List of running thesis

MA

TitleTypeStart/end dateStudentPrimary supervisor
Understanding Odor Descriptors through Advanced NLP Models and Semantic ScoresMA thesisFebruary 23, 2024 - August 23, 2024Fatma MamiAndreas Maier
Explainable Predictive Maintenance: Forecasting and Anomaly Detection of Diagnostic Trouble Codes for Truck Fleet ManagementMA thesisMarch 1, 2024 - August 31, 2024Aman QureshiAdithya Ramachandran
Deep Learning-Driven Approaches for Optimizing Accuracy and Inference Speed in Compact Segmentation Models on Edge DevicesMA thesisOctober 1, 2023 - March 31, 2024Debarchan ChatterjeeHakan Calim
Automatic detection of Bronchoscopes on x-ray imagesMA thesisMarch 1, 2024 - August 31, 2024Maryam ParvinMaximilian Rohleder
Scamming Scammers using Large Language ModelsMA thesisJanuary 1, 1970 - January 1, 1970Linda-Sophie Schneider
Towards Automated Learning-based Image Quality Prediction of Cone-Beam CT Reconstructions from few Scout Images for Metal Artifact AvoidanceMA thesisFebruary 12, 2024 - August 12, 2024Nicolas Clemens MünsterMaximilian Rohleder
AI-based Pavement Recognition System for Vehicle Road InfrastructureMA thesisJanuary 15, 2024 - January 15, 2024Al-Schameri, OsamaHakan Calim
Synthetic data creation of defect images for CNN training using GANMA thesisJanuary 1, 2024 - July 1, 2024Asheer AliAndreas Maier
End-to-end detection and 3D localization of implants from multi-view images for surgical CBCT metal artifact avoidanceMA thesisJanuary 1, 2024 - July 1, 2024Max WagnerMaximilian Rohleder
Pancreatic Duct DetectionMA thesisJanuary 1, 1970 - January 1, 1970Jie Yi TanLeonhard Rist
Advanced Machine Learning Techniques for Data-Driven Monitoring of Coil Winding Processes in Electric Motor ManufacturingMA thesisJanuary 1, 1970 - January 1, 1970Julian OelhafSiming Bayer
Comparative analysis of word representations in LLMs using BERT and LSTM architectureMA thesisFebruary 1, 2024 - August 1, 2024Chitra AhujaDr. rer. nat. Achim Schilling
Leakage Detection and Modeling in Water Distribution SystemsMA thesisJuly 1, 2023 - December 31, 2023Md Muztaba AhbabAdithya Ramachandran
Intensity Grading Using 3D Feature Classification with fMRI Images using Deep-Learning ApproachMA thesisDecember 1, 2023 - May 31, 2024Nilam RajakProf. Dr. rer. nat. Andreas Hess
Quantum Machine Learning Techniques in Medical Image Classification: Simulation and HardwareMA thesisDecember 1, 2023 - June 1, 2024Karlo Gabriel Fonseca YakovenkoMerlin Nau
Data Encoding, Parameterization and Generalization of Quantum Machine Learning for Medical ImagingMA thesisDecember 1, 2023 - June 1, 2024Leyi TangMerlin Nau
A Deep Learning-Based Approach to Analyze Speech of Children with Cleft Lip and PalateMA thesisDecember 7, 2023 - January 1, 1970Marta López-Brea GarcíaAndreas Maier
Object Detection of more than 100,000 Industrial PartsMA thesisJanuary 1, 2024 - July 1, 2024Parteek ParteekVincent Christlein
Deep Learning-based Balloon Marker Detection from Angiography DataMA thesisDecember 1, 2023 - May 1, 2024Fateme AtayiFelix Denzinger (Siemens Healthineers AG)
Generalizable X-Ray View SynthesisMA thesisDecember 1, 2023 - June 30, 2024André SchäferNoah Maul
Creation of a Workflow Troubleshoot Companion for Magnetic Resonance Imaging Systems using Large Language ModelsMA thesisOctober 9, 2023 - April 9, 2024Benjamin GeisslerTobias Wuerfl (Siemens Healthineers)
Fitting a 2D to 3D Transformation with Neural Fields for Vessel UnfoldingMA thesisJanuary 2, 2024 - June 30, 2024Anna-Sophie StephanLeonhard Rist
Refining Image Segmentation on the BRATS Challenge 2023MA thesisNovember 1, 2023 - April 30, 2024Andreas HorlbeckLuis Carlos Rivera Monroy, M. Sc.
