| Title | Type | Start/end date | Student | Primary supervisor |
|---|
| Large Kernel Convolution for CT Image Restoration | MA thesis | October 17, 2025 - April 16, 2026 | Debanjona Bhattacharjya | Yipeng Sun |
| Transfer learning Based Forecasting Of Heat Pump Energy Consumption Across Multiple Time Horizons | MA thesis | August 1, 2025 - January 1, 1970 | Dhruvil Kalubhai Kalathiya | Dr.-Ing. Tomás Arias Vergara |
| Die shape prediction using machine learning | MA thesis | September 15, 2025 - March 15, 2026 | Tai Hoang Nguyen | Dr.-Ing. Tomás Arias Vergara |
| Deep Learning for Cone-Beam CT Field-of-View Extension | MA thesis | September 3, 2025 - March 2, 2026 | Hongrun Dong | Yixing Huang |
| Deep Learning Approaches for Dynamic Modeling of Hydrogen Fuel Cells in Hybrid Railway Vehicles | MA thesis | January 1, 1970 - January 1, 1970 | | Siming Bayer |
| Prediction of CBCT Image Quality based on Fluoro Scout Images | MA thesis | October 1, 2025 - October 1, 2026 | Tobias Riß | Joshua Scheuplein |
| Investigating DETR Architectures as Implant Detection Model for Metal Artifact Avoidance Application | MA thesis | December 1, 2025 - June 1, 2026 | Maximilian Rittler | Joshua Scheuplein |
| Investigating YOLO Architectures as Implant Detection Model for Metal Artifact Avoidance Application | MA thesis | December 1, 2025 - June 1, 2026 | Yang Yuan | Joshua Scheuplein |
| Evaluation and Fusion of Vision-Language and Computer Vision Models for On-road Scenario Extraction in Autonomous Vehicles | MA thesis | September 1, 2025 - March 2, 2026 | Abdul Basit Dost | Sheethal Bhat |
| Agentic Radiology Report Generation | MA thesis | January 1, 1970 - January 1, 1970 | | Lukas Buess |
| Large Language Models for Modified Frenchay Dysarthria Assessment Reports from Parkinson’s Speech: Model Choice and Prompting Effects | MA thesis | September 1, 2025 - March 1, 2026 | Zixuan Chai | Dr.-Ing. Tomás Arias Vergara |
| Advanced nnU-Net Ensemble Techniques for Lung Nodule Segmentation | MA thesis | October 2, 2025 - April 2, 2026 | Muhammad Ali | Adarsh Raghunath |
| Development of a Local LLM Agent System for Clinical Expert Support and Automation in MRI Planning for Radiation Therapy | MA thesis | October 1, 2025 - January 1, 1970 | | PD Dr. med. Florian Putz |
| Cold Diffusion for CT Field-of-View Extension | MA thesis | September 12, 2025 - February 12, 2026 | Qianxin Wang | Yipeng Sun |
| Adaptive Biophysical Modelling for Thermal Ablation | MA thesis | October 5, 2025 - April 5, 2026 | Raunak Samanta | Adarsh Raghunath |
| Reinforcement Learning for Adaptive Protection in Power Grids | MA thesis | September 1, 2025 - March 1, 2026 | Omar Sehata | Julian Oelhaf |
| Device Detection for Improved Guidance in Minimally Invasive Interventions | MA thesis | September 1, 2025 - March 1, 2026 | Sleiman Sharara | Dr.-Ing. Tomás Arias Vergara |
| Evolving Universal Datasets: Cross-Architecture Generalization via Evolutionary Distillation | MA thesis | September 5, 2025 - March 5, 2026 | Shouqiang Wu | Yipeng Sun |
| Deep Learning-based Orientation Estimation in Intraoperative X-Ray Images | MA thesis | October 6, 2025 - April 6, 2026 | Anne Leipertz | Joshua Scheuplein |
| A Reasoning Agent for Chest X-ray with Memory | MA thesis | August 25, 2025 - February 25, 2026 | Yipeng Zhang | Yipeng Sun |
| Automated Leptomeningeal Collateral Scoring in Acute Ischemic Stroke Using Deep Learning | MA thesis | June 1, 2025 - November 30, 2025 | Maedeh Hafezi Moghadas | Soroosh Tayebi Arasteh |
| Development of an Implant Detection Model for Metal Artifact Avoidance Application | MA thesis | October 1, 2025 - January 1, 1970 | | Joshua Scheuplein |
