":"EG","type":"education","lineage":["https://openalex.org/I338016083"]},{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yaseen A. M. M. Elshaier","raw_affiliation_strings":["Organic and Medicinal Chemistry Department, Faculty of Pharmacy, University of Sadat City, Sadat City, 32897, Egypt","Scientific Research School of Egypt (SRSEG), Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Organic and Medicinal Chemistry Department, Faculty of Pharmacy, University of Sadat City, Sadat City, 32897, Egypt","institution_ids":["https://openalex.org/I338016083"]},{"raw_affiliation_string":"Scientific Research School of Egypt (SRSEG), Cairo, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108035307","display_name":"Ashraf Darwish","orcid":"https://orcid.org/0000-0002-0166-6280"},"institutions":[{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]},{"id":"https://openalex.org/I84058292","display_name":"Helwan University","ror":"https://ror.org/00h55v928","country_code":"EG","type":"education","lineage":["https://openalex.org/I84058292"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ashraf Darwish","raw_affiliation_strings":["Faculty of Science, Helwan University, Helwan, Cairo, Egypt","Scientific Research School of Egypt (SRSEG), Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science, Helwan University, Helwan, Cairo, Egypt","institution_ids":["https://openalex.org/I84058292"]},{"raw_affiliation_string":"Scientific Research School of Egypt (SRSEG), Cairo, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085432173","display_name":"Aboul Ella Hassanien","orcid":"https://orcid.org/0000-0002-9989-6681"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]},{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]},{"id":"https://openalex.org/I4210134598","display_name":"Scientific Research Group in Egypt","ror":"https://ror.org/03rahtg67","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210134598"]}],"countries":["EG","KW"],"is_corresponding":false,"raw_author_name":"Aboul Ella Hassanien","raw_affiliation_strings":["College of Business Administration, Kuwait University, Kuwait, Kuwait","Faculty of Computers and Artificial Intelligence, Cairo University, Cairo, Egypt","Scientific Research School of Egypt (SRSEG), Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business Administration, Kuwait University, Kuwait, Kuwait","institution_ids":["https://openalex.org/I36721946"]},{"raw_affiliation_string":"Faculty of Computers and Artificial Intelligence, Cairo University, Cairo, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"Scientific Research School of Egypt (SRSEG), Cairo, Egypt","institution_ids":["https://openalex.org/I4210134598"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5086453659"],"corresponding_institution_ids":["https://openalex.org/I21376657"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":0.2564,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50805669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"36","issue":"15","first_page":"8397","last_page":"8415"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9919999837875366,"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":0.9919999837875366,"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/T10041","display_name":"COVID-19 Clinical Research Studies","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9136999845504761,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/reduct","display_name":"Reduct","score":0.8650555610656738},{"id":"https://openalex.org/keywords/drug-repositioning","display_name":"Drug repositioning","score":0.7470555305480957},{"id":"https://openalex.org/keywords/rough-set","display_name":"Rough set","score":0.6699804067611694},{"id":"https://openalex.org/keywords/repurposing","display_name":"Repurposing","score":0.5741462111473083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5576860308647156},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.5164680480957031},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47517767548561096},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.46365413069725037},{"id":"https://openalex.org/keywords/antiviral-drug","display_name":"Antiviral drug","score":0.4517849385738373},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4102194905281067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3389894366264343},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3257324695587158},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.15757185220718384},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15711766481399536},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15033882856369019}],"concepts":[{"id":"https://openalex.org/C69177213","wikidata":"https://www.wikidata.org/wiki/Q12880812","display_name":"Reduct","level":3,"score":0.8650555610656738},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.7470555305480957},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.6699804067611694},{"id":"https://openalex.org/C519536355","wikidata":"https://www.wikidata.org/wiki/Q21021151","display_name":"Repurposing","level":2,"score":0.5741462111473083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5576860308647156},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.5164680480957031},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47517767548561096},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.46365413069725037},{"id":"https://openalex.org/C2779756493","wikidata":"https://www.wikidata.org/wiki/Q846227","display_name":"Antiviral drug","level":3,"score":0.4517849385738373},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4102194905281067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3389894366264343},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3257324695587158},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.15757185220718384},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15711766481399536},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15033882856369019},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-09518-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-09518-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-09518-z.