{"id":"https://openalex.org/W7170377692","doi":"https://doi.org/10.1016/b978-0-443-43934-6.00029-8","title":"Leveraging artificial intelligence (AI) in herbal medicinal plant extracts: Pathway to drug development","display_name":"Leveraging artificial intelligence (AI) in herbal medicinal plant extracts: Pathway to drug development","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7170377692","doi":"https://doi.org/10.1016/b978-0-443-43934-6.00029-8"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-443-43934-6.00029-8","doi":"https://doi.org/10.1016/b978-0-443-43934-6.00029-8","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-443-43934-6.00029-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applications of Artificial Intelligence in Healthcare","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7170955406","display_name":"Applications of Artificial Intelligence in Healthcare"},"type":"book-chapter","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/A5028110117","display_name":"Chukwuemeka R. Nwokocha","orcid":"https://orcid.org/0000-0001-7092-9382","observed_orcids":["https://orcid.org/0000-0001-7092-9382"]},"institutions":[{"id":"https://openalex.org/I137799390","display_name":"University of the West Indies System","ror":"https://ror.org/01t20sn94","country_code":"JM","type":"education","lineage":["https://openalex.org/I137799390"]},{"id":"https://openalex.org/I4210129319","display_name":"University of the West Indies","ror":"https://ror.org/03fkc8c64","country_code":"JM","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210129319"]}],"countries":["JM"],"is_corresponding":false,"raw_author_name":"Chukwuemeka R. Nwokocha","raw_affiliation_strings":["Department of Basic Medical Sciences, Physiology Section, Faculty of Medical Sciences, The University of the West Indies, Kingston, Jamaica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Basic Medical Sciences, Physiology Section, Faculty of Medical Sciences, The University of the West Indies, Kingston, Jamaica","institution_ids":["https://openalex.org/I137799390","https://openalex.org/I4210129319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123719588","display_name":"Javier Palacios","orcid":"https://orcid.org/0000-0002-7997-9295","observed_orcids":["https://orcid.org/0000-0002-7997-9295"]},"institutions":[{"id":"https://openalex.org/I94256465","display_name":"Arturo Prat University","ror":"https://ror.org/01hrxxx24","country_code":"CL","type":"education","lineage":["https://openalex.org/I94256465"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Javier Palacios","raw_affiliation_strings":["Carrera de Qu\u00edmica y Farmacia, Facultad de Ciencias de la Salud, Universidad Arturo Prat, Iquique, Chile"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carrera de Qu\u00edmica y Farmacia, Facultad de Ciencias de la Salud, Universidad Arturo Prat, Iquique, Chile","institution_ids":["https://openalex.org/I94256465"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046828092","display_name":"Keaton A Logan","orcid":"https://orcid.org/0009-0002-6577-507X","observed_orcids":["https://orcid.org/0009-0002-6577-507X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keaton Logan","raw_affiliation_strings":["Caribbean Maritime University, Kingston, Jamaica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Caribbean Maritime University, Kingston, Jamaica","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112071890","display_name":"Magdalene Nwokocha","orcid":"https://orcid.org/0009-0002-6180-1031","observed_orcids":["https://orcid.org/0009-0002-6180-1031"]},"institutions":[{"id":"https://openalex.org/I137799390","display_name":"University of the West Indies System","ror":"https://ror.org/01t20sn94","country_code":"JM","type":"education","lineage":["https://openalex.org/I137799390"]},{"id":"https://openalex.org/I4210129319","display_name":"University of the West Indies","ror":"https://ror.org/03fkc8c64","country_code":"JM","type":"education","lineage":["https://openalex.org/I137799390","https://openalex.org/I4210129319"]}],"countries":["JM"],"is_corresponding":false,"raw_author_name":"Magdalene Nwokocha","raw_affiliation_strings":["Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston, Jamaica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Faculty of Medical Sciences, The University of the West Indies, Kingston, Jamaica","institution_ids":["https://openalex.org/I137799390","https://openalex.org/I4210129319"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079858682","display_name":"Ya Fatou Njie Mbye","orcid":"https://orcid.org/0000-0002-1036-7266","observed_orcids":["https://orcid.org/0000-0002-1036-7266"]},"institutions":[{"id":"https://openalex.org/I48205209","display_name":"Texas Southern University","ror":"https://ror.org/05ch0aw77","country_code":"US","type":"education","lineage":["https://openalex.org/I48205209"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ya