| Uncertainty Estimation on Semantic Segmentation for Microscopy Data | MA thesis | September 1, 2025 - January 1, 1970 | Akash Yadav | Mathias Seuret |
| Benchmarking State-of-the-Art Transformers for Handwritten Document Layout Analysis | MA thesis | September 1, 2025 - April 1, 2026 | Nitesh Kumar Shah | Fei Wu |
| Vision-Language Models in Radiology | MA thesis | January 1, 1970 - January 1, 1970 | | Lukas Buess |
| Enhancing Financial QA with Hybrid Retrieval and Semantic Tagging | MA thesis | September 1, 2025 - January 1, 1970 | Muhammad Farrukh Ali | Mathias Seuret |
| From Pixels to Structure: Analysis of Lightweight Vision-Language Models for Document OCR and Structured Output Generation | MA thesis | September 1, 2025 - March 1, 2026 | Uddipan Basu Bir | Mathias Zinnen |
| Investigation on Object Detection in Industrial Settings Centered on Extended Reality Platforms Through Generation and Utilization of Synthetic Data from CAD Models | MA thesis | August 15, 2025 - February 15, 2026 | Parisa Amanibeni | Mathias Zinnen |
| Privacy-Preserving Structured Chest X-Ray Report Generation using Multimodal Large Language Models within a Federated Learning Framework | MA thesis | September 29, 2025 - March 30, 2026 | MD Badhon Miah | Lukas Buess |
| Comparative Study of traditional and Deep learning Binarization Methods for Historical Document Processing | MA thesis | December 1, 2025 - June 1, 2026 | Rafia Soomro | Mathias Seuret |
| Unsupervised Image Retrieval for Auction Catalogues | MA thesis | August 1, 2025 - March 1, 2026 | Rahul Ramraje | Mathias Zinnen |
| Leveraging data for improved contrastive loss in CXR classification | MA thesis | January 1, 1970 - January 1, 1970 | | Sheethal Bhat |
| Scene detection and automatic scene description – External | MA thesis | September 1, 2025 - February 28, 2026 | Abdul Dost | Sheethal Bhat |
| Aphasia Assessment with Speech and Language | MA thesis | January 1, 1970 - January 1, 1970 | | Dr.-Ing. Paula Andrea Pérez-Toro |
| Automated Testing of LLM-driven Conversational Systems in the In-Car Domain | MA thesis | July 1, 2025 - February 28, 2026 | Vaishnav Negi | Soroosh Tayebi Arasteh |
| [MT: Pratik Raut] Advanced Techniques for Base Station Deployment Planning for Localization | MA thesis | August 1, 2025 - January 31, 2026 | Pratik Gajanan Raut | Nastassia Vysotskaya |
| Generative Modeling of Fluence Maps for Radiotherapy Planning | MA thesis | September 1, 2025 - February 28, 2026 | Julian Greil | Annette Schwarz |
| Multi-Task Deep Learning for Parkinson’s Disease: Classification and Severity Estimation via Smartwatch Data | MA thesis | July 1, 2025 - January 1, 1970 | Emin Mammadov | Dr.-Ing. Tomás Arias Vergara |
| Deep learning-based boundary segmentation for the detection of a retinal biomarker in volume-fused high resolution OCT | MA thesis | July 21, 2025 - January 21, 2026 | Lukas Mechs | Stefan Ploner |
| Deep Learning-Based Breast Cancer Risk Stratification Using Multiple Instance Learning on LDCT Scans | MA thesis | May 1, 2025 - November 1, 2025 | Yaqiong Ni | Adarsh Bhandary Panambur, M.Sc. |
| Analysis of Speech Production Assessment of Cochlear Implant Users | MA thesis | July 1, 2025 - January 1, 1970 | Tejashree Dhawle | Dr.-Ing. Tomás Arias Vergara |
| PaiChat: A Visual – Language Assistant for Histopathology | MA thesis | March 1, 2025 - January 1, 1970 | Bhavanikbhai Kanani | Dr.-Ing. Tomás Arias Vergara |
| Evaluating Urban Change Detection and Captioning in Remote Sensing | MA thesis | July 15, 2025 - January 15, 2026 | Sushant Shrikrishna Nemade | Marcel Dreier |
| On-Device Training for Face Identification | MA thesis | July 1, 2025 - January 1, 2026 | Prachurya Nath | Vincent Christlein |