Spatiotemporal Denoising in Time Resolved Computed TomographyMA thesisNovember 20, 2023 - May 15, 2024Simon SchmidtAnnette Schwarz
Cross-validation of Network Architectures and Taining Data for Learning-based X-ray Scatter EstimationMA thesisDecember 1, 2023 - June 1, 2024Zaina HusseinNoah Maul
Pretraining Transformers For Predictive Maintenance In ManufacturingMA thesisNovember 15, 2023 - May 15, 2024Anuj MehtaAndreas Maier
Reinforcement learning to learn mean average precision learningMA thesisDecember 1, 2023 - June 1, 2024Murali HemannaVincent Christlein
Killer Whale Localization using Deep LearningMA thesisDecember 1, 2023 - June 1, 2024Mohit KumarAlexander Barnhill
Detection and Tracking of Killer Whale Scarring Patterns using Deep LearningMA thesisNovember 15, 2023 - May 15, 2024Tim RörupAlexander Barnhill
Deep Learning based Vascular Contouring in Photon-Counting Computed TomographyMA thesisNovember 2, 2023 - April 30, 2024Paul Hannes ZechAlexander Katzmann (Siemens Healthineers Forchheim)
Development of an Oriented Bone Detection Algorithm on X-Ray ImagesMA thesisJanuary 1, 1970 - January 1, 1970Anne Edle von QuerfurthMaximilian Rohleder
Unsupervised Domain Adaptation Using Contrastive Learning for Multi-modal Cardiac MR SegmentationMA thesisNovember 15, 2023 - May 15, 2024Mingcheng FanMingxuan Gu
Style Transfer on Simulated Mouse Tibia Based on Deep Neural NetworksMA thesisNovember 1, 2023 - May 1, 2024Chao LuoMingxuan Gu
Learned Defrise Clack for Specific CBCT OrbitsMA thesisDecember 1, 2023 - May 31, 2024Chengze YeLinda-Sophie Schneider
Using Reinforcement Learning for Robotic Movement PlanningMA thesisJanuary 1, 1970 - January 1, 1970Junyan PengLinda-Sophie Schneider
Sinogram Analysis Using Attention U-Net: A Methodological Approach to Defect Detection and Localization in Parallel Beam Computed TomographyMA thesisAugust 1, 2023 - January 31, 2024Yuzhong ZhouLinda-Sophie Schneider
Fine-tune large language models for radiation oncologyMA thesisOctober 10, 2023 - April 10, 2024Yihao HouYixing Huang
Enterprise-GPT: Benchmarking and re-purposing Open-Source LLMs for Data Security and Privacy within Enterprise SetupMA thesisOctober 1, 2023 - March 31, 2024Manikanta RajoliSebastian Wind
Optimization and Evaluation of Deformable Image Registration Accuracy for Computed Tomography in Radiation TherapyMA thesisOctober 16, 2023 - April 16, 2024Enes BektürkAnnette Schwarz
Transfer Learning Strategies for Jet Engine Health Monitoring with Full Flight DataMA thesisNovember 1, 2023 - May 1, 2024Felix BüppelmannAndreas Maier
Dilemma Zone Prediction with Floating Car Data using Machine Learning ApproachesMA thesisAugust 1, 2023 - February 1, 2024Ebru NavruzFlorian Kordon
Multipath detection in GNSS signals measured in a position sensor using a pattern recognition approach with neural networksMA thesisJuly 1, 2023 - January 1, 2024Namratha NarayanFlorian Kordon
Large Language Model for Generation of Structured Medical Report from X-ray TranscriptionsMA thesisSeptember 20, 2023 - January 1, 1970Uttam AsodariyaAndreas Maier
Style Transfer of High-resolution Photos to ArtworksMA thesisDecember 13, 2023 - June 13, 2024Jakob SpahnAline Sindel
Investigating the benefits of combining CNNs and transformer architecture for rail domain perception taskMA thesisSeptember 1, 2023 - March 1, 2024Vatsal Harshadhai BambhaniaBenjamin Hartmann, Siemens Mobillity GmbH
Eye Tracking and Pupillometry for Cognitive Load Estimation in Tele-Robotic SurgeryMA thesisAugust 15, 2023 - January 1, 1970Regine BüterManuela Meier
Human motor intention decoding from neuroimaging data with explainable feature importance mapsMA thesisAugust 1, 2023 - January 31, 2024Wan-Ting TsaiDr. rer. nat. Patrick Krauß
AI-based generation of 2D vehicle geometries through Natural LanguageMA thesisOctober 20, 2023 - April 20, 2024Naveed UnjumVincent Christlein
Automated Wood Identification Using Micro-Computed Tomography on a Cellular Level: A Study with Maple and Pine Wood SamplesMA thesisJuly 17, 2023 - January 17, 2024Stefan MushevskiMartin Leipert
