Area of research
Signal Processing · Psychiatry and Mental health
Research interest
Research focused on Diffusion MRI and Artificial intelligence, with related work in Fractional anisotropy, Pattern recognition (psychology), Support vector machine. Notable publications include 'Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data', 'Combining DTI and MRI for the Automated Detection of Alzheimer’s Disease Using a Large European Multicenter Dataset', and 'P2–196: Predicting prodromal Alzheimer's disease in people with mild cognitive impairment using multicenter diffusion‐tensor imaging data and machine learning algorithms'.
Robust Automated Detection of Microstructural White Matter Degeneration in Alzheimer’s Disease Using Machine Learning Classification of Multicenter DTI Data
P2–196: Predicting prodromal Alzheimer's disease in people with mild cognitive impairment using multicenter diffusion‐tensor imaging data and machine learning algorithms
Combining DTI and MRI for the Automated Detection of Alzheimer’s Disease Using a Large European Multicenter Dataset
P2‐234: Automatic detection of Alzheimer's disease in multicenter DTI data
IC‐P‐036: Automatic detection of Alzheimer's disease in multicenter diffusion tensor imaging data