On the reliability of deep learning-based classification for Alzheimer’s disease: Multi-cohorts, multi-vendors, multi-protocols, and head-to-head validation

Structural changes in the brain due to Alzheimer’s disease dementia (ADD) can be observed through brain T1-weighted magnetic resonance imaging (MRI) images. Many ADD diagnostic studies using brain MRI images have been conducted with machine-learning and deep-learning models. Although reliability is...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Yeong-Hun Song, Jun-Young Yi, Young Noh, Hyemin Jang, Sang Won Seo, Duk L. Na, Joon-Kyung Seong
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2022-09-01
Цуврал:	Frontiers in Neuroscience
Нөхцлүүд:	Alzheimer’s disease multi-cohort validation structural magnetic resonance imaging deep learning reliability clinical application
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fnins.2022.851871/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!