Fatou Njie Mbye","raw_affiliation_strings":["Department of Pharmaceutical Sciences, College of Pharmacy & Health Sciences, Texas Southern University, Houston, TX, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Sciences, College of Pharmacy & Health Sciences, Texas Southern University, Houston, TX, United States","institution_ids":["https://openalex.org/I48205209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040551003","display_name":"Nelson N. Orie","orcid":"https://orcid.org/0000-0002-4277-3779","observed_orcids":["https://orcid.org/0000-0002-4277-3779"]},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nelson Orie","raw_affiliation_strings":["Department of Inflammation and Rare Disease, Division of Medicine, University College London, London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Inflammation and Rare Disease, Division of Medicine, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079047432","display_name":"Sunny Edet Ohia","orcid":"https://orcid.org/0000-0002-2425-6778","observed_orcids":["https://orcid.org/0000-0002-2425-6778"]},"institutions":[{"id":"https://openalex.org/I48205209","display_name":"Texas Southern University","ror":"https://ror.org/05ch0aw77","country_code":"US","type":"education","lineage":["https://openalex.org/I48205209"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunny Edet Ohia","raw_affiliation_strings":["Department of Pharmaceutical Sciences, College of Pharmacy & Health Sciences, Texas Southern University, Houston, TX, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutical Sciences, College of Pharmacy & Health Sciences, Texas Southern University, Houston, TX, United States","institution_ids":["https://openalex.org/I48205209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140383721","display_name":"Momoh A. Yakubu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I48205209","display_name":"Texas Southern University","ror":"https://ror.org/05ch0aw77","country_code":"US","type":"education","lineage":["https://openalex.org/I48205209"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Momoh A. Yakubu","raw_affiliation_strings":["Department of Chemical Engineering & Environmental Toxicology, College of Science, Engineering & Technology, Texas Southern University, Houston, TX, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering & Environmental Toxicology, College of Science, Engineering & Technology, Texas Southern University, Houston, TX, United States","institution_ids":["https://openalex.org/I48205209"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.64564878,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"501","last_page":"510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9800000190734863,"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":0.9800000190734863,"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/T14521","display_name":"Medicinal Plant Research","score":0.007499999832361937,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11709","display_name":"Traditional Chinese Medicine Analysis","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/artificial-intelligence-in-drug-discovery","display_name":"artificial intelligence in drug discovery","score":0.9010000228881836},{"id":"https://openalex.org/keywords/medicinal-plants","display_name":"medicinal plants","score":0.9330000281333923},{"id":"https://openalex.org/keywords/dioscorea-alata","display_name":"Dioscorea alata","score":0.8899999856948853},{"id":"https://openalex.org/keywords/melicoccus-bijugatus","display_name":"Melicoccus bijugatus","score":0.9950000047683716},{"id":"https://openalex.org/keywords/antihypertensive-effect","display_name":"antihypertensive effect","score":0.7850000262260437},{"id":"https://openalex.org/keywords/angiotensin-converting-enzyme-inhibition","display_name":"angiotensin-converting enzyme inhibition","score":0.906000018119812},{"id":"https://openalex.org/keywords/pharmacokinetic-prediction","display_name":"pharmacokinetic prediction","score":0.7080000042915344},{"id":"https://openalex.org/keywords/structure-activity-relationship","display_name":"structure-activity relationship","score":0.640999972820282},{"id":"https://openalex.org/keywords/natural-product-drug-development","display_name":"natural product drug development","score":0.5600000023841858},{"id":"https://openalex.org/keywords/ethnomedicinal-plants","display_name":"ethnomedicinal plants","score":0.7639999985694885},{"id":"https://openalex.org/keywords/herbal-medicine","display_name":"herbal medicine","score":0.7319999933242798},{"id":"https://openalex.org/keywords/molecular-docking","display_name":"molecular docking","score":0.5139999985694885},{"id":"https://openalex.org/keywords/chromatographic-profiling","display_name":"chromatographic profiling","score":0.753000020980835}],"concepts":[{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.5837000012397766},{"id":"https://openalex.org/C64903051","wikidata":"https://www.wikidata.org/wiki/Q2198549","display_name":"Drug