Title | Type | Start/end date | Student | Primary supervisor |
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Harnessing the Power of Large Language Models for Long Context-Coherent Script-writing | MA thesis | December 1, 2024 - May 31, 2025 | Jibak Sarkar | Soroosh Tayebi Arasteh |
Generation of IEC 61131-3 SFCs conditioned on textual user intents and existing sequences | MA thesis | October 1, 2024 - March 31, 2025 | Muhammad Shafiq Bin Bazalanul Azam | Soroosh Tayebi Arasteh |
Design and Dataset Generation of Scanning Objects for CT Trajectory Optimization | MA thesis | January 1, 1970 - January 1, 1970 | Anshul Dhingra | Linda-Sophie Schneider |
Leveraging Large Language Models for Scanner-Compatible CT Protocol Generation | MA thesis | December 1, 2024 - May 31, 2025 | Xingjian Kang | Linda Vorberg |
Neural Network based classification on dynamic clouds: Integrating video analysis and time series monitoring data | MA thesis | September 1, 2024 - March 1, 2025 | Vaibhav Uppal | Ernst Wittmann (Jülich Zentrum) |
Real-Time Traffic Sign Detection for Smart Data Logging | MA thesis | April 30, 2024 - October 31, 2024 | Christian Zöllner | Mathias Zinnen |
Deep Learning for Geo-Referencing Historical Utility Documents With Geographical Features | MA thesis | September 1, 2024 - February 28, 2025 | Hatem Mousa | Andreas Maier |
Improving OCR for Structured Documents using Domain Knowledge | MA thesis | September 15, 2024 - March 15, 2025 | Zacharias Zeiler | Mathias Zinnen |
Real-time Path Loss Prediction Using Deep Learning for Smart Meter Communication System | MA thesis | September 1, 2024 - February 28, 2025 | Aditya Pratap Singh | Andreas Maier |
Evaluating the Performance of GAMS for Predicting Mortality Compared to Traditional Scoring Systems | MA thesis | May 1, 2024 - October 31, 2024 | Hassan Ahmed | Nastassia Vysotskaya |
Multicenter Study of Brain Metastases Autosegmentation | MA thesis | June 17, 2024 - December 16, 2024 | Songjiang Tan | Yixing Huang |
Image-to-Image Translation Using Latent Diffusion Models | MA thesis | September 1, 2024 - February 28, 2025 | Xiaoliang Wang | Yixing Huang |
Automated Configuration of U-Net Architecture for Medical Image Segmentation | MA thesis | June 1, 2024 - December 1, 2024 | Junliang Kang | Chang Liu |
Assessing the Impact of LLMs on Reduction of Supplier-Related Warranty Costs of Siemens Healthineers’ Global Supply Chain | MA thesis | October 15, 2024 - April 14, 2025 | Pavan Bolisetty | Soroosh Tayebi Arasteh |
Medical Image Foundation Model for MR Abnormalities | MA thesis | November 1, 2024 - May 1, 2025 | Ajay Singh | Badhan Das |
Advanced LLM Prompting for Patient-Tailored CT Protocol Adjustment | MA thesis | November 1, 2024 - April 30, 2025 | Zeinab Aliakbari Mamaghani | Linda Vorberg |
Enhance MRI Reliability by leveraging GANs to learn corrupted Images | MA thesis | November 1, 2024 - May 1, 2025 | Sejal Bangar | Zijin Yang |
CLICK-SPOT: Detection and Classification of Cetacean Echolocation Clicks using Image-based Object Detection Methods applied to Advanced Wavelet-based Transformations | MA thesis | September 1, 2024 - March 1, 2025 | Christopher Hauer | Alexander Barnhill |
Detection of Alzheimer’s disease and depression in speech by Graph Neural Networks | MA thesis | July 1, 2024 - January 1, 2025 | Moritz Link | Perez Toro |
Ensuring Quality of Bots Powered by Generative Artificial Intelligence with Automated AI-Persona-Based Testing | MA thesis | September 16, 2024 - March 16, 2025 | Muhammad Fazeel Arif | Vincent Christlein |
xLSTM: Extended Long Short-Term Memory for Enhanced Performance and Scalability | MA thesis | October 1, 2024 - April 1, 2025 | Mohamad El Hage Ali | Vincent Christlein |
Automatic Data Augmentation for 3D Medical Image Segmentation | MA thesis | May 1, 2024 - November 1, 2024 | Yugashree Chaudhari | Chang Liu |
Predictive Financial Modelling for Siemens Air Insulated Switchgears | MA thesis | January 1, 1970 - January 1, 1970 | Navya Gupta | Nastassia Vysotskaya |
Predictive Modeling for Pre-Conditioning in Vehicles | MA thesis | September 1, 2024 - February 28, 2025 | Nikhil Panchal | Rainer Schwarz (Mercedes Benz AG) |
Machine Learning approach for hiring demand forecasting in Large Scale Organizations | MA thesis | August 24, 2024 - February 24, 2025 | Raj Sinha | Mikhail Kulyabin |
Wearable Virtuosity: Try-On Any Outfit, Virtually | MA thesis | June 1, 2024 - December 1, 2024 | Shreyas Chakravarthy | Vincent Christlein |
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 |
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 |
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 | Andreas Maier |
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 |
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 - November 29, 2024 | Jie Yi Tan | Leonhard Rist |
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 |
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 |
Robot Movement Planning for Obstacle Avoidance using Reinforcement Learning | MA thesis | June 3, 2024 - 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) |