{"id":"https://openalex.org/W4385377104","doi":"https://doi.org/10.1007/978-3-031-39539-0_4","title":"Self-supervised Predictive Coding with\u00a0Multimodal Fusion for\u00a0Patient Deterioration Prediction in\u00a0Fine-Grained Time Resolution","display_name":"Self-supervised Predictive Coding with\u00a0Multimodal Fusion for\u00a0Patient Deterioration Prediction in\u00a0Fine-Grained Time Resolution","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385377104","doi":"https://doi.org/10.1007/978-3-031-39539-0_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-39539-0_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39539-0_4","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/A5011792686","display_name":"Kwanhyung Lee","orcid":"https://orcid.org/0000-0002-1191-5535"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kwanhyung Lee","raw_affiliation_strings":["AITRICS, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"AITRICS, Seoul, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069617352","display_name":"John Won","orcid":"https://orcid.org/0000-0002-7948-5906"},"institutions":[{"id":"https://openalex.org/I123900574","display_name":"Pohang University of Science and Technology","ror":"https://ror.org/04xysgw12","country_code":"KR","type":"education","lineage":["https://openalex.org/I123900574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"John Won","raw_affiliation_strings":["AITRICS, Seoul, South Korea","POSTECH, Pohang-si, South Korea"],"affiliations":[{"raw_affiliation_string":"AITRICS, Seoul, South Korea","institution_ids":[]},{"raw_affiliation_string":"POSTECH, Pohang-si, South Korea","institution_ids":["https://openalex.org/I123900574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042383723","display_name":"Heejung Hyun","orcid":"https://orcid.org/0000-0002-1249-7945"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Heejung Hyun","raw_affiliation_strings":["AITRICS, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"AITRICS, Seoul, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016861708","display_name":"Sangchul Hahn","orcid":"https://orcid.org/0000-0003-2428-9534"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sangchul Hahn","raw_affiliation_strings":["AITRICS, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"AITRICS, Seoul, South Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034622258","display_name":"Edward Choi","orcid":"https://orcid.org/0000-0002-5958-3509"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Edward Choi","raw_affiliation_strings":["KAIST, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, South Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343837","display_name":"Joohyung Lee","orcid":"https://orcid.org/0000-0002-3518-7915"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Joohyung Lee","raw_affiliation_strings":["AITRICS, Seoul, South Korea"],"affiliations":[{"raw_affiliation_string":"AITRICS, Seoul, South Korea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100343837"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0665,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77700275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"50"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.9811000227928162,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.6836715340614319},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6121147274971008},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5529918670654297},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5216525197029114},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.4954575300216675},{"id":"https://openalex.org/keywords/intensive-care-unit","display_name":"Intensive care unit","score":0.47273197770118713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42226940393447876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4204285442829132},{"id":"https://openalex.org/keywords/emergency-department","display_name":"Emergency department","score":0.41025295853614807},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3475602865219116},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25176480412483215},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.2376861274242401},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12764203548431396}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6836715340614319},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6121147274971008},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5529918670654297},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5216525197029114},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.4954575300216675},{"id":"https://openalex.org/C2776376669","wikidata":"https://www.wikidata.org/wiki/Q5094647","display_name":"Intensive care unit","level":2,"score":0.47273197770118713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42226940393447876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4204285442829132},{"id":"https://openalex.org/C2780724011","wikidata":"https://www.wikidata.org/wiki/Q1295316","display_name":"Emergency department","level":2,"score":0.41025295853614807},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3475602865219116},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25176480412483215},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.2376861274242401},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12764203548431396},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-39539-0_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-39539-0_4","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":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1964490403","https://openalex.org/W2528047932","https://openalex.org/W2964010366","https://openalex.org/W2964051877","https://openalex.org/W3207683741","https://openalex.org/W3209074506","https://openalex.org/W3211037369","https://openalex.org/W4224930264","https://openalex.org/W4283654808","https://openalex.org/W4296363010","https://openalex.org/W6600302053","https://openalex.org/W6607520151","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2379392295","https://openalex.org/W3160965418","https://openalex.org/W613940353","https://openalex.org/W2320915480","https://openalex.org/W2362990116","https://openalex.org/W2381300099","https://openalex.org/W2714992399","https://openalex.org/W2383812217","https://openalex.org/W2326515389","https://openalex.org/W2491005386"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-20T17:24:06.736184","created_date":"2025-10-10T00:00:00"}