| Pathological Voice Analysis with Selective State Space Models | MA thesis | June 2, 2025 - January 1, 1970 | Lucca Baumgärtner | Dr.-Ing. Tomás Arias Vergara |
| Identifying predictive brain regions in fMRI data for drug responders vs. non-responders, using a foundation model in comparison to the classical GLM method | MA thesis | August 1, 2025 - January 1, 1970 | Linda Najar | Tri-Thien Nguyen |
| [Thesis] Reinforcement Learning for 110 kV Distribution Grid Restoration in Blackout situation | MA thesis | January 1, 1970 - January 1, 1970 | Zeel | Changhun Kim |
| Layer-wise Analysis of Belief Representations in Transformer Language Models | MA thesis | June 1, 2025 - December 1, 2025 | Prashansa Priyadarshini | PD Dr. rer. nat. habil. Patrick Krauß |
| Deep Learning-Based Defect Detection and Classification in CdTe CT Detector Wafers | MA thesis | August 1, 2025 - January 31, 2026 | Helia Ahmadiasl | Farid Tasharofi |
| Evaluation of Forecasting Approaches for Time Series Data in the Utility Domain | MA thesis | June 1, 2025 - November 30, 2025 | Rachana Bharatbhai Patel | Andreas Maier |
| Automatic Patient Registration via DL–Based Landmark Detection On MRI Localizer Images | MA thesis | July 14, 2025 - January 14, 2026 | Zeineb Azouzi | Linda Vorberg |
| Dynamic Query Routing: Adaptive RAG Systems Leveraging Hallucination Risk and Specialization Affordance | MA thesis | March 10, 2025 - September 10, 2025 | Sijan Shrestha | Mathias Seuret |
| Improving AFFGANwriting by Exploring Deep Learning Models for Style Encoders and Image Generation of Sentence-Level Handwriting | MA thesis | June 9, 2025 - January 1, 1970 | David Onaiyekan | Mathias Seuret |
| Plug-and-Play Diffusion Models for Magnetic Resonance Imaging | MA thesis | July 1, 2025 - January 1, 2026 | Sarah Naber | Maximilian Rohleder |
| Development of an AI-Based Algorithm for the Correction of Moiré Artifacts in Digital Radiography | MA thesis | July 7, 2025 - January 7, 2026 | Shadi Khamseh | Joshua Scheuplein |
| Synthetic Non-Contrast CT Angiography Image Generation using Deep Learning Methods | MA thesis | August 1, 2025 - January 31, 2026 | Sahel Shaban Bloukat | Jacopo Bracci |
| Advanced Machine Learning Models for Leakage Detection and Localization in Water Distribution Networks Using Real-System Data | MA thesis | February 1, 2025 - July 31, 2025 | Derin Çakıroğlu | Andreas Maier |
| Evaluating Large Language Models Using Gameplay (ClemBench) | MA thesis | May 1, 2025 - November 1, 2025 | Mohammed Jawwad | Vincent Christlein |
| Deep Learning-based Classification of Body Regions in Intraoperative X-Ray Images | MA thesis | August 5, 2025 - February 5, 2026 | Anindya Banerjee | Joshua Scheuplein |
| Diffusion Transformer for CT artifacts compensation | MA thesis | May 15, 2025 - November 15, 2025 | Ziye Wang | Yipeng Sun |
| From Prompt to Command: Adaptation of LLMs for Robotic Task Execution in Manufacturing | MA thesis | July 1, 2025 - January 7, 2026 | Ahmad Hegazy | Soroosh Tayebi Arasteh |
| Fast heart sound detection using audio fingerprint | MA thesis | May 1, 2025 - November 1, 2025 | Shayan Alvandnyia | Dr.-Ing. Tomás Arias Vergara |
| Style-based Handwriting Generation with LCM Diffusion Transformer | MA thesis | May 26, 2025 - November 26, 2025 | David Bogdahn | Marcel Dreier |
| Depth-Aware Detector Localization in Freehand X-Ray Imaging | MA thesis | June 1, 2025 - December 1, 2025 | Mostafa Asadi | Annette Schwarz |
| Surrogate Model for Physics Informed Lifetime Prediction in Power Electronics based on Mission Profiles | MA thesis | April 1, 2025 - October 1, 2025 | Abantika Bose | Prof. Dr.-Ing. habil. Andreas Maier |
| Vision-Language Models for Pathology Report Generation from Gigapixel Whole-Slide Images | MA thesis | April 30, 2025 - February 28, 2026 | Shubham Gupta | Soroosh Tayebi Arasteh |
