https://wenruifan.github.io/tags/research-notes/Research NotesHugoBlox Kit (https://hugoblox.com)en-usWed, 05 Aug 2026 12:00:00 +0100https://wenruifan.github.io/media/icon_hu_75a089107c6a8eba.pnghttps://wenruifan.github.io/tags/research-notes/https://wenruifan.github.io/blog/welcome-research-notes/Wed, 05 Aug 2026 12:00:00 +0100https://wenruifan.github.io/blog/welcome-research-notes/<p>Welcome to my research notes. I will use this space to share project updates, practical lessons from building multimodal machine-learning systems, and reflections on reproducible AI research.</p> <p>My current interests include medical AI, multimodal representation learning, computer vision, foundation models, and AI for scientific discovery. Publications and longer-term work are collected on the and pages.</p>https://wenruifan.github.io/blog/foundation-models-neuropathic-pain/Mon, 03 Mar 2025 12:00:00 +0000https://wenruifan.github.io/blog/foundation-models-neuropathic-pain/<p>Neuropathic pain is difficult to treat, and data scarcity makes it challenging to train high-capacity models for drug-response prediction. Our work studies how foundation models can transfer knowledge from larger, pain-agnostic datasets into small, pain-specific neuroimaging cohorts.</p> <p>The resulting framework combines multimodal information within the target cohort with representations learned from external fMRI data. The paper is available on .</p>