Machine learning methods evaluation for identification of cognitive phenotypes in multiple sclerosis and their MRI correlates

BackgroundCognitive impairment (CI) is common in multiple sclerosis (MS) yet poorly captured by conventional disability scales. Although neuropsychological assessment and magnetic resonance imaging (MRI) are routinely used separately, there is no simple clinically applicable framework integrating co...

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Үндсэн зохиолчид:	Patrycja Romaniszyn-Kania, Weronika Galus, Julia Wyszomirska, Katarzyna Zawiślak-Fornagiel, Oskar Bożek, Daniel Ledwoń, Damian Kania, Aleksandra Tuszy, Joanna Siuda, Andrzej W. Mitas
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2026-07-01
Цуврал:	Frontiers in Neuroscience
Нөхцлүүд:	cognitive impairment cognitive profile modeling machine learning multiple sclerosis neurodegenerative diseases
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fnins.2026.1878685/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!