Dr. Lin's main research focus is on artificial intelligence in medical image analysis, encompassing segmentation, diagnosis, prognosis, and biomarker identification. Additionally, he is interested in multimodal biomedical studies that utilize text, images, clinical variables, and gene data for various tasks. He aims to develop advanced models that prioritize fairness, robustness, and explainability to enhance patient outcomes.