{"id":"https://openalex.org/W4319781508","doi":"https://doi.org/10.1002/9781119865728.ch1","title":"Introduction to Bioinformatics, AI, and ML for Pharmaceuticals","display_name":"Introduction to Bioinformatics, AI, and ML for Pharmaceuticals","publication_year":2023,"publication_date":"2023-02-07","ids":{"openalex":"https://openalex.org/W4319781508","doi":"https://doi.org/10.1002/9781119865728.ch1"},"language":"en","primary_location":{"id":"doi:10.1002/9781119865728.ch1","doi":"https://doi.org/10.1002/9781119865728.ch1","is_oa":false,"landing_page_url":"https://doi.org/10.1002/9781119865728.ch1","pdf_url":null,"source":{"id":"https://openalex.org/S4306464293","display_name":"Wiley eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics Tools for Pharmaceutical Drug Product Development","raw_type":"other"},"volume":{"id":"https://openalex.org/W4319783110","display_name":"Bioinformatics Tools for Pharmaceutical Drug Product Development"},"type":"book-chapter","is_traditional":true,"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/A5058201241","display_name":"Vivek P. Chavda","orcid":"https://orcid.org/0000-0002-7701-8597","observed_orcids":["https://orcid.org/0000-0002-7701-8597"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vivek P. Chavda","raw_affiliation_strings":["Department of Pharmaceutics and Pharmaceutical Technology, L. M. College of Pharmacy, Ahmedabad, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pharmaceutics and Pharmaceutical Technology, L. M. College of Pharmacy, Ahmedabad, Gujarat, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082624698","display_name":"Disha R. Vihol","orcid":"https://orcid.org/0000-0002-8553-2967","observed_orcids":["https://orcid.org/0000-0002-8553-2967"]},"institutions":[{"id":"https://openalex.org/I29563240","display_name":"Gujarat Technological University","ror":"https://ror.org/059x8vm09","country_code":"IN","type":"education","lineage":["https://openalex.org/I29563240"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Disha Vihol","raw_affiliation_strings":["Department of Phytopharmacy and Phytomedicine, School of Pharmacy, Gujarat Technological University, Ahmedabad, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Phytopharmacy and Phytomedicine, School of Pharmacy, Gujarat Technological University, Ahmedabad, Gujarat, India","institution_ids":["https://openalex.org/I29563240"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090262683","display_name":"Aayushi Patel","orcid":"https://orcid.org/0000-0002-1086-4369","observed_orcids":["https://orcid.org/0000-0002-1086-4369"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aayushi Patel","raw_affiliation_strings":["Pharmacy Section, L. M. College of Pharmacy, Ahmedabad, Gujarat, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pharmacy Section, L. M. College of Pharmacy, Ahmedabad, Gujarat, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027796660","display_name":"Elrashdy M Moustafa Mohamed Redwan","orcid":"https://orcid.org/0000-0001-8246-0075","observed_orcids":["https://orcid.org/0000-0001-8246-0075"]},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I4210101365","display_name":"City of Scientific Research and Technological Applications","ror":"https://ror.org/00pft3n23","country_code":"EG","type":"facility","lineage":["https://openalex.org/I4210101365"]}],"countries":["EG","SA"],"is_corresponding":false,"raw_author_name":"Elrashdy M. Redwan","raw_affiliation_strings":["Department of Biological Sciences, Faculty of Sciences, King Abdulaziz University, Jeddah, Saudi Arabia","Therapeutic and Protective Proteins Laboratory, Protein Research Department, Genetic Engineering and Biotechnology Research Institute, City of Scientific Research and Technological Applications, New Borg EL-Arab, Alexandria, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biological Sciences, Faculty of Sciences, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]},{"raw_affiliation_string":"Therapeutic and Protective Proteins Laboratory, Protein Research Department, Genetic Engineering and Biotechnology Research Institute, City of Scientific Research and Technological Applications, New Borg EL-Arab, Alexandria, Egypt","institution_ids":["https://openalex.org/I4210101365"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083199032","display_name":"Vladimir Nikolaevich Uversky","orcid":"https://orcid.org/0000-0002-4037-5857","observed_orcids":["https://orcid.org/0000-0002-4037-5857"]},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]},{"id":"https://openalex.org/I4210140006","display_name":"USF Health Byrd Alzheimer's Institute","ror":"https://ror.org/048768v87","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210140006"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir N. Uversky","raw_affiliation_strings":["Department of Molecular Medicine and Byrd Alzheimer's Research Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Molecular Medicine and Byrd Alzheimer's Research Institute, Morsani College of Medicine, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432","https://openalex.org/I4210140006"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0091,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9494382,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.5570999979972839,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.5570999979972839,"subfield":{"id":"https://openalex.org/subfields/3002","display_name":"Drug Discovery"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.25440001487731934,"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"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.07999999821186066,"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/bioinformatics","display_name":"bioinformatics","score":0.8970000147819519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.8209999799728394},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9890000224113464},{"id":"https://openalex.org/keywords/pharmaceuticals","display_name":"pharmaceuticals","score":0.9350000023841858},{"id":"https://openalex.org/keywords/protein-sequence-analysis","display_name":"protein