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Predicting Successful Chronic Total Occlusion Crossing With Primary Antegrade Wiring Using Machine Learning.

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Title: Predicting Successful Chronic Total Occlusion Crossing With Primary Antegrade Wiring Using Machine Learning.
Authors: Rempakos A; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Alexandrou M; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Mutlu D; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Kalyanasundaram A; The Promed Hospital, Chennai, India., Ybarra LF; London Health Sciences Centre, Western University, London, Ontario, Canada., Bagur R; London Health Sciences Centre, Western University, London, Ontario, Canada., Choi JW; Texas Health Presbyterian Hospital, Dallas, Texas, USA., Poommipanit P; University Hospitals, Case Western Reserve University, Cleveland, Ohio, USA., Khatri JJ; Cleveland Clinic, Cleveland, Ohio, USA., Young L; Cleveland Clinic, Cleveland, Ohio, USA., Davies R; WellSpan York Hospital, York, Pennsylvania, USA., Benton S; WellSpan York Hospital, York, Pennsylvania, USA., Gorgulu S; Biruni University Medical School, Istanbul, Turkey., Jaffer FA; Massachusetts General Hospital, Boston, Massachusetts, USA., Chandwaney R; Oklahoma Heart Institute, Tulsa, Oklahoma, USA., Jaber W; Emory University Hospital Midtown, Atlanta, Georgia, USA., Rinfret S; Emory University Hospital Midtown, Atlanta, Georgia, USA., Nicholson W; Emory University Hospital Midtown, Atlanta, Georgia, USA., Azzalini L; Division of Cardiology, Department of Medicine, University of Washington, Seattle, Washington, USA., Kearney KE; Division of Cardiology, Department of Medicine, University of Washington, Seattle, Washington, USA., Alaswad K; Henry Ford Cardiovascular Division, Detroit, Michigan, USA., Basir MB; Henry Ford Cardiovascular Division, Detroit, Michigan, USA., Krestyaninov O; Meshalkin Novosibirsk Research Institute, Novosibirsk, Russia., Khelimskii D; Meshalkin Novosibirsk Research Institute, Novosibirsk, Russia., Abi-Rafeh N; North Oaks Health System, Hammond, Louisiana, USA., Elguindy A; Aswan Heart Center, Magdi Yacoub Foundation, Cairo, Egypt., Goktekin O; Memorial Bahcelievler Hospital, Istanbul, Turkey., Aygul N; Selcuk University, Konya, Turkey., Rangan BV; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Mastrodemos OC; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Al-Ogaili A; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Sandoval Y; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Burke MN; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA., Brilakis ES; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA. Electronic address: esbrilakis@gmail.com.
Source: JACC. Cardiovascular interventions [JACC Cardiovasc Interv] 2024 Jul 22; Vol. 17 (14), pp. 1707-1716. Date of Electronic Publication: 2024 Jul 03.
