A project focused on automating discharge summaries from clinical electronic health records using Meditron-7B, featuring context window extension and dynamic information selection for optimal EHR summarization.
Disaster Change Captioning
Semester Project @EPFL NLP Lab
A project to detect disaster-driven changes in satellite images using multispectral data and geographic context.
Predict Biological Age from Brain Anatomical Volume Measurements using Subgrouping Models
Machine Learning (CS-433) @EPFL
Exploring the impact of cluster subgrouping models on biological age prediction using brain anatomical volume measurements.
Higgs Boson ML Challenge
Machine Learning (CS-433) @EPFL
An exploration of machine learning techniques for identifying Higgs boson generation events in CERN particle accelerator data.