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00521-024-09518-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00521-024-09518-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00521-024-09518-z.pdf","source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.550000011920929,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324798","display_name":"Tanta University","ror":"https://ror.org/016jp5b92"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392127825.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1963626514","https://openalex.org/W1991312245","https://openalex.org/W2076454423","https://openalex.org/W2092699928","https://openalex.org/W2168491555","https://openalex.org/W2745372994","https://openalex.org/W2896002881","https://openalex.org/W2900278036","https://openalex.org/W2962471481","https://openalex.org/W3001675796","https://openalex.org/W3010933801","https://openalex.org/W3094492244","https://openalex.org/W3112951420","https://openalex.org/W3113725046","https://openalex.org/W3145471414","https://openalex.org/W3200628798","https://openalex.org/W3206993844","https://openalex.org/W3217372366","https://openalex.org/W4200358986","https://openalex.org/W4200570970","https://openalex.org/W4206594815","https://openalex.org/W4224322440","https://openalex.org/W4232953319","https://openalex.org/W4242493767","https://openalex.org/W4251485414","https://openalex.org/W4282976153","https://openalex.org/W4285507661","https://openalex.org/W4303199328","https://openalex.org/W4317934662","https://openalex.org/W4366527864","https://openalex.org/W4385579594","https://openalex.org/W4386258570","https://openalex.org/W4386440483","https://openalex.org/W4388712777"],"related_works":["https://openalex.org/W2369301332","https://openalex.org/W2101726329","https://openalex.org/W2376860763","https://openalex.org/W1975980892","https://openalex.org/W2010504013","https://openalex.org/W2163171169","https://openalex.org/W1880013533","https://openalex.org/W2393055956","https://openalex.org/W831516024","https://openalex.org/W2077183117"],"abstract_inverted_index":{"Abstract":[0],"Discovering":[1],"the":[2,8,31,49,54,62,70,109,122,127,133,138,147,170,186,201,208,220,227,231,236],"most":[3,32,187],"effective":[4,118,197],"anti-SARS-CoV-2":[5],"drugs":[6],"is":[7,86,185],"optimal":[9,50,110],"solution":[10,254],"to":[11,14,47,60,67,105,115,194,265],"get":[12],"back":[13],"a":[15,92,101,157,211,252],"normal":[16],"life":[17],"without":[18],"COVID-19.":[19],"Drug":[20],"repurposing,":[21],"also":[22],"known":[23],"as":[24],"drug":[25,51,58,72,113,150,159,203,215],"repositioning,":[26],"has":[27,153],"become":[28],"one":[29],"of":[30,57,112,129,146,162,175,182,210,214,230,242,246],"important":[33],"solutions":[34],"for":[35],"developing":[36,260],"new":[37,93,270],"COVID-19":[38,63,71,119,134,149,198,267],"drugs.":[39],"However,":[40],"this":[41,68],"alternative":[42],"requires":[43],"long-term":[44],"laboratory":[45,158],"experiments":[46],"reach":[48],"that":[52,99,169,190,255],"involves":[53],"best":[55],"combination":[56],"features":[59,114],"resist":[61],"virus.":[64],"In":[65],"response":[66],"challenge,":[69],"repurposing":[73,151,262],"(C19-DR)":[74],"model":[75,90,124,152,205,233],"based":[76,136,217],"on":[77,137,218],"pigeon-inspired":[78,102],"optimizer":[79,103],"(PIO)":[80],"and":[81,107,180,244,261,268],"rough":[82,94,172],"sets":[83],"theory":[84],"(RST)":[85],"proposed.":[87],"The":[88,144,165,223],"proposed":[89,123,148,202,232],"presents":[91],"set-based":[95],"feature":[96],"selection":[97],"technique":[98],"uses":[100],"algorithm":[104],"find":[106],"validate":[108],"reduct":[111,174,189],"design":[116,195,204],"an":[117,196,240],"drug.":[120,199],"Moreover,":[121,200],"can":[125,191,256],"investigate":[126],"efficiency":[128,209],"multiple":[130],"medications":[131,264],"against":[132],"virus":[135],"half-maximal":[139],"inhibitory":[140],"concentration":[141],"(IC50)":[142],"threshold.":[143],"effectiveness":[145,229],"been":[154],"validated":[155],"using":[156],"dataset":[160,213],"consisting":[161],"60":[163],"medications.":[164],"practical":[166],"results":[167,225],"show":[168],"optimized":[171],"set":[173],"{hydrogen":[176],"bonding":[177],"acceptor":[178],"(HBA)":[179],"number":[181],"chiral":[183],"centers}":[184],"significant":[188],"be":[192,251],"used":[193],"could":[206],"verify":[207],"selected":[212],"models":[216],"evaluating":[219,235],"IC50":[221,238],"metric.":[222],"verification":[224],"proved":[226],"high":[228],"in":[234,259],"predicted":[237],"with":[239],"accuracy":[241],"91.4%":[243],"MSE":[245],"0.034.":[247],"These":[248],"findings":[249],"might":[250],"promising":[253],"assist":[257],"researchers":[258],"novel":[263],"treat":[266],"its":[269],"viral":[271],"mutants.":[272]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
