{"id":"https://openalex.org/W4321249736","doi":"https://doi.org/10.1007/s10462-023-10413-7","title":"An extensive survey on the use of supervised machine learning techniques in the past two decades for prediction of drug side effects","display_name":"An extensive survey on the use of supervised machine learning techniques in the past two decades for prediction of drug side effects","publication_year":2023,"publication_date":"2023-02-15","ids":{"openalex":"https://openalex.org/W4321249736","doi":"https://doi.org/10.1007/s10462-023-10413-7","pmid":"https://pubmed.ncbi.nlm.nih.gov/36819660"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-023-10413-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-023-10413-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10413-7.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10413-7.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078520681","display_name":"Pranab Das","orcid":"https://orcid.org/0000-0002-3757-4118"},"institutions":[{"id":"https://openalex.org/I3131484930","display_name":"National Institute of Technology Nagaland","ror":"https://ror.org/04cbvzp68","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131484930"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pranab Das","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland 797103 India","Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland, 797103, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland 797103 India","institution_ids":["https://openalex.org/I3131484930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland, 797103, India","institution_ids":["https://openalex.org/I3131484930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075818819","display_name":"Dilwar Hussain Mazumder","orcid":"https://orcid.org/0000-0002-6316-2977"},"institutions":[{"id":"https://openalex.org/I3131484930","display_name":"National Institute of Technology Nagaland","ror":"https://ror.org/04cbvzp68","country_code":"IN","type":"education","lineage":["https://openalex.org/I3131484930"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dilwar Hussain Mazumder","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland 797103 India","Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland, 797103, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland 797103 India","institution_ids":["https://openalex.org/I3131484930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Nagaland, Chumukedima, Dimapur, Nagaland, 797103, India","institution_ids":["https://openalex.org/I3131484930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5078520681"],"corresponding_institution_ids":["https://openalex.org/I3131484930"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":5.9717,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.96880104,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"56","issue":"9","first_page":"9809","last_page":"9836"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"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/T10375","display_name":"Pharmacogenetics and Drug Metabolism","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7354433536529541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6649507284164429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5956544876098633},{"id":"https://openalex.org/keywords/side-effect","display_name":"Side effect (computer science)","score":0.5563035607337952},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5108601450920105},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.4956740140914917},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.4542137384414673},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3921026885509491},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2572929859161377},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.18006497621536255},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.11956977844238281},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09226948022842407}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7354433536529541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6649507284164429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5956544876098633},{"id":"https://openalex.org/C3454156","wikidata":"https://www.wikidata.org/wiki/Q1144241","display_name":"Side effect (computer science)","level":2,"score":0.5563035607337952},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5108601450920105},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.4956740140914917},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.4542137384414673},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3921026885509491},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2572929859161377},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.18006497621536255},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.11956977844238281},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09226948022842407},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10462-023-10413-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-023-10413-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10413-7.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},{"id":"pmid:36819660","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36819660","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial intelligence review","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9930028","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9930028","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9930028/pdf/10462_2023_Article_10413.