| Evaluation and optimization of an implicit neural representation framework for markerless tumor tracking during radiotherapy | MA thesis | January 1, 1970 - January 1, 1970 | | Pluvio Stephan (University Hospital Erlangen) |
| Exploring RNN-Transducers for Named Entity Recognition in Biomedical Literature | MA thesis | April 1, 2025 - March 31, 2026 | Nitish Joshi | Soroosh Tayebi Arasteh |
| Incremental Learning for Classifying Document Types Based on Content and/or Layout | MA thesis | April 15, 2025 - October 15, 2025 | S M Abdul Ahad | Vincent Christlein |
| Investigation of contrastive multimodal methods for the analysis of EEG signals evoked by visual stimuli | MA thesis | May 1, 2025 - January 1, 1970 | Mark Tintemann | Achim Schilling |
| Towards Domain Adaptation of Foundational Models in Medical Imaging | MA thesis | June 1, 2025 - December 1, 2025 | Maeen Abdelbadea Nasralla Alikarrar | Joshua Scheuplein |
| Report Generation and Evaluation for 3D CT Scans Using Large Vision-Language Models | MA thesis | March 1, 2025 - August 31, 2025 | Robert Kurin | Lukas Buess |
| H2OArmor: A Dynamic Data-driven Leak Detection Framework for Varied Digital Maturity Levels in Water Utilities | MA thesis | January 1, 1970 - January 1, 1970 | Swapnali Ghumkar | Satyaki Chatterjee |
| Multimodal fusion of pose and visual information for gesture recognition in historical artworks | MA thesis | May 1, 2025 - November 1, 2025 | Nina Cholpankulova | Mathias Zinnen |
| A Comparative Study of Deep Learning Models for Brain Metastases Autosegmentation | MA thesis | April 1, 2025 - September 30, 2025 | Anqi Wang | Yixing Huang |
| Advanced Machine Learning-Based High Demand Forecasting of Household Energy Consumption for Enhancing Grid Operations | MA thesis | August 1, 2025 - February 1, 2026 | Souhardya Chattopadhyay | Julian Oelhaf |
| Automatic Assessment of Parkinson’s Disease Using Audio and Text Analyses | MA thesis | March 1, 2025 - September 1, 2025 | Zhipeng Peng | Dr.-Ing. Tomás Arias Vergara |
| Deep Learning–Driven Lorentzian Fitting for 31P Spectrum | MA thesis | March 3, 2025 - September 30, 2025 | Abdul Moeed | Junaid Rasool Rajput |
| Improved Zero-shot Pathology detection in medical images | MA thesis | January 1, 1970 - January 1, 1970 | | Sheethal Bhat |
| Low Field MR Image Denoising | MA thesis | May 1, 2025 - October 31, 2025 | Lejian Zhu | Andreas Maier |
| Design of an improved automatic exposure control algorithm in mammography using breast shape and tissue information | MA thesis | April 2, 2025 - October 2, 2025 | Paul Sehner | Chengze Ye |
| Pre-processing and synthetic data generation techniques for defect detection in SiC and AlN wafers | MA thesis | March 1, 2025 - September 1, 2025 | Md Shaon Hossain Sani | Rodrigo Coelho (Fraunhofer IISB) |
| Establishment of a Fully Automated Treatment Planning Pipeline for Prostate Cancer Brachytherapy (Radiotherapy) | MA thesis | April 1, 2025 - January 1, 1970 | | Andre Karius (Uniklinikum Erlangen) |
| Sparse Mixture-of-Experts for Handwritten Text Recognition | MA thesis | February 6, 2025 - August 6, 2025 | Lukas Hüttner | Vincent Christlein |
| Diffusion-based Printer-proof Image Steganography for ID Documents | MA thesis | March 1, 2025 - September 1, 2025 | Mohammad Ashraf Atef Ahmed Sayed | Vincent Christlein |
| Deep Learning for low-dose Computed Tomography CAD systems | MA thesis | April 1, 2025 - September 30, 2025 | Zeinab Meivand | Dr. Anhaus (Siemens Healthineers) |
| Improving Deep Learning Target Volume Autosegmentation in Head and Neck Cancer for MR-guided Radiotherapy Treatment Planning | MA thesis | January 1, 2025 - July 1, 2025 | Sogand Beirami | Dr.-Ing. Yixing Huang |
