{"id":"https://openalex.org/W36503343","doi":"https://doi.org/10.1007/978-3-642-40017-9_10","title":"Clinical Utility of Machine Learning and Longitudinal EHR Data","display_name":"Clinical Utility of Machine Learning and Longitudinal EHR Data","publication_year":2013,"publication_date":"2013-12-08","ids":{"openalex":"https://openalex.org/W36503343","doi":"https://doi.org/10.1007/978-3-642-40017-9_10","mag":"36503343"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40017-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40017-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","raw_type":"book-chapter"},"type":"book-chapter","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/A5009524646","display_name":"Walter F. Stewart","orcid":"https://orcid.org/0000-0001-9297-7422"},"institutions":[{"id":"https://openalex.org/I114073160","display_name":"Sutter Health","ror":"https://ror.org/0060avh92","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I114073160"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Walter F. Stewart","raw_affiliation_strings":["Sutter Health, Concord, CA, US"],"affiliations":[{"raw_affiliation_string":"Sutter Health, Concord, CA, US","institution_ids":["https://openalex.org/I114073160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102729009","display_name":"Jason Roy","orcid":"https://orcid.org/0000-0003-4237-0504"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Roy","raw_affiliation_strings":["University of Pennsylvania, Philadelphia, PA, US"],"affiliations":[{"raw_affiliation_string":"University of Pennsylvania, Philadelphia, PA, US","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084279065","display_name":"Jimeng Sun","orcid":"https://orcid.org/0000-0003-1512-6426"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jimeng Sun","raw_affiliation_strings":["IBM TJ Watson Research Center, Hawthorne, NY, US"],"affiliations":[{"raw_affiliation_string":"IBM TJ Watson Research Center, Hawthorne, NY, US","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057860811","display_name":"Shahram Ebadollahi","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahram Ebadollahi","raw_affiliation_strings":["IBM TJ Watson Research Center, Hawthorne, NY, US"],"affiliations":[{"raw_affiliation_string":"IBM TJ Watson Research Center, Hawthorne, NY, US","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009524646"],"corresponding_institution_ids":["https://openalex.org/I114073160"],"apc_list":null,"apc_paid":null,"fwci":0.6789,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.68292184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"209","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9966999888420105,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9966999888420105,"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":0.9545000195503235,"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"}},{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.9359999895095825,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5206074714660645},{"id":"https://openalex.org/keywords/longitudinal-data","display_name":"Longitudinal data","score":0.4915536344051361},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40817564725875854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3686087727546692},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15419667959213257}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5206074714660645},{"id":"https://openalex.org/C3020672099","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Longitudinal data","level":2,"score":0.4915536344051361},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40817564725875854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3686087727546692},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15419667959213257}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-40017-9_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40017-9_10","pdf_url":null,"source":{"id":"https://openalex.org/S4210212400","display_name":"Intelligent systems reference library","issn_l":"1868-4394","issn":["1868-4394","1868-4408"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Systems Reference Library","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W109758530","https://openalex.org/W1480376833","https://openalex.org/W1963888923","https://openalex.org/W2009202077","https://openalex.org/W2012451988","https://openalex.org/W2013151421","https://openalex.org/W2072678748","https://openalex.org/W2115967402","https://openalex.org/W2130698119"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
