{"id":"https://openalex.org/W7215705378","doi":"https://doi.org/10.62019/nk9mpt79","title":"Artificial Intelligence and Its Transformative Role in Microbiology","display_name":"Artificial Intelligence and Its Transformative Role in Microbiology","publication_year":2025,"publication_date":"2025-02-12","ids":{"openalex":"https://openalex.org/W7215705378","doi":"https://doi.org/10.62019/nk9mpt79"},"language":"en","primary_location":{"id":"pmh:oai:ojs2.nmsreview.org:article/42","doi":"https://doi.org/10.62019/nk9mpt79","is_oa":true,"landing_page_url":"https://nmsreview.org/index.php/rjnmsr/article/view/42","pdf_url":"https://nmsreview.org/index.php/rjnmsr/article/download/42/52","source":{"id":"https://openalex.org/S4404677421","display_name":"Review journal of neurological & medical sciences review.","issn_l":"3007-3065","issn":["3007-3065","3007-3073"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3007-3065","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://nmsreview.org/index.php/rjnmsr/article/download/42/52","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126350582","display_name":"Abdul Sami","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405256047","display_name":"Government College University Hyderabad","ror":"https://ror.org/03q11ek36","country_code":"PK","type":"education","lineage":["https://openalex.org/I4405256047"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Dr. Abdul Sami1","raw_affiliation_strings":["Department of Microbiology, Government College University Hyderabad, Sindh, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Microbiology, Government College University Hyderabad, Sindh, Pakistan","institution_ids":["https://openalex.org/I4405256047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5155003691","display_name":"Dr. Shakeel Ahmed2","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405256047","display_name":"Government College University Hyderabad","ror":"https://ror.org/03q11ek36","country_code":"PK","type":"education","lineage":["https://openalex.org/I4405256047"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Dr. Shakeel Ahmed2","raw_affiliation_strings":["Department of Zoology, Government College University Hyderabad, Sindh, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Zoology, Government College University Hyderabad, Sindh, Pakistan","institution_ids":["https://openalex.org/I4405256047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108749766","display_name":"Asim Patrick","orcid":"https://orcid.org/0009-0008-8959-1594","observed_orcids":["https://orcid.org/0009-0008-8959-1594"]},"institutions":[{"id":"https://openalex.org/I4405256047","display_name":"Government College University Hyderabad","ror":"https://ror.org/03q11ek36","country_code":"PK","type":"education","lineage":["https://openalex.org/I4405256047"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Asim Patrick3*","raw_affiliation_strings":["Department of Microbiology, Government College University Hyderabad, Sindh, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Microbiology, Government College University Hyderabad, Sindh, Pakistan","institution_ids":["https://openalex.org/I4405256047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5155206173","display_name":"Dr. Asghar Ali4","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405256047","display_name":"Government College University Hyderabad","ror":"https://ror.org/03q11ek36","country_code":"PK","type":"education","lineage":["https://openalex.org/I4405256047"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Dr. Asghar Ali4","raw_affiliation_strings":["Department of Biochemistry, Government College University Hyderabad, Sindh, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biochemistry, Government College University Hyderabad, Sindh, Pakistan","institution_ids":["https://openalex.org/I4405256047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5155863532","display_name":"Muhammad Aqil5","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405256047","display_name":"Government College University Hyderabad","ror":"https://ror.org/03q11ek36","country_code":"PK","type":"education","lineage":["https://openalex.org/I4405256047"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Aqil5","raw_affiliation_strings":["Department of Botany, Government College University Hyderabad, Sindh, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Botany, Government College University Hyderabad, Sindh, Pakistan","institution_ids":["https://openalex.org/I4405256047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5108749766"],"corresponding_institution_ids":["https://openalex.org/I4405256047"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.7940000295639038},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7919999957084656},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.9750000238418579},{"id":"https://openalex.org/keywords/clinical-microbiology","display_name":"clinical microbiology","score":0.949999988079071},{"id":"https://openalex.org/keywords/antimicrobial-resistance","display_name":"antimicrobial