{"id":"https://openalex.org/W1997674897","doi":"https://doi.org/10.1371/journal.pone.0105889","title":"A Systematic Investigation of Computation Models for Predicting Adverse Drug Reactions (ADRs)","display_name":"A Systematic Investigation of Computation Models for Predicting Adverse Drug Reactions (ADRs)","publication_year":2014,"publication_date":"2014-09-02","ids":{"openalex":"https://openalex.org/W1997674897","doi":"https://doi.org/10.1371/journal.pone.0105889","mag":"1997674897","pmid":"https://pubmed.ncbi.nlm.nih.gov/25180585","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4152017"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pone.0105889","doi":"https://doi.org/10.1371/journal.pone.0105889","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0105889","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0105889&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS ONE","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0105889&type=printable","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110484441","display_name":"Qifan Kuang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qifan Kuang","raw_affiliation_strings":["College of Chemistry, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Chemistry, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":null,"display_name":"MinQi Wang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"MinQi Wang","raw_affiliation_strings":["College of Chemistry, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Chemistry, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385080","display_name":"Rong Li","orcid":"https://orcid.org/0000-0003-3971-1670","observed_orcids":["https://orcid.org/0000-0003-3971-1670"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rong Li","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China","Coll. of Comput. Sci., Sichuan Univ., Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"Coll. of Comput. Sci., Sichuan Univ., Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":null,"display_name":"YongCheng Dong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"YongCheng Dong","raw_affiliation_strings":["College of Life Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Life Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719729","display_name":"Yizhou Li","orcid":"https://orcid.org/0000-0002-0351-1792","observed_orcids":["https://orcid.org/0000-0002-0351-1792"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhou Li","raw_affiliation_strings":["College of Chemistry, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Chemistry, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100703869","display_name":"Menglong Li","orcid":"https://orcid.org/0000-0002-2766-7329","observed_orcids":["https://orcid.org/0000-0002-2766-7329"]},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Menglong Li","raw_affiliation_strings":["College of Chemistry, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Chemistry, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100703869"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":{"value":2382,"currency":"USD","value_usd":2382},"apc_paid":{"value":2382,"currency":"USD","value_usd":2382},"fwci":1.1211,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.71682044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"9","issue":"9","first_page":"e105889","last_page":"e105889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9854000210762024,"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":0.9854000210762024,"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/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.008200000040233135,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.00019999999494757503,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adverse-drug-reactions","display_name":"adverse drug reactions","score":0.9959999918937683},{"id":"https://openalex.org/keywords/topological-properties","display_name":"topological properties","score":0.6539999842643738},{"id":"https://openalex.org/keywords/intrinsic-features","display_name":"intrinsic features","score":0.8809999823570251},{"id":"https://openalex.org/keywords/jaccard-similarity","display_name":"Jaccard similarity","score":0.9929999709129333},{"id":"https://openalex.org/keywords/feature-selection","display_name":"feature selection","score":0.6669999957084656},{"id":"https://openalex.org/keywords/drug-safety","display_name":"drug safety","score":0.42800000309944153},{"id":"https://openalex.org/keywords/drug-development","display_name":"drug development","score":0.38199999928474426}],"concepts":[{"id":"https://openalex.org/C2993432071","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Drug reaction","level":3,"score":0.6222551465034485},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4407760202884674},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3737267255783081},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.3689444363117218},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.35891419649124146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.354050874710083},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.27722543478012085},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.20559385418891907}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016907","descriptor_name":"Adverse Drug Reaction Reporting Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":8,"locations":[{"id":"doi:10.1371/journal.pone.0105889","doi":"https://doi.org/10.1371/journal.pone.0105889","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0105889","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0105889&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS ONE","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:3124710","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4152017","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4152017","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4152017","pdf_url":null,"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,"listed_in":[],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS One","raw_type":"Text"},{"id":"pmid:25180585","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25180585","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,"listed_in":[],"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":"PloS