Multimodal neural and behavioral data predict response to rehabilitation in chronic poststroke aphasia
Background: Poststroke recovery depends on multiple factors and varies greatly across
individuals. Using machine learning models, this study investigated the independent and …
individuals. Using machine learning models, this study investigated the independent and …
[HTML][HTML] Predicting recovery following stroke: Deep learning, multimodal data and feature selection using explainable AI
Abstract Machine learning offers great potential for automated prediction of post-stroke
symptoms and their response to rehabilitation. Major challenges for this endeavour include …
symptoms and their response to rehabilitation. Major challenges for this endeavour include …
Distinct brain morphometry patterns revealed by deep learning improve prediction of post-stroke aphasia severity
Background Emerging evidence suggests that post-stroke aphasia severity depends on the
integrity of the brain beyond the lesion. While measures of lesion anatomy and brain …
integrity of the brain beyond the lesion. While measures of lesion anatomy and brain …
A machine learning approach for predicting post-stroke aphasia recovery: A pilot study
The potential recovery of post-stroke aphasia is highly variable and the rehabilitation
outcomes are difficult to predict. This interdisciplinary collaboration builds on data collected …
outcomes are difficult to predict. This interdisciplinary collaboration builds on data collected …
Mortality prediction using data mining classification techniques in patients with hemorrhagic stroke
Stroke is a major health problem in Indonesia and the world, and the cause of disability and
death. Hemorrhagic stroke has a higher mortality rate compared to ischemic stroke. The …
death. Hemorrhagic stroke has a higher mortality rate compared to ischemic stroke. The …
Prediksi Risiko Kematian Pasien Stroke Perdarahan dengan menggunakan Teknik Klasifikasi Data Mining
Stroke is a major health problem in Indonesia and the world, and the cause of disability and
death. Hemorrhagic stroke has higher mortality rate compared to ischemic stroke. The …
death. Hemorrhagic stroke has higher mortality rate compared to ischemic stroke. The …