3 papers
cs.LG2026
GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting
Baiying Lu, Zhaohui Liang, Ryan Pontius +2
Blood glucose forecasting models are foundational for modern diabetes management systems, as reliable short-term predictions can enable proactive interventions, support automated i…
cs.CV2026
Multi-task Cross-modal Learning for Chest X-ray Image Retrieval
Zhaohui Liang, Sivaramakrishnan Rajaraman, Niccolo Marini +2
CLIP and BiomedCLIP are examples of vision-language foundation models and offer strong cross-modal embeddings; however, they are not optimized for fine-grained medical retrieval ta…
cs.AI2025
Evaluating Strategies for Synthesizing Clinical Notes for Medical Multimodal AI
Niccolo Marini, Zhaohui Liang, Sivaramakrishnan Rajaraman +2
Multimodal (MM) learning is emerging as a promising paradigm in biomedical artificial intelligence (AI) applications, integrating complementary modality, which highlight different…