{"id":"https://openalex.org/W32577628","doi":"https://doi.org/10.1145/3107411.3107445","title":"\u30de\u30eb\u30d0\u30ab\u30a4\u30c9\u30a6\u53f0\u30ea\u30f3\u30b4\u534a\u5bc6\u690d\u683d\u57f9\u306e\u6280\u8853\u78ba\u7acb\u306b\u95a2\u3059\u308b\u7814\u7a76(3) : \u6a39\u306e\u4ed5\u7acb\u3066\u65b9,\u53f0\u6728\u306e\u7a2e\u985e\u304a\u3088\u3073\u7a42\u54c1\u7a2e\u304c\u6839\u7cfb\u306b\u53ca\u307c\u3059\u5f71\u97ff","display_name":"\u30de\u30eb\u30d0\u30ab\u30a4\u30c9\u30a6\u53f0\u30ea\u30f3\u30b4\u534a\u5bc6\u690d\u683d\u57f9\u306e\u6280\u8853\u78ba\u7acb\u306b\u95a2\u3059\u308b\u7814\u7a76(3) : \u6a39\u306e\u4ed5\u7acb\u3066\u65b9,\u53f0\u6728\u306e\u7a2e\u985e\u304a\u3088\u3073\u7a42\u54c1\u7a2e\u304c\u6839\u7cfb\u306b\u53ca\u307c\u3059\u5f71\u97ff","publication_year":1990,"publication_date":"1990-01-01","ids":{"openalex":"https://openalex.org/W32577628","doi":"https://doi.org/10.1145/3107411.3107445","mag":"32577628"},"language":"en","primary_location":{"id":"mag:32577628","is_oa":false,"landing_page_url":"http://agriknowledge.affrc.go.jp/RN/2010451411.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306548730","display_name":"\u5f18\u524d\u5927\u5b66\u8fb2\u5b66\u90e8\u5b66\u8853\u5831\u544a","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310313539","host_organization_name":"Hirosaki University","host_organization_lineage":["https://openalex.org/P4310313539"],"host_organization_lineage_names":["Hirosaki University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u5f18\u524d\u5927\u5b66\u8fb2\u5b66\u90e8\u5b66\u8853\u5831\u544a","raw_type":null},"type":"article","indexed_in":[],"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/A5050968354","display_name":"\u96c4\u4e4b\u8f14 \u5869\u5d0e","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"\u96c4\u4e4b\u8f14 \u5869\u5d0e","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050968354"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0043112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2017","issue":"52","first_page":"44","last_page":"52"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9108999967575073,"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":0.9108999967575073,"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/T10799","display_name":"Data Visualization and Analytics","score":0.005200000014156103,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.004900000058114529,"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/environmental-science","display_name":"Environmental science","score":0.277751088142395}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.277751088142395}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:32577628","is_oa":false,"landing_page_url":"http://agriknowledge.affrc.go.jp/RN/2010451411.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306548730","display_name":"\u5f18\u524d\u5927\u5b66\u8fb2\u5b66\u90e8\u5b66\u8853\u5831\u544a","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310313539","host_organization_name":"Hirosaki University","host_organization_lineage":["https://openalex.org/P4310313539"],"host_organization_lineage_names":["Hirosaki University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"\u5f18\u524d\u5927\u5b66\u8fb2\u5b66\u90e8\u5b66\u8853\u5831\u544a","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"increasing":[1],"accumulation":[2],"of":[3,25,89,95,98,110,122,183,193],"healthcare":[4,53,115,123,138],"data":[5,124],"provides":[6],"researchers":[7,54],"with":[8,153],"ample":[9],"opportunities":[10],"to":[11,21,57],"build":[12],"machine":[13,33,67,111],"learning":[14,34,68,100,112],"approaches":[15,35,113],"for":[16,48,106,134,156,170],"clinical":[17],"decision":[18],"support":[19],"and":[20,43,129,159,189],"improve":[22],"the":[23,93,96,107,119,162,166,175,180,184,191,194],"quality":[24],"health":[26,49],"care.":[27,50],"Several":[28],"studies":[29],"have":[30,55,91],"developed":[31],"conventional":[32],"that":[36,70,179],"rely":[37],"heavily":[38],"on":[39,137],"manual":[40,72],"feature":[41,73],"engineering":[42,74],"result":[44],"in":[45,80,196],"task-specific":[46],"models":[47,101,136,188],"In":[51,117],"contrast,":[52],"begun":[56],"use":[58],"deep":[59,99],"learning,":[60],"which":[61],"has":[62],"emerged":[63],"as":[64,84,126],"a":[65,146],"revolutionary":[66],"technique":[69],"obviates":[71],"but":[75],"still":[76],"achieves":[77],"impressive":[78],"results":[79],"research":[81],"fields":[82],"such":[83,125],"image":[85],"classification.":[86],"However,":[87],"few":[88],"them":[90],"addressed":[92],"lack":[94],"interpretability":[97,103,192],"although":[102],"is":[104],"essential":[105],"successful":[108],"adoption":[109],"by":[114],"communities.":[116],"addition,":[118],"unique":[120],"characteristics":[121],"high":[127],"dimensionality":[128],"temporal":[130],"dependencies":[131],"pose":[132],"challenges":[133],"building":[135],"data.":[139],"To":[140],"address":[141],"these":[142],"challenges,":[143],"we":[144,173],"develop":[145],"gated":[147],"recurrent":[148,150],"unit-based":[149],"neural":[151],"network":[152],"hierarchical":[154],"attention":[155],"mortality":[157],"prediction,":[158],"then,":[160],"using":[161],"diagnostic":[163],"codes":[164],"from":[165],"Medical":[167],"Information":[168],"Mart":[169],"Intensive":[171],"Care,":[172],"evaluate":[174],"model.":[176],"We":[177],"find":[178],"prediction":[181],"accuracy":[182],"model":[185,195],"outperforms":[186],"baseline":[187],"demonstrate":[190],"visualizations.":[197]},"counts_by_year":[],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2016-06-24T00:00:00"}