Bogunović Lab

Research topics

Explore our work in medical image analysis. Hover for a quick look, click for curated publications pertaining to the subject.

Longitudinal Research

Temporal modeling Cohort follow-up

Disease Progression Modeling

Trajectory prediction Clinical staging

Domain Adaptation

Cross-device generalization Distribution shift

Image Classification and Explainable AI

Saliency mapping Diagnostic transparency

Image Quality Assessment

Artifact detection Signal reliability

Image Segmentation

Pixel-level delineation Anatomical boundaries

Longitudinal Imaging Representation Learning

Sequence embeddings Change encoding

Multimodal Representation Learning

Cross-modal fusion Joint embeddings