2 papers
stat.ML2025
Few-Shot Multimodal Medical Imaging: A Theoretical Framework
Md Talha Mohsin, Ismail Abdulrashid
Medical imaging often operates under limited labeled data, especially in rare disease and low resource clinical environments. Existing multimodal and meta learning approaches impro…
cs.LG2025
Multimodal Foundation Models for Early Disease Detection
Md Talha Mohsin, Ismail Abdulrashid
Healthcare data now span EHRs, medical imaging, genomics, and wearable sensors, but most diagnostic models still process these modalities in isolation. This limits their ability to…