Students Projects
Open Projects:
- Designing a Deep Learning model for temperature sensing
- Language Model Approach for Analyzing Medical Information in a VR Environment for Colorectal Surgery
- Development of a predictive model for postoperative BMI and related diseases
- Deep Learning for Automatization of Video-Analysis for Malaria Vector Behavioural Studies
- Incorporation of Uncertainty into Annotations for Deep Learning-based Image Segmentation How true is the “ground truth”?
- Investigating the impact of fiber sensing density on the performance of eFBG shape sensors
- Investigating the impact of bending-induced phenomena on the performance of eFBG shape sensors
- Project for Master’s thesis: Modulation of sleep spindles in healthy children compared to children with self-limited epilepsy with centrotemporal spikes (SeLECTS)
- Automated segmentation of the Liver in 4DMRI
- Improved Point Cloud Diffusion Models for Automatic Implant Generation
- AI-assisted ECG analysis for the Benefit of ED patients
- Development of a user-friendly Application for a machine learning algorithm to predict the need for Hospitalization in Emergency Department patients.
- Automated Detection of Trochlea Dysplasia in Knee MRI Images Using Deep Learning
- Deep learning-based calibration for spherical joint encoder.
- Development of a Deep Learning Model for Artifact Reduction in CBCT Images
- Diffusion models for Batch Style Transfer of Histology Images
- Domain-shift effects in real-world clinical data
- Strict shape preserving VAE sampling of human vertebrae
- Impact of different types of missing values on outcome prediction in Emergency Medicine
- AI Generation of Cerebral Perfusion Maps