| Title | Type | Start/end date | Student | Primary supervisor |
|---|
| Multimodal Gesture Classification in Artwork Images | MA thesis | March 1, 2024 - September 1, 2024 | Azhar Hussian | Mathias Zinnen |
| CFD Simulation for Blood Flow in Embolization Procedures | MA thesis | June 1, 2024 - November 30, 2024 | Victoria Alejandra Rincon Guevara | Noah Maul |
| A disentangled representation strategy to enhance multi-organ segmentation in CT using multiple datasets | MA thesis | February 1, 2024 - August 1, 2024 | Tianyi Wang | Chang Liu |
| Deep Learning for Glioma Survival Prediction | MA thesis | April 1, 2024 - September 30, 2024 | Ameni Gatri | Ahmed Gomaa (Uniklinikum Erlangen) |
| Estimation of 3D Implant Pose and Position from 2D X-Ray Images using Transformer Networks | MA thesis | March 1, 2024 - September 1, 2024 | Maximilian Wagner | Maximilian Rohleder |
| Deep Learning for Bias Field Correction in MRI Scans | MA thesis | June 1, 2024 - November 30, 2024 | Tobias Krieg | Laura Pfaff |
| Spoken Language Identification for Hearing Aids | MA thesis | February 23, 2024 - August 23, 2024 | Mahmoud G. A. Sanad | Andreas Maier |
| Deep Learning-Based Breast Density Categorization in Asian Women | MA thesis | December 15, 2023 - June 15, 2024 | Deepak Bhatia | Adarsh Bhandary Panambur, M.Sc. |
| Improvements in SSL image-text learnings on CXR images | MA thesis | March 1, 2024 - August 1, 2024 | Prakhar Bharadwaj | Sheethal Bhat |
| Deep Learning based Collimator Detection | MA thesis | December 1, 2023 - June 1, 2024 | Benjamin El-Zein | Maximilian Rohleder |
| Understanding Odor Descriptors through Advanced NLP Models and Semantic Scores | MA thesis | February 23, 2024 - August 23, 2024 | Fatma Mami | Andreas Maier |
| Explainable Predictive Maintenance: Forecasting and Anomaly Detection of Diagnostic Trouble Codes for Truck Fleet Management | MA thesis | March 1, 2024 - August 31, 2024 | Aman Qureshi | Adithya Ramachandran |
| Attention Artifact! Misalignment and artifact detection using deep learning and augmentation | MA thesis | January 1, 1970 - January 1, 1970 | | Andreas Maier |
| Deep Learning-Driven Approaches for Optimizing Accuracy and Inference Speed in Compact Segmentation Models on Edge Devices | MA thesis | October 1, 2023 - March 31, 2024 | Debarchan Chatterjee | Hakan Calim |
| Automatic detection of Bronchoscopes on x-ray images | MA thesis | March 1, 2024 - August 31, 2024 | Maryam Parvin | Maximilian Rohleder |
| Scamming Scammers using Large Language Models | MA thesis | January 1, 1970 - January 1, 1970 | | Linda-Sophie Schneider |
| Towards Automated Learning-based Image Quality Prediction of Cone-Beam CT Reconstructions from few Scout Images for Metal Artifact Avoidance | MA thesis | February 12, 2024 - August 12, 2024 | Nicolas Clemens Münster | Maximilian Rohleder |
| AI-based Pavement Recognition System for Vehicle Road Infrastructure | MA thesis | January 15, 2024 - January 15, 2024 | Al-Schameri, Osama | Hakan Calim |
| Synthetic data creation of defect images for CNN training using GAN | MA thesis | January 1, 2024 - July 1, 2024 | Asheer Ali | Andreas Maier |
| End-to-end detection and 3D localization of implants from multi-view images for surgical CBCT metal artifact avoidance | MA thesis | January 1, 2024 - July 1, 2024 | Max Wagner | Maximilian Rohleder |
| Detection of Pancreatic Duct in Computed Tomography | MA thesis | May 1, 2024 - October 31, 2024 | Jie Yi Tan | Leonhard Rist |
