domain adaptation, dataset shift, model generalization in medical imaging, federated learning for healthcare AI
2024 – Present
self-supervised learning, representation learning, foundation models for vision, multimodal learning (image-text), weakly supervised learning
2022 – Present
computational pathology, digital pathology, whole-slide image analysis, deep learning for medical imaging, computer vision in histopathology
2015 – Present
Alzheimer’s disease pathology, Lewy body disease, neurodegeneration imaging biomarkers, AI for neuropathology
2013 – Present