Explainable semi-supervised deep learning shows that dementia is associated with small, avocado-shaped clocks with irregularly placed hands.

Autor: Bandyopadhyay, Sabyasachi¹ (AUTHOR), Wittmayer, Jack² (AUTHOR), Libon, David J.³ (AUTHOR), Tighe, Patrick⁴ (AUTHOR), Price, Catherine⁵ (AUTHOR), Rashidi, Parisa¹ (AUTHOR) parisa.rashidi@bme.ufl.edu

Publikováno v: Scientific Reports. 5/6/2023, Vol. 13 Issue 1, p1-12. 12p.

FaIRClocks: Fair and Interpretable Representation of the Clock Drawing Test for mitigating classifier bias against lower educational groups.

Autor: Zhang J; Department of Electrical and Computer Engineering, University of Florida.; Perioperative Cognitive Anesthesia Network, University of Florida., Bandyopadhyay S; J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida.; Perioperative Cognitive Anesthesia Network, University of Florida., Kimmet F; Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida.; Department of Anesthesiology, College of Medicine, University of Florida., Wittmayer J; Intelligent Critical Care Center (IC3), University of Florida., Khezeli K; J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida.; Intelligent Critical Care Center (IC3), University of Florida., Libon DJ; Department of Anesthesiology, College of Medicine, University of Florida., Price CC; Department of Clinical and Health Psychology, College of Public Health and Health Professions, University of Florida.; Department of Anesthesiology, College of Medicine, University of Florida.; Perioperative Cognitive Anesthesia Network, University of Florida., Rashidi P; J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida.

Publikováno v: Research square [Res Sq] 2023 Oct 09. Date of Electronic Publication: 2023 Oct 09.