| Advanced Machine Learning Techniques for Data-Driven Monitoring of Coil Winding Processes in Electric Motor Manufacturing | MA thesis | January 1, 1970 - January 1, 1970 | Julian Oelhaf | Siming Bayer |
| Comparative analysis of word representations in LLMs using BERT and LSTM architecture | MA thesis | February 1, 2024 - August 1, 2024 | Chitra Ahuja | Dr. rer. nat. Achim Schilling |
| Leakage Detection and Modeling in Water Distribution Systems | MA thesis | July 1, 2023 - December 31, 2023 | Md Muztaba Ahbab | Adithya Ramachandran |
| Graph Neural Networks in Pathological Speech | MA thesis | January 1, 1970 - January 1, 1970 | | Paula Andrea Pérez-Toro, M. Sc. |
| Intensity Grading Using 3D Feature Classification with fMRI Images using Deep-Learning Approach | MA thesis | December 1, 2023 - May 31, 2024 | Nilam Rajak | Prof. Dr. rer. nat. Andreas Hess |
| Quantum Machine Learning Techniques in Medical Image Classification: Simulation and Hardware | MA thesis | December 1, 2023 - June 1, 2024 | Karlo Gabriel Fonseca Yakovenko | Merlin Nau |
| Data Encoding, Parameterization and Generalization of Quantum Machine Learning for Medical Imaging | MA thesis | December 1, 2023 - June 1, 2024 | Leyi Tang | Merlin Nau |
| A Deep Learning-Based Approach to Analyze Speech of Children with Cleft Lip and Palate | MA thesis | December 7, 2023 - June 7, 2024 | Marta López-Brea García | Andreas Maier |
| Object Detection of more than 100,000 Industrial Parts | MA thesis | January 1, 2024 - July 1, 2024 | Parteek Parteek | Vincent Christlein |
| Deep Learning-based Balloon Marker Detection from Angiography Data | MA thesis | December 1, 2023 - May 1, 2024 | Fateme Atayi | Felix Denzinger (Siemens Healthineers AG) |
| Generalizable X-Ray View Synthesis | MA thesis | December 1, 2023 - June 30, 2024 | André Schäfer | Noah Maul |
| Creation of a Workflow Troubleshoot Companion for Magnetic Resonance Imaging Systems using Large Language Models | MA thesis | October 9, 2023 - April 9, 2024 | Benjamin Geissler | Tobias Wuerfl (Siemens Healthineers) |
| Fitting a 2D to 3D Transformation with Neural Fields for Vessel Unfolding | MA thesis | January 2, 2024 - June 30, 2024 | Anna-Sophie Stephan | Leonhard Rist |
| Refining Image Segmentation on the BRATS Challenge 2023 | MA thesis | November 1, 2023 - April 30, 2024 | Andreas Horlbeck | Luis Carlos Rivera Monroy, M. Sc. |
| Spatiotemporal Denoising in Time Resolved Computed Tomography | MA thesis | November 20, 2023 - May 15, 2024 | Simon Schmidt | Annette Schwarz |
| Cross-validation of Network Architectures and Taining Data for Learning-based X-ray Scatter Estimation | MA thesis | December 1, 2023 - June 1, 2024 | Zaina Hussein | Noah Maul |
| Pretraining Transformers For Predictive Maintenance In Manufacturing | MA thesis | November 15, 2023 - May 15, 2024 | Anuj Mehta | Andreas Maier |
| Reinforcement learning to learn mean average precision learning | MA thesis | December 1, 2023 - June 1, 2024 | Murali Hemanna | Vincent Christlein |
| Killer Whale Localization using Deep Learning | MA thesis | December 1, 2023 - June 1, 2024 | Mohit Kumar | Alexander Barnhill |
| Detection and Tracking of Killer Whale Scarring Patterns using Deep Learning | MA thesis | November 15, 2023 - May 15, 2024 | Tim Rörup | Alexander Barnhill |
| Deep Learning based Vascular Contouring in Photon-Counting Computed Tomography | MA thesis | November 2, 2023 - April 30, 2024 | Paul Hannes Zech | Alexander Katzmann (Siemens Healthineers Forchheim) |
