{"id":"https://openalex.org/W2963332245","doi":"https://doi.org/10.1007/978-3-030-26072-9_2","title":"Medical Treatment Migration Prediction in Healthcare via Attention-Based Bidirectional GRU","display_name":"Medical Treatment Migration Prediction in Healthcare via Attention-Based Bidirectional GRU","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2963332245","doi":"https://doi.org/10.1007/978-3-030-26072-9_2","mag":"2963332245"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-26072-9_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26072-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5081189578","display_name":"Lin Cheng","orcid":"https://orcid.org/0000-0001-5484-3351"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lin Cheng","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023187040","display_name":"Yongjian Ren","orcid":"https://orcid.org/0000-0002-7018-7427"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjian Ren","raw_affiliation_strings":["School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100342349","display_name":"Kun Zhang","orcid":"https://orcid.org/0000-0002-5945-0351"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Zhang","raw_affiliation_strings":["Dareway Software Co., Ltd., Jinan, China","School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Dareway Software Co., Ltd., Jinan, China","institution_ids":[]},{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063237141","display_name":"Yuliang Shi","orcid":"https://orcid.org/0000-0002-1824-4244"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuliang Shi","raw_affiliation_strings":["Dareway Software Co., Ltd., Jinan, China","School of Software, Shandong University, Jinan, China"],"affiliations":[{"raw_affiliation_string":"Dareway Software Co., Ltd., Jinan, China","institution_ids":[]},{"raw_affiliation_string":"School of Software, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5081189578"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.8269,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.75360465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9998999834060669,"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":0.9998999834060669,"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/T12246","display_name":"Chronic Disease Management Strategies","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9735999703407288,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7000997066497803},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.581540048122406},{"id":"https://openalex.org/keywords/medical-unit","display_name":"Medical unit","score":0.5613690614700317},{"id":"https://openalex.org/keywords/medical-treatment","display_name":"Medical treatment","score":0.5405195951461792},{"id":"https://openalex.org/keywords/disease-treatment","display_name":"Disease treatment","score":0.5186871290206909},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4680371582508087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43796175718307495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39630886912345886},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14894062280654907},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.12367627024650574},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.11014887690544128}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7000997066497803},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.581540048122406},{"id":"https://openalex.org/C2992673362","wikidata":"https://www.wikidata.org/wiki/Q1480945","display_name":"Medical unit","level":2,"score":0.5613690614700317},{"id":"https://openalex.org/C2982822547","wikidata":"https://www.wikidata.org/wiki/Q179661","display_name":"Medical treatment","level":2,"score":0.5405195951461792},{"id":"https://openalex.org/C3020416624","wikidata":"https://www.wikidata.org/wiki/Q179661","display_name":"Disease treatment","level":2,"score":0.5186871290206909},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4680371582508087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43796175718307495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39630886912345886},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14894062280654907},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.12367627024650574},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.11014887690544128},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-26072-9_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26072-9_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W236448318","https://openalex.org/W2060877821","https://openalex.org/W2083404535","https://openalex.org/W2182042631","https://openalex.org/W2291474270","https://openalex.org/W2394668865","https://openalex.org/W2742491462","https://openalex.org/W2766879433","https://openalex.org/W2772905286","https://openalex.org/W2787528688","https://openalex.org/W2792534783","https://openalex.org/W2906685078","https://openalex.org/W2964010366"],"related_works":["https://openalex.org/W4390939596","https://openalex.org/W4389829534","https://openalex.org/W4317600379","https://openalex.org/W2131810198","https://openalex.org/W2384313324","https://openalex.org/W295350935","https://openalex.org/W1585480486","https://openalex.org/W188267535","https://openalex.org/W2961615309","https://openalex.org/W2385639751"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