one","raw_type":"Journal Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.804.4367","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.804.4367","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.ncbi.nlm.nih.gov/pub/pmc/8f/d9/pone.0105889.PMC4152017.pdf","raw_type":"text"},{"id":"pmh:oai:RePEc:plo:pone00:0105889","doi":null,"is_oa":false,"landing_page_url":"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0105889","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:c836bf4cfcd244429735c94f6da5eb8c","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/c836bf4cfcd244429735c94f6da5eb8c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS ONE, Vol 9, Iss 9, p e105889 (2014)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/1157921","doi":null,"is_oa":true,"landing_page_url":"https://figshare.com/articles/dataset/_A_Systematic_Investigation_of_Computation_Models_for_Predicting_Adverse_Drug_Reactions_ADRs_/1157921","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.1371/journal.pone.0105889","doi":"https://doi.org/10.1371/journal.pone.0105889","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pone.0105889","pdf_url":"https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0105889&type=printable","source":{"id":"https://openalex.org/S202381698","display_name":"PLoS ONE","issn_l":"1932-6203","issn":["1932-6203"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","erih-plus","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS ONE","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9391000270843506}],"study_designs":[],"awards":[{"id":"https://openalex.org/G576768153","display_name":null,"funder_award_id":"21305096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6075800747","display_name":null,"funder_award_id":"21375095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1997674897.pdf","grobid_xml":"https://content.openalex.org/works/W1997674897.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1514337951","https://openalex.org/W1647729745","https://openalex.org/W1952825535","https://openalex.org/W1965848416","https://openalex.org/W1967844590","https://openalex.org/W1971106435","https://openalex.org/W1971643008","https://openalex.org/W1979537657","https://openalex.org/W1984084871","https://openalex.org/W1989631426","https://openalex.org/W2009313526","https://openalex.org/W2033314190","https://openalex.org/W2037495825","https://openalex.org/W2039656193","https://openalex.org/W2048435239","https://openalex.org/W2066201825","https://openalex.org/W2085752173","https://openalex.org/W2098189808","https://openalex.org/W2104871495","https://openalex.org/W2106029302","https://openalex.org/W2110412254","https://openalex.org/W2111811203","https://openalex.org/W2117030594","https://openalex.org/W2135209350","https://openalex.org/W2135306073","https://openalex.org/W2136127280","https://openalex.org/W2139516171","https://openalex.org/W2139736926","https://openalex.org/W2142572836","https://openalex.org/W2153838454","https://openalex.org/W2154896031","https://openalex.org/W2158698691","https://openalex.org/W2159482845","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W2947083459","https://openalex.org/W2136127280","https://openalex.org/W2466130082","https://openalex.org/W4321372173","https://openalex.org/W1989631426","https://openalex.org/W2653244794","https://openalex.org/W3138822839","https://openalex.org/W3126202965","https://openalex.org/W4394815593","https://openalex.org/W1123550655"],"abstract_inverted_index":{"BACKGROUND:":[0],"Early":[1],"and":[2,16,30,45,60,73,108,121,139,147,154,198,216,230],"accurate":[3],"identification":[4],"of":[5,21,39,42,47,112,160,167,172,222],"adverse":[6],"drug":[7,14,132],"reactions":[8],"(ADRs)":[9],"is":[10,66,105],"critically":[11],"important":[12,153],"for":[13,130,226],"development":[15],"clinical":[17],"safety.":[18],"Computer-aided":[19],"prediction":[20,159,221],"ADRs":[22,223],"has":[23],"attracted":[24],"increasing":[25],"attention":[26],"in":[27,55,181,209],"recent":[28],"years,":[29],"many":[31],"computational":[32,50,91,114],"models":[33,77,92],"have":[34,126],"been":[35,127],"proposed.":[36],"However,":[37],"because":[38],"the":[40,48,99,102,110,148,158,165,193,201,206,220],"lack":[41],"systematic":[43],"analysis":[44],"comparison":[46],"different":[49],"models,":[51],"there":[52],"remain":[53],"limitations":[54],"designing":[56],"more":[57,62,89],"effective":[58,90],"algorithms":[59,124,174,207],"selecting":[61,227],"useful":[63,85,217],"features.":[64],"There":[65],"therefore":[67],"an":[68,145,152],"urgent":[69],"need":[70],"to":[71,78,87,93,106,116,144,178],"review":[72],"analyze":[74,109],"previous":[75],"computation":[76],"obtain":[79],"general":[80,155,194],"conclusions":[81,215],"that":[82,125,137],"can":[83],"provide":[84],"guidance":[86],"construct":[88],"predict":[94,117],"ADRs.":[95],"PRINCIPAL":[96],"FINDINGS:":[97],"In":[98],"current":[100],"study,":[101],"main":[103],"work":[104],"compare":[107],"performance":[111,204],"existing":[113],"methods":[115],"ADRs,":[118],"by":[119],"implementing":[120],"evaluating":[122],"additional":[123],"earlier":[128],"used":[129],"predicting":[131],"targets.":[133],"Our":[134],"results":[135],"indicated":[136],"topological":[138],"intrinsic":[140],"features":[141,229],"were":[142,175],"complementary":[143],"extent":[146],"Jaccard":[149],"coefficient":[150],"had":[151],"effect":[156],"on":[157,184],"drug-ADR":[161],"associations.":[162],"By":[163],"comparing":[164],"structure":[166],"each":[168],"algorithm,":[169],"final":[170],"formulas":[171],"these":[173],"all":[176],"converted":[177],"linear":[179],"model":[180],"form,":[182],"based":[183],"this":[185,210],"finding":[186],"we":[187],"propose":[188],"a":[189],"new":[190],"algorithm":[191],"called":[192],"weighted":[195],"profile":[196],"method":[197],"it":[199],"yielded":[200],"best":[202],"overall":[203],"among":[205],"investigated":[208],"paper.":[211],"CONCLUSION:":[212],"Several":[213],"meaningful":[214],"findings":[218],"regarding":[219],"are":[224],"provided":[225],"optimal":[228],"algorithms.":[231]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}
