Deep Learning
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).