Application of projection-based metrics to the optimisation of arbitrary CT scanning trajectoryMA thesisSeptember 1, 2023 - February 29, 2024Yuedong YuanLinda-Sophie Schneider
Improving the Robustness of In-Circuit Test in Electronic Production using Deep Neural Network and Synthetic Tabular DataMA thesisJuly 1, 2023 - December 31, 2023Sujith Ahamed, Mohammed SabiyaMartin Leipert
Deep Learning-Based Optical Flow for Camera Pose Estimation in Navigation Assistance for Blind Pedestrians on SidewalksMA thesisMarch 21, 2023 - September 21, 2023Kubilay YazogluHakan Calim
Automated knowledge management using a semantic database and large language models in the medical domainMA thesisJune 1, 2023 - December 1, 2023Hashem Zadeh, Seyed MohammadSiming Bayer
Deep learning brain surface modelling for target volume definition in radiotherapyMA thesisJanuary 1, 1970 - January 1, 1970Yixing Huang
A hybrid approach forLeakage Localization in the Water Distribution NetworkMA thesisJanuary 1, 1970 - January 1, 1970Md Muztaba AhbabAdithya Ramachandran
Deep learning based information retrieval from technical drawingsMA thesisJanuary 1, 1970 - January 1, 1970Martin GeitnerSiming Bayer
Machine Learning Based Analysis of EEG Data Recorded during Stimulation with Continuous SpeechMA thesisJanuary 1, 2023 - July 3, 2023Nikola KölblDr. rer. nat. Patrick Krauß
Adaptive Training of Heat Demand Prediction using Continual LearningMA thesisJanuary 1, 1970 - January 1, 1970Marco SchnellSiming Bayer
Novel X-Ray View Synthesis of Surgical ToolsMA thesisJune 1, 2023 - December 1, 2023Maximilian Rohleder
Ground Truth based Convolution Kernel Initialization Method for Medical Image SegmentationMA thesisJuly 1, 2022 - January 1, 2023Nazmus SakibZijin Yang
Contextual Meta Knowledge integrated into a Fully-Automated Multi-Stage Deep Learning Framework for Killer Whale Individual ClassificationMA thesisDecember 1, 2020 - June 1, 2022Sangeetha Hassan Shivaprasad
Cardiac Functional Analysis – Automated Strain Analysis of the left Ventricle using Computed TomographyMA thesisJanuary 1, 2022 - July 1, 2022Klaus FischerFelix Denzinger
Covert Channel Vulnerabilities of Online Marketplaces – Impact on Antitrust LawsMA thesisJanuary 1, 1970 - January 1, 1970Alexander SchmiedlSiming Bayer
DL based image reconstruction/enhancement for contrast agent minimization in cardiac MRIMA thesisJanuary 1, 1970 - January 1, 1970Elisabeth Preuhs (née Hoppe)

BA

TitleTypeStart/end dateStudentPrimary supervisor
Brain Tumor Segmentation with Focus on Complex SubregionsBA thesisJanuary 1, 2024 - May 31, 2024Niklas KleuserLuis Carlos Rivera Monroy, M. Sc.
Exploring Narrative Representations in the Large Language Model BERTBA thesisNovember 1, 2023 - March 31, 2024Jannik HöschDr. rer. nat. Achim Schilling
Binary Mask Generation for Killer Whale VocalizationsBA thesisSeptember 1, 2023 - March 1, 2024Ricardo LangAlexander Barnhill
CT Material Decomposition with Deep LearningBA thesisNovember 13, 2023 - January 1, 1970Thilo NegendanckFlorian Goldmann
Statistical Assessment of Deep Neural Networks in Industrial ApplicationsBA thesisJanuary 1, 1970 - January 1, 1970Sven KlaiberFabian Wagner
“Mainframe Meets AI – Improving Legacy Code Generation Through Fine-tuning of Large Language Models”BA thesisOctober 1, 2023 - March 1, 2024Marc Julian SchwarzSebastian Wind
Analysis of Recorded Single-Channel Patch-Clamp Timeseries Using Neural Networks Trained with Simulated DataBA thesisSeptember 18, 2023 - March 18, 2024Yannick JuliLinda-Sophie Schneider
On how to learn and use the Detectability Index efficiently for CT trajectory optimisationBA thesisSeptember 1, 2023 - February 1, 2024Fadi Abo HadbaLinda-Sophie Schneider
Statistical Evaluation of Orca Vocalization ActivityBA thesisMay 1, 2023 - September 30, 2023Hanna MüllerAlexander Barnhill
Writer Verification/Identification using SuperPoint and SuperGlueBA thesisMay 16, 2022 - October 17, 2022Alexander KlingebielVincent Christlein