Title | Type | Start/end date | Student | Primary supervisor |
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Development of a Medical X-Ray and CBCT Foundation Model using DINO | MA thesis | July 1, 2024 - January 1, 2025 | Joshua Scheuplein | Maximilian Rohleder |
Image Quality Assessment using Generative AI | MA thesis | June 1, 2024 - December 1, 2024 | Michael Liston Seyaze Simo | Kai Packhäuser |
Text Generation in Alzheimer’s Disease | MA thesis | January 1, 1970 - January 1, 1970 | Mahmoud Alimizel | Paula Andrea Pérez-Toro, M. Sc. |
Improving Few-shot classification of CXR findings | MA thesis | July 1, 2024 - January 1, 2025 | Hamza Naeem | Sheethal Bhat |
Evaluating State of the Art Scene Text Recognition Methods for Recognizing Text on Tombstones | MA thesis | June 1, 2024 - December 1, 2024 | Oliver Traub | Vincent Christlein |
Investigating Target Class Influence on Neural Network Compressibility for Edge Deployment in Avian Species Identification | MA thesis | July 15, 2024 - January 15, 2025 | Nina Brolich | Alexander Barnhill |
Cross-Process Anomaly Detection in Multivariate Time Series for Minimising Quality Drift in Electric Powertrain Production: A Predictive Quality Approach | MA thesis | January 1, 1970 - January 1, 1970 | Aadityan Raghavan Kurungat | Nastassia Vysotskaya |
RetNetHTR : Leveraging Retentive Networks for Efficient and Accurate Handwritten Text Recognition | MA thesis | June 27, 2024 - December 27, 2024 | Changhun Kim | Vincent Christlein |
Semi-Supervised Learning for Glacier Front Delineation | MA thesis | June 1, 2024 - December 1, 2024 | Julian Klink | Nora Gourmelon |
Improving Text Summarization through Guided Decoding of Language Models | MA thesis | July 8, 2024 - January 8, 2025 | Jannick Gluch | Andreas Maier |
Pelvic Fragment Segmentation on Synthetic X-ray Images | MA thesis | July 1, 2024 - December 31, 2024 | Daiqi Liu | Fuxin Fan |
A Deep Reinforcement Learning Approach for Optimization of Link Adaptation in 5G Networks and Beyond | MA thesis | June 18, 2024 - December 18, 2024 | Refik Soyak | Paul Stöwer |
Segmentation of OCT Biomarkers in Retinal Diseases using Deep Learning methods | MA thesis | June 17, 2024 - December 17, 2024 | Keshav Jha | Mikhail Kulyabin |
Automated Detection and Analysis of Photoreceptors in Retinal Imaging | MA thesis | June 10, 2024 - December 10, 2024 | Prajol Shrestha | Mikhail Kulyabin |
Analysis of Different Optimization Strategies for an Adversarial Chest X-ray Anonymization Approach | MA thesis | May 1, 2024 - November 1, 2024 | Raja Atreja | Kai Packhäuser |
Chest X-ray Anonymization and Utility Preservation Using Deep Learning-based Techniques | MA thesis | May 1, 2024 - November 1, 2024 | Priyanka Singh | Kai Packhäuser |
AI-based Anomaly Detection in Process Signals for Condition Monitoring of Industrial Machines | MA thesis | May 4, 2024 - November 4, 2024 | Lukas Rosteck | Aleksandra Thamm |
Lightweight Early Forest Fire Detection from Unmanned Aerial Vehicles based on Spatial-Temporal Correlation | MA thesis | February 1, 2024 - August 1, 2024 | Simon Grau | Vincent Christlein |
Calving Fronts and How to Segment Them Using Diffusion Networks | MA thesis | May 1, 2024 - November 1, 2024 | Benedikt Mielke | Nora Gourmelon |
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 |
Deep Learning for Glioma Survival Prediction | MA thesis | April 1, 2024 - September 30, 2024 | Ameni Gatri | Ahmed Gomaa (Uniklinikum Erlangen) |
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 |
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 |
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 |
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. |
Classification of industrial parts using synthetic data from CAD models | 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 |
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 |
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 |
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 |
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 |
Using Reinforcement Learning for Robotic Movement Planning | MA thesis | January 1, 1970 - January 1, 1970 | Junyan Peng | Linda-Sophie Schneider |
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 |
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 |
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) |