Cardio-respiratory deep learning model to predict hospital admission from emergency department electrocardiogram images and respiration videos: a prospective study.
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| Title: | Cardio-respiratory deep learning model to predict hospital admission from emergency department electrocardiogram images and respiration videos: a prospective study. |
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| Authors: | Chen GY; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan., Lu SC; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan., Cheng WH; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan., Gao JW; Department of Emergency Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan., Sun JT; Department of Emergency Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan., Huang CH; Department of Emergency Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan., Tsai CL; Department of Emergency Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan. chulintsai@ntuh.gov.tw., Fu LC; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan. lichen@ntu.edu.tw.; Department of Computer Science and Information Engineering, National Taiwan University, CSIE Der Tian Hall, No. 1, Section 4, Roosevelt Road, Taipei, 106319, Taiwan. lichen@ntu.edu.tw. |
| Source: | BioData mining [BioData Min] 2026 Jul 08. Date of Electronic Publication: 2026 Jul 08. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 101319161 Publication Model: Print-Electronic Cited Medium: Print ISSN: 1756-0381 (Print) Linking ISSN: 17560381 NLM ISO Abbreviation: BioData Min |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 42421084 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Cardio-respiratory deep learning model to predict hospital admission from emergency department electrocardiogram images and respiration videos: a prospective study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Chen+GY%22">Chen GY</searchLink>; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lu+SC%22">Lu SC</searchLink>; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+WH%22">Cheng WH</searchLink>; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Gao+JW%22">Gao JW</searchLink>; Department of Emergency Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Sun+JT%22">Sun JT</searchLink>; Department of Emergency Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan.<br /><searchLink fieldCode="AU" term="%22Huang+CH%22">Huang CH</searchLink>; Department of Emergency Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tsai+CL%22">Tsai CL</searchLink>; Department of Emergency Medicine, National Taiwan University Hospital, National Taiwan University College of Medicine, Taipei, Taiwan. chulintsai@ntuh.gov.tw.<br /><searchLink fieldCode="AU" term="%22Fu+LC%22">Fu LC</searchLink>; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan. lichen@ntu.edu.tw.; Department of Computer Science and Information Engineering, National Taiwan University, CSIE Der Tian Hall, No. 1, Section 4, Roosevelt Road, Taipei, 106319, Taiwan. lichen@ntu.edu.tw. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101319161%22">BioData mining</searchLink> [BioData Min] 2026 Jul 08. <i>Date of Electronic Publication: </i>2026 Jul 08. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22BioMed+Central%22">BioMed Central </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101319161 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Print <i>ISSN: </i>1756-0381 (Print) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2217560381%22">17560381 </searchLink><i>NLM ISO Abbreviation: </i>BioData Min |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=42421084 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s13040-026-00583-9 Languages: – Code: eng Text: English Titles: – TitleFull: Cardio-respiratory deep learning model to predict hospital admission from emergency department electrocardiogram images and respiration videos: a prospective study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chen GY – PersonEntity: Name: NameFull: Lu SC – PersonEntity: Name: NameFull: Cheng WH – PersonEntity: Name: NameFull: Gao JW – PersonEntity: Name: NameFull: Sun JT – PersonEntity: Name: NameFull: Huang CH – PersonEntity: Name: NameFull: Tsai CL – PersonEntity: Name: NameFull: Fu LC IsPartOfRelationships: – BibEntity: Dates: – D: 08 M: 07 Text: 2026 Jul 08 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 1756-0381 Titles: – TitleFull: BioData mining Type: main |
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