{"id":"https://openalex.org/W2797817943","doi":"https://doi.org/10.1007/s41666-018-0018-9","title":"Detecting Adverse Drug Reactions on Twitter with Convolutional Neural Networks and Word Embedding Features","display_name":"Detecting Adverse Drug Reactions on Twitter with Convolutional Neural Networks and Word Embedding Features","publication_year":2018,"publication_date":"2018-04-12","ids":{"openalex":"https://openalex.org/W2797817943","doi":"https://doi.org/10.1007/s41666-018-0018-9","mag":"2797817943","pmid":"https://pubmed.ncbi.nlm.nih.gov/35415401"},"language":"en","primary_location":{"id":"doi:10.1007/s41666-018-0018-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41666-018-0018-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210196546","display_name":"Journal of Healthcare Informatics Research","issn_l":"2509-4971","issn":["2509-4971","2509-498X"],"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":"Journal of Healthcare Informatics Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8982795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053822814","display_name":"Aaron J. Masino","orcid":"https://orcid.org/0000-0002-2684-0548"},"institutions":[{"id":"https://openalex.org/I1335321130","display_name":"Children's Hospital of Philadelphia","ror":"https://ror.org/01z7r7q48","country_code":"US","type":"funder","lineage":["https://openalex.org/I1335321130"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aaron J. Masino","raw_affiliation_strings":["Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA 19146 USA","Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA, 19146, USA"],"raw_orcid":"https://orcid.org/0000-0002-2684-0548","affiliations":[{"raw_affiliation_string":"Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA 19146 USA","institution_ids":["https://openalex.org/I1335321130"]},{"raw_affiliation_string":"Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA, 19146, USA","institution_ids":["https://openalex.org/I1335321130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033093192","display_name":"Daniel Forsyth","orcid":null},"institutions":[{"id":"https://openalex.org/I1335321130","display_name":"Children's Hospital of Philadelphia","ror":"https://ror.org/01z7r7q48","country_code":"US","type":"funder","lineage":["https://openalex.org/I1335321130"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel Forsyth","raw_affiliation_strings":["Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA 19146 USA","Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA, 19146, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA 19146 USA","institution_ids":["https://openalex.org/I1335321130"]},{"raw_affiliation_string":"Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA, 19146, USA","institution_ids":["https://openalex.org/I1335321130"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007545587","display_name":"Alexander G. Fiks","orcid":"https://orcid.org/0000-0001-6525-8764"},"institutions":[{"id":"https://openalex.org/I1335321130","display_name":"Children's Hospital of Philadelphia","ror":"https://ror.org/01z7r7q48","country_code":"US","type":"funder","lineage":["https://openalex.org/I1335321130"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander G. Fiks","raw_affiliation_strings":["Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA 19146 USA","Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA, 19146, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA 19146 USA","institution_ids":["https://openalex.org/I1335321130"]},{"raw_affiliation_string":"Department of Biomedical and Health Informatics, The Children's Hospital of Philadelphia, Philadelphia, PA, 19146, USA","institution_ids":["https://openalex.org/I1335321130"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5053822814"],"corresponding_institution_ids":["https://openalex.org/I1335321130"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":0.6758,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.76858865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2","issue":"1-2","first_page":"25","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9911999702453613,"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"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9911999702453613,"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/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9904999732971191,"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":0.989300012588501,"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/computer-science","display_name":"Computer science","score":0.7445687651634216},{"id":"https://openalex.org/keywords/word-embedding","display_name":"Word embedding","score":0.734530508518219},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7026607990264893},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6166226863861084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5894622802734375},{"id":"https://openalex.org/keywords/f1-score","display_name":"F1 score","score":0.5761148929595947},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5703970193862915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5324194431304932},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5232521295547485},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5231336951255798},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5079119801521301},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49434351921081543},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4412457346916199},{"id":"https://openalex.org/keywords/lexicon","display_name":"Lexicon","score":0.41610854864120483},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11641451716423035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09120789170265198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7445687651634216},{"id":"https://openalex.org/C2777462759","wikidata":"https://www.wikidata.org/wiki/Q18395344","display_name":"Word embedding","level":3,"score":0.734530508518219},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7026607990264893},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6166226863861084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5894622802734375},{"id":"https://openalex.org/C148524875","wikidata":"https://www.wikidata.org/wiki/Q6975395","display_name":"F1 score","level":2,"score":0.5761148929595947},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5703970193862915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5324194431304932},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5232521295547485},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5231336951255798},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5079119801521301},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49434351921081543},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4412457346916199},{"id":"https://openalex.org/C2778121359","wikidata":"https://www.wikidata.org/wiki/Q8096","display_name":"Lexicon","level":2,"score":0.41610854864120483},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11641451716423035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09120789170265198},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s41666-018-0018-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41666-018-0018-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210196546","display_name":"Journal of Healthcare Informatics Research","issn_l":"2509-4971","issn":["2509-4971","2509-498X"],"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":"Journal of Healthcare Informatics Research","raw_type":"journal-article"},{"id":"pmid:35415401","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35415401","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":"Journal of healthcare informatics research","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8982795","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8982795","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,"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":"J Healthc Inform Res","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8982795","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8982795","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,"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":"J Healthc Inform Res","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W17513810","https://openalex.org/W107610923","https://openalex.org/W168564468","https://openalex.org/W172776026","https://openalex.org/W1665214252","https://openalex.org/W1904365287","https://openalex.org/W1987581851","https://openalex.org/W2056663596","https://openalex.org/W2062227835","https://openalex.org/W2071478164","https://openalex.org/W2073386434","https://openalex.org/W2074840794","https://openalex.org/W2095705004","https://openalex.org/W2104088534","https://openalex.org/W2120615054","https://openalex.org/W2121827699","https://openalex.org/W2148695089","https://openalex.org/W2165530491","https://openalex.org/W2165698076","https://openalex.org/W2167186282","https://openalex.org/W2167277498","https://openalex.org/W2171469118","https://openalex.org/W2250753706","https://openalex.org/W2252278997","https://openalex.org/W2396881363","https://openalex.org/W2417936835","https://openalex.org/W2462891382","https://openalex.org/W2590462354","https://openalex.org/W2950577311"],"related_works":["https://openalex.org/W2996933976","https://openalex.org/W4287776258","https://openalex.org/W3027997911","https://openalex.org/W3195168932","https://openalex.org/W1996541855","https://openalex.org/W2993300079","https://openalex.org/W3021430260","https://openalex.org/W3031457336","https://openalex.org/W2949267551","https://openalex.org/W3036279240"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}