I enjoy making things. Here are a selection of projects that I have worked on over the years.
A multi-center machine learning framework for patient-level classification of Hodgkin and non-Hodgkin lymphoma from baseline FDG-PET imaging. The project represents patients as …
Fourier Shape Representation is a repository and research project focused on using Fourier-based techniques to represent and analyze shapes in images. The project implements …
Extremal Contours is an algorithmic explainable AI method for extracting compact, smooth, and interpretable visual explanations from deep vision models. The method represents …
A self-supervised contrastive learning framework for 3D medical image segmentation using overlap-aware patch sampling. The framework improves representation learning by explicitly …
A computer vision–based system for estimating heart rate from facial RGB videos without physical contact. The project combines multi-color-space PPG extraction, amplitude variation …