HNTS-MRG24 MICCAI Challenge - 1st Place, Task 1
Published:
Head and neck tumor segmentation in MRI-guided radiotherapy, using nnUNet and MedNeXt with multi-level ensembling. 1st place, Task 1 (pre-radiotherapy segmentation).
Projects
Privacy-Preserving Machine Learning
Published:
Implementing the SISA algorithm to improve model security and accuracy while addressing Machine Unlearning.
EEG Signal Analysis for Pattern Recognition
Published:
Classifying emotional responses to VR movies from EEG signals, using evolutionary feature selection and MLP/RBF neural networks.
EEG Biomarker Analysis for Alzheimer’s Disease
Published:
Investigating Phase Locking Value and phase-amplitude coupling during olfactory stimulation as EEG biomarkers for Alzheimer’s Disease.