| Automated Body Composition Analysis in Pancreatic Cancer CT Datasets using Deep Learning Auto-Segmentation | MA thesis | December 1, 2024 - June 1, 2025 | Zahra Esmaeilzadeh | Dr.-Ing. Yixing Huang |
| Generation of Artificial Vessel Trees for X-ray Image Analysis | MA thesis | January 1, 2025 - July 1, 2025 | Somali Roy | Florian Goldmann |
| Alzheimer’s Classification from MRI | MA thesis | January 1, 1970 - January 1, 1970 | | Dr.-Ing. Paula Andrea Pérez-Toro |
| Generative Modeling for Glottal Signals Synthesis | MA thesis | January 27, 2025 - July 25, 2025 | Su Wu | Dr.-Ing. Tomás Arias Vergara |
| Improved Deep Learning Dose Prediction for Automated Head & Neck Radiotherapy Treatment Planning | MA thesis | April 21, 2025 - October 21, 2025 | | Johann Brand (Uniklinikum Erlangen) |
| Parkinson’s Disease Assessment Using Gait Analysis | MA thesis | January 1, 1970 - January 1, 1970 | Poorvi Tiwary | Dr.-Ing. Paula Andrea Pérez-Toro |
| Aphasia Assessment Using Deep Learning | MA thesis | January 1, 1970 - January 1, 1970 | Piuli Basu | Dr.-Ing. Paula Andrea Pérez-Toro |
| Building Knowledge Graphs from Legal Texts: Enhancing Decision Support with Applications in Formula 1 | MA thesis | January 13, 2025 - January 1, 1970 | Rohan Sunil Mathews | Mathias Seuret |
| Generating Styled Handwritten Images based on Latent Diffusion Models | MA thesis | January 13, 2025 - January 1, 1970 | Bin Ma | Mathias Seuret |
| Annotation by Speech in Radiology | MA thesis | January 1, 1970 - January 1, 1970 | Jan Geier | Lukas Buess |
| Optimizing Remote Scanning Workflow with Automated Data Extraction from Streamed Content | MA thesis | March 15, 2025 - September 15, 2025 | Dipjyoti Das | Mathias Seuret |
| Sign Language Recognition Using Transformer and Comparison with Traditional Techniques | MA thesis | November 28, 2024 - May 28, 2025 | Bilal Asghar Aziz | Mathias Seuret |
| Diffusion Model-Based 3D CT Reconstruction for Arbitrary Trajectories | MA thesis | March 1, 2025 - September 30, 2025 | Arpan Chatterjee | Linda-Sophie Schneider |
| Android App Respiratory Diseases | MA thesis | January 1, 1970 - January 1, 1970 | | Dr.-Ing. Paula Andrea Pérez-Toro |
| Gen AI: Speech Emotion Recognition | MA thesis | January 1, 1970 - January 1, 1970 | | Dr.-Ing. Paula Andrea Pérez-Toro |
| Detection of Birds and Marine Mammals in Aerial Image Sequences using Artificial Intelligence Methods | MA thesis | October 31, 2024 - February 28, 2025 | Ali Hamza | Mathias Seuret |
| Large Language Models for Knowledge Management in Engineering Projects | MA thesis | October 1, 2024 - April 1, 2025 | Xinyuan Tu | Andreas Maier |
| FVR-ADNeRF: Attention-Driven NeRFs for Few-View Reconstruction to enable CT Trajectory Optimization | MA thesis | April 1, 2025 - October 1, 2025 | Anshul Dhingra | Linda-Sophie Schneider |
| Enhancing MRI Reliability By Leveraging GANs To Learn Corrupted Images | MA thesis | November 1, 2024 - May 1, 2025 | Sejal Bangar | Zijin Yang |
| Image2Tikz: Enhancing Image-to-TikZ Code Generation via Large Language Models Knowledge Distillation | MA thesis | March 1, 2025 - September 30, 2025 | Younis Raafat Mostafa Abdelfattah Ahmed | Linda-Sophie Schneider |
| Contrastive Learning of 3D Objects via Patch-Level Point Cloud Encoding for Similarity Matching | MA thesis | April 1, 2025 - October 1, 2025 | Maximilian Stefan Kritzenthaler | Linda-Sophie Schneider |
| Attention Artifact! Misalignment and artifact detection using deep learning and augmentation | MA thesis | January 1, 1970 - January 1, 1970 | | Andreas Maier |
| Scamming Scammers using Large Language Models | MA thesis | March 1, 2025 - September 30, 2025 | Malavika Radhakrishnan | Linda-Sophie Schneider |