Publication Type: Journal Article; Multicenter Study; Validation Study
Journal Info: Publisher: Elsevier Country of Publication: United States NLM ID: 101467004 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1876-7605 (Electronic) Linking ISSN: 19368798 NLM ISO Abbreviation: JACC Cardiovasc Interv Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Rempakos+A%22">Rempakos A</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Alexandrou+M%22">Alexandrou M</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Mutlu+D%22">Mutlu D</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Kalyanasundaram+A%22">Kalyanasundaram A</searchLink>; The Promed Hospital, Chennai, India.<br /><searchLink fieldCode="AU" term="%22Ybarra+LF%22">Ybarra LF</searchLink>; London Health Sciences Centre, Western University, London, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Bagur+R%22">Bagur R</searchLink>; London Health Sciences Centre, Western University, London, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Choi+JW%22">Choi JW</searchLink>; Texas Health Presbyterian Hospital, Dallas, Texas, USA.<br /><searchLink fieldCode="AU" term="%22Poommipanit+P%22">Poommipanit P</searchLink>; University Hospitals, Case Western Reserve University, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Khatri+JJ%22">Khatri JJ</searchLink>; Cleveland Clinic, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Young+L%22">Young L</searchLink>; Cleveland Clinic, Cleveland, Ohio, USA.<br /><searchLink fieldCode="AU" term="%22Davies+R%22">Davies R</searchLink>; WellSpan York Hospital, York, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Benton+S%22">Benton S</searchLink>; WellSpan York Hospital, York, Pennsylvania, USA.<br /><searchLink fieldCode="AU" term="%22Gorgulu+S%22">Gorgulu S</searchLink>; Biruni University Medical School, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Jaffer+FA%22">Jaffer FA</searchLink>; Massachusetts General Hospital, Boston, Massachusetts, USA.<br /><searchLink fieldCode="AU" term="%22Chandwaney+R%22">Chandwaney R</searchLink>; Oklahoma Heart Institute, Tulsa, Oklahoma, USA.<br /><searchLink fieldCode="AU" term="%22Jaber+W%22">Jaber W</searchLink>; Emory University Hospital Midtown, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Rinfret+S%22">Rinfret S</searchLink>; Emory University Hospital Midtown, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Nicholson+W%22">Nicholson W</searchLink>; Emory University Hospital Midtown, Atlanta, Georgia, USA.<br /><searchLink fieldCode="AU" term="%22Azzalini+L%22">Azzalini L</searchLink>; Division of Cardiology, Department of Medicine, University of Washington, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Kearney+KE%22">Kearney KE</searchLink>; Division of Cardiology, Department of Medicine, University of Washington, Seattle, Washington, USA.<br /><searchLink fieldCode="AU" term="%22Alaswad+K%22">Alaswad K</searchLink>; Henry Ford Cardiovascular Division, Detroit, Michigan, USA.<br /><searchLink fieldCode="AU" term="%22Basir+MB%22">Basir MB</searchLink>; Henry Ford Cardiovascular Division, Detroit, Michigan, USA.<br /><searchLink fieldCode="AU" term="%22Krestyaninov+O%22">Krestyaninov O</searchLink>; Meshalkin Novosibirsk Research Institute, Novosibirsk, Russia.<br /><searchLink fieldCode="AU" term="%22Khelimskii+D%22">Khelimskii D</searchLink>; Meshalkin Novosibirsk Research Institute, Novosibirsk, Russia.<br /><searchLink fieldCode="AU" term="%22Abi-Rafeh+N%22">Abi-Rafeh N</searchLink>; North Oaks Health System, Hammond, Louisiana, USA.<br /><searchLink fieldCode="AU" term="%22Elguindy+A%22">Elguindy A</searchLink>; Aswan Heart Center, Magdi Yacoub Foundation, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Goktekin+O%22">Goktekin O</searchLink>; Memorial Bahcelievler Hospital, Istanbul, Turkey.<br /><searchLink fieldCode="AU" term="%22Aygul+N%22">Aygul N</searchLink>; Selcuk University, Konya, Turkey.<br /><searchLink fieldCode="AU" term="%22Rangan+BV%22">Rangan BV</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Mastrodemos+OC%22">Mastrodemos OC</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Al-Ogaili+A%22">Al-Ogaili A</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Sandoval+Y%22">Sandoval Y</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Burke+MN%22">Burke MN</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA.<br /><searchLink fieldCode="AU" term="%22Brilakis+ES%22">Brilakis ES</searchLink>; Minneapolis Heart Institute and Minneapolis Heart Institute Foundation, Abbott Northwestern Hospital, Minneapolis, Minnesota, USA. Electronic address: esbrilakis@gmail.com.
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  Data: <searchLink fieldCode="JN" term="%22101467004%22">JACC. Cardiovascular interventions</searchLink> [JACC Cardiovasc Interv] 2024 Jul 22; Vol. 17 (14), pp. 1707-1716. <i>Date of Electronic Publication: </i>2024 Jul 03.
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