resistance","score":0.8610000014305115},{"id":"https://openalex.org/keywords/infection-control","display_name":"infection control","score":0.8009999990463257},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"drug discovery","score":0.6869999766349792},{"id":"https://openalex.org/keywords/microbiological-diagnosis","display_name":"microbiological diagnosis","score":0.6520000100135803},{"id":"https://openalex.org/keywords/patient-monitoring","display_name":"patient monitoring","score":0.9750000238418579},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.9440000057220459},{"id":"https://openalex.org/keywords/ai-ethics","display_name":"AI ethics","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.8223999738693237},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6791999936103821},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.4717999994754791},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.38580000400543213},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35350000858306885},{"id":"https://openalex.org/C94665300","wikidata":"https://www.wikidata.org/wiki/Q63391344","display_name":"Antibiotic resistance","level":3,"score":0.34470000863075256},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.3328999876976013},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.32510000467300415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.32359999418258667},{"id":"https://openalex.org/C540938839","wikidata":"https://www.wikidata.org/wiki/Q1201508","display_name":"Antimicrobial peptides","level":3,"score":0.3156000077724457},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3059999942779541},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2888000011444092},{"id":"https://openalex.org/C163763905","wikidata":"https://www.wikidata.org/wiki/Q17075943","display_name":"Precision medicine","level":2,"score":0.2840999960899353},{"id":"https://openalex.org/C57473165","wikidata":"https://www.wikidata.org/wiki/Q7315604","display_name":"Resistance (ecology)","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.26249998807907104}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ojs2.nmsreview.org:article/42","doi":"https://doi.org/10.62019/nk9mpt79","is_oa":true,"landing_page_url":"https://nmsreview.org/index.php/rjnmsr/article/view/42","pdf_url":"https://nmsreview.org/index.php/rjnmsr/article/download/42/52","source":{"id":"https://openalex.org/S4404677421","display_name":"Review journal of neurological & medical sciences review.","issn_l":"3007-3065","issn":["3007-3065","3007-3073"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3007-3065","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs2.nmsreview.org:article/42","doi":"https://doi.org/10.62019/nk9mpt79","is_oa":true,"landing_page_url":"https://nmsreview.org/index.php/rjnmsr/article/view/42","pdf_url":"https://nmsreview.org/index.php/rjnmsr/article/download/42/52","source":{"id":"https://openalex.org/S4404677421","display_name":"Review journal of neurological & medical sciences review.","issn_l":"3007-3065","issn":["3007-3065","3007-3073"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3007-3065","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.8371999859809875,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7215705378.pdf","grobid_xml":"https://content.openalex.org/works/W7215705378.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4399971840","https://openalex.org/W4402864133","https://openalex.org/W4396869758","https://openalex.org/W4408273885","https://openalex.org/W7210284466","https://openalex.org/W7094998287","https://openalex.org/W7152105007","https://openalex.org/W7221304661","https://openalex.org/W4414553598","https://openalex.org/W4413105309"],"abstract_inverted_index":{"Artificial":[0,84],"Intelligence":[1],"(AI)":[2],"has":[3],"revolutionised":[4],"healthcare,":[5],"with":[6],"machine":[7],"learning":[8,12],"(ML)":[9],"and":[10,28,39,46,57,64],"deep":[11],"(DL)":[13],"playing":[14],"pivotal":[15],"roles":[16],"in":[17,26,77],"microbiology.":[18],"This":[19],"article":[20],"explores":[21],"the":[22,70],"applications":[23],"of":[24,72],"AI":[25,73],"microbiology":[27],"highlights":[29],"its":[30],"contributions":[31],"to":[32,74],"patient":[33],"monitoring,":[34],"drug":[35],"discovery,":[36],"infection":[37],"control,":[38],"diagnostics.":[40],"AI-driven":[41],"systems":[42],"enhance":[43],"diagnostic":[44],"accuracy":[45],"efficiency":[47],"while":[48],"addressing":[49],"challenges,":[50],"such":[51],"as":[52],"data":[53],"privacy,":[54],"ethical":[55],"concerns,":[56],"implementation":[58],"costs.":[59],"By":[60],"examining":[61],"current":[62],"advancements":[63],"future":[65],"prospects,":[66],"this":[67],"study":[68],"underscores":[69],"potential":[71],"drive":[75],"innovation":[76],"healthcare":[78],"(Erg\u00fcven":[79],"&":[80],"\u00d6kten,":[81],"2022).":[82],"Keywords:":[83],"Intelligence,":[85],"Machine":[86],"Learning,":[87],"Medical":[88],"Microbiology,":[89],"Diagnostics,":[90],"Antimicrobial":[91],"Resistance":[92]},"counts_by_year":[],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2026-10-03T00:00:00"}