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artif Intell Rev","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10462-023-10413-7","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10462-023-10413-7","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10462-023-10413-7.pdf","source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence Review","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4321249736.pdf"},"referenced_works_count":132,"referenced_works":["https://openalex.org/W11344490","https://openalex.org/W177032395","https://openalex.org/W311004003","https://openalex.org/W1161601223","https://openalex.org/W1512404644","https://openalex.org/W1578104218","https://openalex.org/W1965040310","https://openalex.org/W1966454287","https://openalex.org/W1975601078","https://openalex.org/W1980409763","https://openalex.org/W1990624992","https://openalex.org/W1992442866","https://openalex.org/W1993928995","https://openalex.org/W1997674897","https://openalex.org/W2001565801","https://openalex.org/W2007069369","https://openalex.org/W2008948524","https://openalex.org/W2013505014","https://openalex.org/W2038151465","https://openalex.org/W2038192942","https://openalex.org/W2039656193","https://openalex.org/W2042907121","https://openalex.org/W2046477302","https://openalex.org/W2047708582","https://openalex.org/W2049946556","https://openalex.org/W2051730284","https://openalex.org/W2056782561","https://openalex.org/W2063007776","https://openalex.org/W2067978628","https://openalex.org/W2069313265","https://openalex.org/W2069882861","https://openalex.org/W2070719925","https://openalex.org/W2088562998","https://openalex.org/W2101202052","https://openalex.org/W2110028300","https://openalex.org/W2110412254","https://openalex.org/W2119002393","https://openalex.org/W2121325443","https://openalex.org/W2130363382","https://openalex.org/W2136127280","https://openalex.org/W2138906045","https://openalex.org/W2142572836","https://openalex.org/W2151070626","https://openalex.org/W2152454589","https://openalex.org/W2153972688","https://openalex.org/W2158310952","https://openalex.org/W2159583324","https://openalex.org/W2163763334","https://openalex.org/W2165428180","https://openalex.org/W2216058802","https://openalex.org/W2234451305","https://openalex.org/W2247448379","https://openalex.org/W2293971495","https://openalex.org/W2294516783","https://openalex.org/W2323328911","https://openalex.org/W2382298227","https://openalex.org/W2408641126","https://openalex.org/W2489003193","https://openalex.org/W2560056856","https://openalex.org/W2568693528","https://openalex.org/W2572837991","https://openalex.org/W2585631586","https://openalex.org/W2588635793","https://openalex.org/W2604539562","https://openalex.org/W2613482391","https://openalex.org/W2622157970","https://openalex.org/W2624775565","https://openalex.org/W2739999456","https://openalex.org/W2746873727","https://openalex.org/W2758309892","https://openalex.org/W2767891136","https://openalex.org/W2772272229","https://openalex.org/W2772714784","https://openalex.org/W2784226073","https://openalex.org/W2786016794","https://openalex.org/W2787229753","https://openalex.org/W2789590942","https://openalex.org/W2794498378","https://openalex.org/W2895757710","https://openalex.org/W2897753544","https://openalex.org/W2899070097","https://openalex.org/W2900910515","https://openalex.org/W2902466736","https://openalex.org/W2906083215","https://openalex.org/W2907367312","https://openalex.org/W2914157122","https://openalex.org/W2914252392","https://openalex.org/W2915975108","https://openalex.org/W2947083459","https://openalex.org/W2962398326","https://openalex.org/W2969595198","https://openalex.org/W2984763239","https://openalex.org/W3000043291","https://openalex.org/W3010761615","https://openalex.org/W3011047101","https://openalex.org/W3014239097","https://openalex.org/W3014694847","https://openalex.org/W3022502706","https://openalex.org/W3035943921","https://openalex.org/W3041136844","https://openalex.org/W3044009583","https://openalex.org/W3085898256","https://openalex.org/W3090868364","https://openalex.org/W3106763172","https://openalex.org/W3108834607","https://openalex.org/W3120486112","https://openalex.org/W3121460026","https://openalex.org/W3127823632","https://openalex.org/W3132689447","https://openalex.org/W3133966466","https://openalex.org/W3138822839","https://openalex.org/W3158718343","https://openalex.org/W3164415613","https://openalex.org/W3189831819","https://openalex.org/W3197899136","https://openalex.org/W3209941363","https://openalex.org/W3212989394","https://openalex.org/W4205138971","https://openalex.org/W4212811301","https://openalex.org/W4214777229","https://openalex.org/W4224035554","https://openalex.org/W4225646766","https://openalex.org/W4226445735","https://openalex.org/W4239401011","https://openalex.org/W4280532674","https://openalex.org/W4283771090","https://openalex.org/W4292289324","https://openalex.org/W4306292106","https://openalex.org/W4306831003","https://openalex.org/W4309490745","https://openalex.org/W4310264537","https://openalex.org/W4385478152"],"related_works":["https://openalex.org/W2480711475","https://openalex.org/W2411788938","https://openalex.org/W4206379684","https://openalex.org/W2061997414","https://openalex.org/W1587522533","https://openalex.org/W2366105490","https://openalex.org/W2580680567","https://openalex.org/W2121182182","https://openalex.org/W1996411829","https://openalex.org/W4285170202"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}