{"id":"https://openalex.org/W4401243288","doi":"https://doi.org/10.1007/s13369-024-09342-6","title":"A Graph-Based Transformer Neural Network for Multi-Label ADR Prediction","display_name":"A Graph-Based Transformer Neural Network for Multi-Label ADR Prediction","publication_year":2024,"publication_date":"2024-08-02","ids":{"openalex":"https://openalex.org/W4401243288","doi":"https://doi.org/10.1007/s13369-024-09342-6"},"language":"en","primary_location":{"id":"doi:10.1007/s13369-024-09342-6","doi":"https://doi.org/10.1007/s13369-024-09342-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13369-024-09342-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210185304","display_name":"Arabian Journal for Science and Engineering","issn_l":"1319-8025","issn":["1319-8025","2191-4281","2193-567X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"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":"Arabian Journal for Science and Engineering","raw_type":"journal-article"},"volume":null,"type":"article","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/A5101499368","display_name":"Monika Yadav","orcid":"https://orcid.org/0000-0002-1643-6402","observed_orcids":["https://orcid.org/0000-0002-1643-6402"]},"institutions":[{"id":"https://openalex.org/I129798099","display_name":"The NorthCap University","ror":"https://ror.org/0343j7r38","country_code":"IN","type":"education","lineage":["https://openalex.org/I129798099"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Monika Yadav","raw_affiliation_strings":["Department of Computer Science and Engineering, The NorthCap University, Gurugram, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The NorthCap University, Gurugram, India","institution_ids":["https://openalex.org/I129798099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006821718","display_name":"Prachi Ahlawat","orcid":"https://orcid.org/0000-0002-6241-7659","observed_orcids":["https://orcid.org/0000-0002-6241-7659"]},"institutions":[{"id":"https://openalex.org/I129798099","display_name":"The NorthCap University","ror":"https://ror.org/0343j7r38","country_code":"IN","type":"education","lineage":["https://openalex.org/I129798099"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Prachi Ahlawat","raw_affiliation_strings":["Department of Computer Science and Engineering, The NorthCap University, Gurugram, India"],"raw_orcid":"https://orcid.org/0000-0002-6241-7659","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The NorthCap University, Gurugram, India","institution_ids":["https://openalex.org/I129798099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032996381","display_name":"Vijendra Pratap Singh","orcid":"https://orcid.org/0000-0001-5438-2188","observed_orcids":["https://orcid.org/0000-0001-5438-2188"]},"institutions":[{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijendra Singh","raw_affiliation_strings":["School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Petroleum and Energy Studies, Dehradun, India","institution_ids":["https://openalex.org/I5847235"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006821718"],"corresponding_institution_ids":["https://openalex.org/I129798099"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":0.7961,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67394456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"50","issue":"10","first_page":"7323","last_page":"7341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9585000276565552,"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":0.9585000276565552,"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":0.028699999675154686,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.00139999995008111,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adverse-drug-reactions","display_name":"adverse drug reactions","score":0.9700000286102295},{"id":"https://openalex.org/keywords/multi-label-classification","display_name":"multi-label classification","score":0.9169999957084656},{"id":"https://openalex.org/keywords/graph-neural-networks","display_name":"graph neural networks","score":0.8230000138282776},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.5550000071525574},{"id":"https://openalex.org/keywords/molecular-structure","display_name":"molecular structure","score":0.6449999809265137},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.8410000205039978},{"id":"https://openalex.org/keywords/edge-features","display_name":"edge features","score":0.843999981880188},{"id":"https://openalex.org/keywords/drug-safety","display_name":"drug safety","score":0.574999988079071},{"id":"https://openalex.org/keywords/system-organ-class","display_name":"System Organ Class","score":0.8790000081062317}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6825584173202515},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5736963748931885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5022153854370117},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4995713233947754},{"id":"https://openalex.org/C2993432071","wikidata":"https://www.wikidata.org/wiki/Q45959","display_name":"Drug reaction","level":3,"score":0.4458063840866089},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.4321981966495514},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4306900203227997},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4292057752609253},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3753508925437927},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.2848622798919678},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.13681912422180176},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13452520966529846},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1179293692111969},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0945497453212738},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13369-024-09342-6","doi":"https://doi.org/10.1007/s13369-024-09342-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13369-024-09342-6","pdf_url":null,"source":{"id":"https://openalex.org/S4210185304","display_name":"Arabian Journal for Science and Engineering","issn_l":"1319-8025","issn":["1319-8025","2191-4281","2193-567X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"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":"Arabian Journal for Science and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9391000270843506,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1501856433","https://openalex.org/W1655274992","https://openalex.org/W1969879564","https://openalex.org/W1971327393","https://openalex.org/W1978253274","https://openalex.org/W1988195734","https://openalex.org/W1992746042","https://openalex.org/W2014247325","https://openalex.org/W2035977761","https://openalex.org/W2049946556","https://openalex.org/W2054203041","https://openalex.org/W2085507946","https://openalex.org/W2110869886","https://openalex.org/W2136127280","https://openalex.org/W2142572836","https://openalex.org/W2144354855","https://openalex.org/W2145578524","https://openalex.org/W2152681556","https://openalex.org/W2153972688","https://openalex.org/W2167061733","https://openalex.org/W2169678694","https://openalex.org/W2177317049","https://openalex.org/W2204599701","https://openalex.org/W2213443318","https://openalex.org/W2221269644","https://openalex.org/W2460587874","https://openalex.org/W2476452061","https://openalex.org/W2493157521","https://openalex.org/W2519887557","https://openalex.org/W2522406824","https://openalex.org/W2594183968","https://openalex.org/W2769065924","https://openalex.org/W2790808809","https://openalex.org/W2809343047","https://openalex.org/W2889079456","https://openalex.org/W2897803911","https://openalex.org/W2902466736","https://openalex.org/W2906083215","https://openalex.org/W2935857979","https://openalex.org/W2948035163","https://openalex.org/W2966357564","https://openalex.org/W2968734407","https://openalex.org/W2981898874","https://openalex.org/W3021857949","https://openalex.org/W3093484105","https://openalex.org/W3093499132","https://openalex.org/W3108834607","https://openalex.org/W3113177135","https://openalex.org/W3117987610","https://openalex.org/W3127112941","https://openalex.org/W3130218089","https://openalex.org/W3168547639","https://openalex.org/W3174320978","https://openalex.org/W3201055938","https://openalex.org/W4212833811","https://openalex.org/W4280570233","https://openalex.org/W4283796715","https://openalex.org/W4297237009","https://openalex.org/W4309182044","https://openalex.org/W4311054714","https://openalex.org/W4312210063","https://openalex.org/W4313331808","https://openalex.org/W4322772630","https://openalex.org/W4386399766","https://openalex.org/W4387837028","https://openalex.org/W4388976757","https://openalex.org/W4390943477","https://openalex.org/W4391324572","https://openalex.org/W4392200867","https://openalex.org/W6600120041","https://openalex.org/W6600234944"],"related_works":["https://openalex.org/W7118767249","https://openalex.org/W3108834607","https://openalex.org/W7054563414","https://openalex.org/W2746873727","https://openalex.org/W7167039324","https://openalex.org/W4408286843","https://openalex.org/W4312210063","https://openalex.org/W4280532674","https://openalex.org/W4399573248","https://openalex.org/W4405098407"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-08-03T00:00:00"}