Open Projects:
Master thesis: Multi-modal Image Registration for Challenging Tasks
Master Thesis: Alzheimer’s Disease Prediction
Master Thesis: Medical Image Segmentation
Master Thesis: Diabetes Prediction
Master Thesis: Analysis of the Human Cortex with Geometric Deep Learning
Finished Projects:
Master Thesis: Analysis of brain structure in premature-born adults
Master Thesis: Explaining Deep Survival Analysis Models for Heterogenous Data
Master Thesis: Deep Heterogeneous Neural Network for Alzheimer’s Disease Classification
Master Thesis: Anatomical Shape Analysis using Meshes
Master Thesis: Axiomatic Local Interpretability of Deep Neural Networks beyond Euclidean Data
Master Thesis: Uncertainty in Medical Image Analysis
Master Thesis: Neural Networks for Time-to-Event Analysis
Master Thesis: High-dimensional time-to-event prediction for Alzheimer’s disease prognosis
Master Thesis: Project and Excite Modules for Segmentation of Volumetric Medical Scans
Master Thesis: Few-Shot Segmentation for Medical Volumetric Scans
IDP: Serving pyTorch models via Web: Application to whole brain and retinal OCT segmentation
Master Thesis: Learning Fully Convolutional Networks on Sparsely Annotated Datasets
Master Thesis: Structural Abnormalities Preceding Adolescent Diagnoses of Depression and Anxiety