Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning

J Wen, M Antoniades, Z Yang, G Hwang… - Biological …, 2024 - Elsevier
Abstract Machine learning has been increasingly used to obtain individualized
neuroimaging signatures for disease diagnosis, prognosis, and response to treatment in …

Analyzing Disease Heterogeneity via Weakly-Supervised Deep Learning

Z Yang - 2024 - search.proquest.com
Heterogeneity of brain diseases poses significant challenges for precision medicine. While a
plethora of machine learning methods have been applied to imaging data, enabling the …