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A Pilot Study Using Machine-learning Algorithms and Wearable Technology for the Early Detection of Postoperative Complications After Cardiothoracic Surgery.

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Title: A Pilot Study Using Machine-learning Algorithms and Wearable Technology for the Early Detection of Postoperative Complications After Cardiothoracic Surgery.
Authors: Beqari J; Department of Surgery, Massachusetts General Hospital, Boston, MA., Powell JR; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Nutrition, Case Western Reserve University, Cleveland, OH., Hurd J; Department of Surgery, Massachusetts General Hospital, Boston, MA., Potter AL; Department of Surgery, Massachusetts General Hospital, Boston, MA., McCarthy ML; Department of Surgery, Massachusetts General Hospital, Boston, MA., Srinivasan D; Department of Surgery, Massachusetts General Hospital, Boston, MA., Wang D; Department of Surgery, Massachusetts General Hospital, Boston, MA., Cranor J; Department of Surgery, Massachusetts General Hospital, Boston, MA., Zhang L; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH., Webster K; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH., Kim J; Department of Surgery, Massachusetts General Hospital, Boston, MA., Rosenstein A; Department of Surgery, Massachusetts General Hospital, Boston, MA., Zheng Z; Department of Surgery, Massachusetts General Hospital, Boston, MA., Lin TH; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, OH., Fang Z; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, OH., Zhang Y; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH., Anderson A; Department of Surgery, Massachusetts General Hospital, Boston, MA., Madsen J; Department of Surgery, Massachusetts General Hospital, Boston, MA., Anderson J; Department of Surgery, Massachusetts General Hospital, Boston, MA., Clark A; Department of Surgery, Massachusetts General Hospital, Boston, MA., Yang ME; Department of Surgery, Massachusetts General Hospital, Boston, MA., Nurko A; Department of Surgery, Massachusetts General Hospital, Boston, MA., Li J; Department of Biochemistry, Case Western Reserve University, Cleveland, OH., El-Jawahri AR; Department of Medicine, Massachusetts General Hospital, Boston, MA., Sundt TM; Department of Surgery, Massachusetts General Hospital, Boston, MA., Melnitchouk S; Department of Surgery, Massachusetts General Hospital, Boston, MA., Jassar AS; Department of Surgery, Massachusetts General Hospital, Boston, MA., D'Alessandro D; Department of Surgery, Massachusetts General Hospital, Boston, MA., Panda N; Department of Surgery, Massachusetts General Hospital, Boston, MA., Schumacher LY; Department of Surgery, Massachusetts General Hospital, Boston, MA., Wright CD; Department of Surgery, Massachusetts General Hospital, Boston, MA., Auchincloss HG; Department of Surgery, Massachusetts General Hospital, Boston, MA., Sachdeva UM; Department of Surgery, Massachusetts General Hospital, Boston, MA., Lanuti M; Department of Surgery, Massachusetts General Hospital, Boston, MA., Colson YL; Department of Surgery, Massachusetts General Hospital, Boston, MA., Langer NB; Department of Surgery, Massachusetts General Hospital, Boston, MA., Osho A; Department of Surgery, Massachusetts General Hospital, Boston, MA., Yang CJ; Department of Surgery, Massachusetts General Hospital, Boston, MA., Li X; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, OH.
Source: Annals of surgery [Ann Surg] 2025 Mar 01; Vol. 281 (3), pp. 514-521. Date of Electronic Publication: 2024 Mar 14.
Publication Type: Journal Article; Observational Study
Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 0372354 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1528-1140 (Electronic) Linking ISSN: 00034932 NLM ISO Abbreviation: Ann Surg Subsets: MEDLINE
Database: MEDLINE Ultimate
FullText Text:
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An: 38482684
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PubType: Academic Journal
PubTypeId: academicJournal
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  Data: A Pilot Study Using Machine-learning Algorithms and Wearable Technology for the Early Detection of Postoperative Complications After Cardiothoracic Surgery.
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  Data: <searchLink fieldCode="AU" term="%22Beqari+J%22">Beqari J</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Powell+JR%22">Powell JR</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Nutrition, Case Western Reserve University, Cleveland, OH.<br /><searchLink fieldCode="AU" term="%22Hurd+J%22">Hurd J</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Potter+AL%22">Potter AL</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22McCarthy+ML%22">McCarthy ML</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Srinivasan+D%22">Srinivasan D</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Wang+D%22">Wang D</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Cranor+J%22">Cranor J</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.<br /><searchLink fieldCode="AU" term="%22Webster+K%22">Webster K</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.<br /><searchLink fieldCode="AU" term="%22Kim+J%22">Kim J</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Rosenstein+A%22">Rosenstein A</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Zheng+Z%22">Zheng Z</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Lin+TH%22">Lin TH</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, OH.<br /><searchLink fieldCode="AU" term="%22Fang+Z%22">Fang Z</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, OH.<br /><searchLink fieldCode="AU" term="%22Zhang+Y%22">Zhang Y</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.<br /><searchLink fieldCode="AU" term="%22Anderson+A%22">Anderson A</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Madsen+J%22">Madsen J</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Anderson+J%22">Anderson J</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Clark+A%22">Clark A</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Yang+ME%22">Yang ME</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Nurko+A%22">Nurko A</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Li+J%22">Li J</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.<br /><searchLink fieldCode="AU" term="%22El-Jawahri+AR%22">El-Jawahri AR</searchLink>; Department of Medicine, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Sundt+TM%22">Sundt TM</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Melnitchouk+S%22">Melnitchouk S</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Jassar+AS%22">Jassar AS</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22D'Alessandro+D%22">D'Alessandro D</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Panda+N%22">Panda N</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Schumacher+LY%22">Schumacher LY</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Wright+CD%22">Wright CD</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Auchincloss+HG%22">Auchincloss HG</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Sachdeva+UM%22">Sachdeva UM</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Lanuti+M%22">Lanuti M</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Colson+YL%22">Colson YL</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Langer+NB%22">Langer NB</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Osho+A%22">Osho A</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Yang+CJ%22">Yang CJ</searchLink>; Department of Surgery, Massachusetts General Hospital, Boston, MA.<br /><searchLink fieldCode="AU" term="%22Li+X%22">Li X</searchLink>; Department of Biochemistry, Case Western Reserve University, Cleveland, OH.; Center for RNA Science and Therapeutics, Case Western Reserve University, Cleveland, OH.; Department of Computer and Data Sciences, Case Western Reserve University, Cleveland, OH.
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  Data: <searchLink fieldCode="JN" term="%220372354%22">Annals of surgery</searchLink> [Ann Surg] 2025 Mar 01; Vol. 281 (3), pp. 514-521. <i>Date of Electronic Publication: </i>2024 Mar 14.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Lippincott+Williams+%26+Wilkins%22">Lippincott Williams & Wilkins </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0372354 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1528-1140 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200034932%22">00034932 </searchLink><i>NLM ISO Abbreviation: </i>Ann Surg <i>Subsets: </i>MEDLINE
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