development","level":3,"score":0.5827999711036682},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5108000040054321},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4722999930381775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4708000123500824},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.4447000026702881},{"id":"https://openalex.org/C2779396153","wikidata":"https://www.wikidata.org/wiki/Q901227","display_name":"Natural product","level":2,"score":0.4442000091075897},{"id":"https://openalex.org/C19351080","wikidata":"https://www.wikidata.org/wiki/Q1395034","display_name":"New product development","level":2,"score":0.41269999742507935},{"id":"https://openalex.org/C183696295","wikidata":"https://www.wikidata.org/wiki/Q2487696","display_name":"Biochemical engineering","level":1,"score":0.3962000012397766},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.373199999332428},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.3352000117301941},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3278999924659729},{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.3199999928474426},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3068999946117401},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.30630001425743103},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30559998750686646},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.28700000047683716},{"id":"https://openalex.org/C150903083","wikidata":"https://www.wikidata.org/wiki/Q7108","display_name":"Biotechnology","level":1,"score":0.2856999933719635},{"id":"https://openalex.org/C2781047461","wikidata":"https://www.wikidata.org/wiki/Q679692","display_name":"Biopharmaceutical","level":2,"score":0.2833999991416931},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27129998803138733},{"id":"https://openalex.org/C103697762","wikidata":"https://www.wikidata.org/wiki/Q4112105","display_name":"Virtual screening","level":3,"score":0.2696000039577484},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.26339998841285706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-0-443-43934-6.00029-8","doi":"https://doi.org/10.1016/b978-0-443-43934-6.00029-8","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-443-43934-6.00029-8","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applications of Artificial Intelligence in Healthcare","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5683000087738037}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1989806335","https://openalex.org/W2006210150","https://openalex.org/W2009867031","https://openalex.org/W2038685114","https://openalex.org/W2059191055","https://openalex.org/W2143902924","https://openalex.org/W2147479689","https://openalex.org/W2169731574","https://openalex.org/W2419562053","https://openalex.org/W2611138580","https://openalex.org/W2775061087","https://openalex.org/W2801088198","https://openalex.org/W2801991413","https://openalex.org/W2910339332","https://openalex.org/W3007309629","https://openalex.org/W3018980093","https://openalex.org/W3030948478","https://openalex.org/W3096097684","https://openalex.org/W3135511876","https://openalex.org/W3154258817","https://openalex.org/W3156782050","https://openalex.org/W3158979632","https://openalex.org/W3164726368","https://openalex.org/W3167619859","https://openalex.org/W3177573176","https://openalex.org/W3209680996","https://openalex.org/W4200621142","https://openalex.org/W4210513593","https://openalex.org/W4211248553","https://openalex.org/W4214530112","https://openalex.org/W4286254411","https://openalex.org/W4309490745","https://openalex.org/W4309976130","https://openalex.org/W4378212018","https://openalex.org/W4386945942","https://openalex.org/W4391610180","https://openalex.org/W4392015344","https://openalex.org/W4392122345","https://openalex.org/W4392563634","https://openalex.org/W4394918443","https://openalex.org/W4395010444","https://openalex.org/W4397042806","https://openalex.org/W4399096327","https://openalex.org/W4404839853","https://openalex.org/W4405222290","https://openalex.org/W4407251737","https://openalex.org/W4407260042","https://openalex.org/W4407897317","https://openalex.org/W4408446658","https://openalex.org/W4409552559","https://openalex.org/W4412520032","https://openalex.org/W4412708786","https://openalex.org/W4412845116","https://openalex.org/W4412932604","https://openalex.org/W4413246784","https://openalex.org/W4414516500","https://openalex.org/W4415403806"],"related_works":["https://openalex.org/W7127331954","https://openalex.org/W7214457992","https://openalex.org/W7127881139","https://openalex.org/W7203750742","https://openalex.org/W4402115007","https://openalex.org/W7117360106","https://openalex.org/W7139067959","https://openalex.org/W7170369843","https://openalex.org/W7212161801","https://openalex.org/W7162786998"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2026-07-25T00:00:00"}
