Výsledky vyhledávání - "Relevance factor variational autoencoder"

Developing a fair and interpretable representation of the clock drawing test for mitigating low education and racial bias

Autoři: Jiaqing Zhang Sabyasachi Bandyopadhyay Faith Kimmet a další

Zdroj: Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)

Témata: AI Fairness, Semi-supervised deep learning, Relevance factor variational autoencoder, Mini-mental state examination, Attention, Memory, Medicine, Science

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2045-2322

Přístupová URL adresa: https://doaj.org/article/debc7f1b53414c13b7951f793386fe4a

A vision transformer approach for fully automated and scalable dementia screening using clock drawing test images.

Autoři: Bone, Michael B. Freedman, Morris Black, Sandra E. a další

Zdroj: Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring; Jul-Sep2025, Vol. 17 Issue 3, p1-10, 10p

Témata: DEMENTIA, IMAGE analysis, MEDICAL screening, DIAGNOSTIC services, DEEP learning, COGNITIVE testing, TRANSFORMER models

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

Autoři: Bandyopadhyay, Sabyasachi Wittmayer, Jack Libon, David J. a další

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

Témata: SUPERVISED learning, CLOCKS & watches, DEEP learning, AVOCADO, DEMENTIA, RECEIVER operating characteristic curves, CIRCADIAN rhythms

A vision transformer approach for fully automated and scalable dementia screening using clock drawing test images

Autoři: Michael B. Bone Morris Freedman Sandra E. Black a další

Zdroj: Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring, Vol 17, Iss 3, Pp n/a-n/a (2025)

Témata: clock drawing test, cognitive assessment, deep learning, dementia screening, vision transformer, Neurology. Diseases of the nervous system, RC346-429, Geriatrics, RC952-954.6

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2352-8729

Přístupová URL adresa: https://doaj.org/article/200e34195d834d818ddc324fb276fc84

Developing a fair and interpretable representation of the clock drawing test for mitigating low education and racial bias.

Autoři: Zhang, Jiaqing Bandyopadhyay, Sabyasachi Kimmet, Faith a další

Zdroj: Scientific Reports; 7/29/2024, Vol. 14 Issue 1, p1-13, 13p

Témata: SUPERVISED learning, FALSE positive error, MINI-Mental State Examination, MEDICAL screening, RACISM

Using digital assessment technology to detect neuropsychological problems in primary care settings.

Autoři: Libon, David J. Matusz, Emily Frances Cosentino, Stephanie a další

Zdroj: Frontiers in Psychology; 2023, p01-12, 12p

Témata: PSYCHOLOGICAL distress, TECHNOLOGY assessment, RECOLLECTION (Psychology), PRIMARY care, DIGITAL technology, MEDICAL specialties & specialists

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

Autoři: Zhang, Jiaqing Bandyopadhyay, Sabyasachi Kimmet, Faith a další

Zdroj: Res Sq

Témata: Article

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/37886534