Python
Brain Segmentation (Deep Learning)
Brain tissue segmentation from MRI comparing atlas-based and deep learning approaches.
Operative Difficulty Assessment
Predicting operative difficulty from cholecystectomy videos using CNN, Transformer, and RNN models. Master thesis (MAIA, 2024).
Brain Segmentation (EM Algorithm)
Brain tissue segmentation using the EM algorithm with probabilistic atlases.
DHM Fourier Viewer
Real-time viewer for off-axis digital holographic microscopy with live Fourier spectrum display and interactive diffraction order selection.
Skin Cancer Classification
Binary and 3-class skin cancer classification using a traditional ML pipeline (no deep learning).