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Machine Learning to Predict Outcomes of Fetal Cardiac Disease: A Pilot Study.

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Title: Machine Learning to Predict Outcomes of Fetal Cardiac Disease: A Pilot Study.
Authors: Nield LE; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada. lynne.nield@sunnybrook.ca., Manlhiot C; Department of Pediatrics, Blalock-Taussig-Thomas Congenital Heart Center, Johns Hopkins University, Baltimore, MD, USA., Magor K; University of Toronto, Toronto, Canada., Freud L; The Hospital for Sick Children, Toronto, Canada., Chinni B; Department of Pediatrics, Blalock-Taussig-Thomas Congenital Heart Center, Johns Hopkins University, Baltimore, MD, USA., Ims A; Department of Pediatrics, Blalock-Taussig-Thomas Congenital Heart Center, Johns Hopkins University, Baltimore, MD, USA., Melamed N; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada., Nevo O; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada., Van Mieghem T; Department of Obstetrics and Gynaecology, Mount Sinai Hospital Toronto, University of Toronto, Toronto, Canada., Weisz D; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada., Ronzoni S; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.
Source: Pediatric cardiology [Pediatr Cardiol] 2025 Apr; Vol. 46 (4), pp. 895-901. Date of Electronic Publication: 2024 May 09.
Publication Type: Journal Article
Journal Info: Publisher: Springer Verlag Country of Publication: United States NLM ID: 8003849 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-1971 (Electronic) Linking ISSN: 01720643 NLM ISO Abbreviation: Pediatr Cardiol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Nield+LE%22">Nield LE</searchLink>; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada. lynne.nield@sunnybrook.ca.<br /><searchLink fieldCode="AU" term="%22Manlhiot+C%22">Manlhiot C</searchLink>; Department of Pediatrics, Blalock-Taussig-Thomas Congenital Heart Center, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Magor+K%22">Magor K</searchLink>; University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Freud+L%22">Freud L</searchLink>; The Hospital for Sick Children, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Chinni+B%22">Chinni B</searchLink>; Department of Pediatrics, Blalock-Taussig-Thomas Congenital Heart Center, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Ims+A%22">Ims A</searchLink>; Department of Pediatrics, Blalock-Taussig-Thomas Congenital Heart Center, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Melamed+N%22">Melamed N</searchLink>; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.<br /><searchLink fieldCode="AU" term="%22Nevo+O%22">Nevo O</searchLink>; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.<br /><searchLink fieldCode="AU" term="%22Van+Mieghem+T%22">Van Mieghem T</searchLink>; Department of Obstetrics and Gynaecology, Mount Sinai Hospital Toronto, University of Toronto, Toronto, Canada.<br /><searchLink fieldCode="AU" term="%22Weisz+D%22">Weisz D</searchLink>; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.<br /><searchLink fieldCode="AU" term="%22Ronzoni+S%22">Ronzoni S</searchLink>; Sunnybrook Health Sciences Centre, 2075 Bayview Avenue, Toronto, ON, M4N 3M5, Canada.
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              Text: 2025 Apr
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