| Unsupervised Domain Adaptation Using Contrastive Learning for Multi-modal Cardiac MR Segmentation | MA thesis | November 15, 2023 - May 15, 2024 | Mingcheng Fan | Mingxuan Gu |
| Style Transfer on Simulated Mouse Tibia Based on Deep Neural Networks | MA thesis | November 1, 2023 - May 1, 2024 | Chao Luo | Mingxuan Gu |
| Deep Learning Computed Tomography based on the Defrise and Clack Algorithm for Specific CBCT Orbits | MA thesis | December 1, 2023 - May 31, 2024 | Chengze Ye | Linda-Sophie Schneider |
| Using Reinforcement Learning for Robotic Movement Planning | MA thesis | January 1, 1970 - January 1, 1970 | Junyan Peng | Linda-Sophie Schneider |
| Enterprise-GPT: Benchmarking and re-purposing Open-Source LLMs for Data Security and Privacy within Enterprise Setup | MA thesis | October 1, 2023 - March 31, 2024 | Manikanta Rajoli | Sebastian Wind |
| Optimization and Evaluation of Deformable Image Registration Accuracy for Computed Tomography in Radiation Therapy | MA thesis | October 16, 2023 - April 16, 2024 | Enes Bektürk | Annette Schwarz |
| Transfer Learning Strategies for Jet Engine Health Monitoring with Full Flight Data | MA thesis | November 1, 2023 - May 1, 2024 | Felix Büppelmann | Andreas Maier |
| Large Language Model for Generation of Structured Medical Report from X-ray Transcriptions | MA thesis | September 20, 2023 - January 1, 1970 | Uttam Asodariya | Andreas Maier |
| Style Transfer of High-resolution Photos to Artworks | MA thesis | December 13, 2023 - June 13, 2024 | Jakob Spahn | Aline Sindel |
| AI-based generation of 2D vehicle geometries through Natural Language | MA thesis | October 20, 2023 - April 20, 2024 | Naveed Unjum | Vincent Christlein |
| Deep Learning-Based Optical Flow for Camera Pose Estimation in Navigation Assistance for Blind Pedestrians on Sidewalks | MA thesis | March 21, 2023 - September 21, 2023 | Kubilay Yazoglu | Hakan Calim |
| Deep learning brain surface modelling for target volume definition in radiotherapy | MA thesis | January 1, 1970 - January 1, 1970 | | Yixing Huang |
| A hybrid approach forLeakage Localization in the Water Distribution Network | MA thesis | January 1, 1970 - January 1, 1970 | Md Muztaba Ahbab | Adithya Ramachandran |
| Deep learning based information retrieval from technical drawings | MA thesis | January 1, 1970 - January 1, 1970 | Martin Geitner | Siming Bayer |
| Machine Learning Based Analysis of EEG Data Recorded during Stimulation with Continuous Speech | MA thesis | January 1, 2023 - July 3, 2023 | Nikola Kölbl | Dr. rer. nat. Patrick Krauß |
| Adaptive Training of Heat Demand Prediction using Continual Learning | MA thesis | January 1, 1970 - January 1, 1970 | Marco Schnell | Siming Bayer |
| Novel X-Ray View Synthesis of Surgical Tools | MA thesis | June 1, 2023 - December 1, 2023 | | Maximilian Rohleder |
| Ground Truth based Convolution Kernel Initialization Method for Medical Image Segmentation | MA thesis | July 1, 2022 - January 1, 2023 | Nazmus Sakib | Zijin Yang |
| Contextual Meta Knowledge integrated into a Fully-Automated Multi-Stage Deep Learning Framework for Killer Whale Individual Classification | MA thesis | December 1, 2020 - June 1, 2022 | Sangeetha Hassan Shivaprasad |
| Cardiac Functional Analysis – Automated Strain Analysis of the left Ventricle using Computed Tomography | MA thesis | January 1, 2022 - July 1, 2022 | Klaus Fischer | Felix Denzinger |
| DL based image reconstruction/enhancement for contrast agent minimization in cardiac MRI | MA thesis | January 1, 1970 - January 1, 1970 | | Elisabeth Preuhs (née Hoppe) |