sequence analysis","score":0.878000020980835},{"id":"https://openalex.org/keywords/dna-sequencing","display_name":"DNA sequencing","score":0.8550000190734863},{"id":"https://openalex.org/keywords/predictive-modeling","display_name":"predictive modeling","score":0.6299999952316284},{"id":"https://openalex.org/keywords/synthetic-biology","display_name":"synthetic biology","score":0.972000002861023},{"id":"https://openalex.org/keywords/systems-biology","display_name":"systems biology","score":0.996999979019165},{"id":"https://openalex.org/keywords/whole-cell-modeling","display_name":"whole-cell modeling","score":0.9990000128746033}],"concepts":[{"id":"https://openalex.org/C69131567","wikidata":"https://www.wikidata.org/wiki/Q2068215","display_name":"Structural bioinformatics","level":3,"score":0.5344186425209045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5313618183135986},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5085502862930298},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5078304409980774},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5069525241851807},{"id":"https://openalex.org/C51679486","wikidata":"https://www.wikidata.org/wiki/Q380546","display_name":"DNA sequencing","level":3,"score":0.5044938325881958},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.4794784486293793},{"id":"https://openalex.org/C152662350","wikidata":"https://www.wikidata.org/wiki/Q815297","display_name":"Systems biology","level":2,"score":0.4414401948451996},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.38858655095100403},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.24477338790893555},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.13508212566375732},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.08774405717849731},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07552644610404968},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/9781119865728.ch1","doi":"https://doi.org/10.1002/9781119865728.ch1","is_oa":false,"landing_page_url":"https://doi.org/10.1002/9781119865728.ch1","pdf_url":null,"source":{"id":"https://openalex.org/S4306464293","display_name":"Wiley eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics Tools for Pharmaceutical Drug Product Development","raw_type":"other"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W1482703252","https://openalex.org/W2020135355","https://openalex.org/W2025004204","https://openalex.org/W2027283431","https://openalex.org/W2027867013","https://openalex.org/W2055043387","https://openalex.org/W2072462334","https://openalex.org/W2076652359","https://openalex.org/W2110179322","https://openalex.org/W2117131162","https://openalex.org/W2155478691","https://openalex.org/W2164631357","https://openalex.org/W2175130792","https://openalex.org/W2214291252","https://openalex.org/W2256119113","https://openalex.org/W2294223831","https://openalex.org/W2306570595","https://openalex.org/W2396236058","https://openalex.org/W2396663079","https://openalex.org/W2487809723","https://openalex.org/W2519928122","https://openalex.org/W2576404523","https://openalex.org/W2590881186","https://openalex.org/W2604527271","https://openalex.org/W2613447735","https://openalex.org/W2651948199","https://openalex.org/W2741016737","https://openalex.org/W2761714660","https://openalex.org/W2770758454","https://openalex.org/W2784270883","https://openalex.org/W2790808809","https://openalex.org/W2809499620","https://openalex.org/W2901411193","https://openalex.org/W2905824309","https://openalex.org/W2930607959","https://openalex.org/W2937307539","https://openalex.org/W2946684427","https://openalex.org/W2950676429","https://openalex.org/W2973931523","https://openalex.org/W2992586577","https://openalex.org/W3016487203","https://openalex.org/W3092024794","https://openalex.org/W3105475584","https://openalex.org/W3130223866","https://openalex.org/W3155418065","https://openalex.org/W3167006320","https://openalex.org/W3177828909","https://openalex.org/W3192447662","https://openalex.org/W3206508404","https://openalex.org/W4206620032","https://openalex.org/W4285656723"],"related_works":["https://openalex.org/W2885079199","https://openalex.org/W3190156426","https://openalex.org/W4381516648","https://openalex.org/W2514657071","https://openalex.org/W4401331302","https://openalex.org/W4387225267","https://openalex.org/W7215058455","https://openalex.org/W4248453775","https://openalex.org/W4402487983","https://openalex.org/W4402709295"],"abstract_inverted_index":{"Bioinformatics":[0],"is":[1],"a":[2],"growing":[3],"field":[4],"that":[5],"has":[6],"emerged":[7],"in":[8,20,31,84],"recent":[9],"years.":[10],"The":[11],"use":[12],"of":[13,42,52,87],"computational":[14],"applications":[15],"for":[16,27,61],"protein":[17],"sequence":[18],"analysis":[19],"the":[21,25,50,85],"early":[22],"1960s":[23],"created":[24],"groundwork":[26],"bioinformatics.":[28],"Alongside,":[29],"developments":[30],"molecular":[32],"biology":[33],"techs":[34],"evolved":[35],"DNA":[36],"analysis,":[37],"leading":[38],"to":[39,75,82],"simpler":[40],"manipulation":[41],"DNA,":[43],"its":[44],"sequencing,":[45],"and":[46,54,90,99],"computer":[47,88],"science,":[48],"suggesting":[49],"development":[51],"compatible":[53],"more":[55],"powerful":[56,76],"computers":[57],"with":[58,71,79],"innovative":[59],"software":[60],"performing":[62],"bioinformatics":[63,72],"tasks.":[64],"Biological":[65],"Big":[66],"Data":[67],"collection":[68],"when":[69],"analyzed":[70],"tools":[73],"leads":[74],"predictive":[77],"results":[78],"repeatability.":[80],"Due":[81],"advancements":[83],"merging":[86],"science":[89],"biology,":[91,96,98],"even":[92],"subdisciplines":[93],"like":[94],"synthetic":[95],"systems":[97],"whole-cell":[100],"modeling":[101],"are":[102],"emerging":[103],"rapidly.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-02-11T00:00:00"}
