Machine-learning to stratify diabetic patients using novel cardiac biomarkers and integrative genomics.

Autor: Hathaway QA; Division of Exercise Physiology, West Virginia University School of Medicine, PO Box 9227, 1 Medical Center Drive, Morgantown, WV, 26505, USA.; Mitochondria, Metabolism & Bioenergetics Working Group, West Virginia University School of Medicine, Morgantown, WV, 26505, USA., Roth SM; Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, 26505, USA., Pinti MV; West Virginia University School of Pharmacy, Morgantown, WV, 26505, USA., Sprando DC; West Virginia University School of Medicine, Morgantown, WV, 26505, USA., Kunovac A; Division of Exercise Physiology, West Virginia University School of Medicine, PO Box 9227, 1 Medical Center Drive, Morgantown, WV, 26505, USA.; Mitochondria, Metabolism & Bioenergetics Working Group, West Virginia University School of Medicine, Morgantown, WV, 26505, USA., Durr AJ; Division of Exercise Physiology, West Virginia University School of Medicine, PO Box 9227, 1 Medical Center Drive, Morgantown, WV, 26505, USA.; Mitochondria, Metabolism & Bioenergetics Working Group, West Virginia University School of Medicine, Morgantown, WV, 26505, USA., Cook CC; Cardiovascular and Thoracic Surgery, West Virginia University School of Medicine, Morgantown, WV, 26505, USA., Fink GK; Division of Exercise Physiology, West Virginia University School of Medicine, PO Box 9227, 1 Medical Center Drive, Morgantown, WV, 26505, USA., Cheuvront TB; Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, 26505, USA., Grossman JH; Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, 26505, USA., Aljahli GA; Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, 26505, USA., Taylor AD; Division of Exercise Physiology, West Virginia University School of Medicine, PO Box 9227, 1 Medical Center Drive, Morgantown, WV, 26505, USA.; Mitochondria, Metabolism & Bioenergetics Working Group, West Virginia University School of Medicine, Morgantown, WV, 26505, USA., Giromini AP; West Virginia University School of Medicine, Morgantown, WV, 26505, USA., Allen JL; Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, 26505, USA., Hollander JM; Division of Exercise Physiology, West Virginia University School of Medicine, PO Box 9227, 1 Medical Center Drive, Morgantown, WV, 26505, USA. jhollander@hsc.wvu.edu.; Mitochondria, Metabolism & Bioenergetics Working Group, West Virginia University School of Medicine, Morgantown, WV, 26505, USA. jhollander@hsc.wvu.edu.

Publikováno v: Cardiovascular diabetology [Cardiovasc Diabetol] 2019 Jun 11; Vol. 18 (1), pp. 78. Date of Electronic Publication: 2019 Jun 11.