List of running thesis

MA

Title Type Start/end date Student Primary supervisor
Unsupervised Contextual Anomaly Detection in Frequency Converter Data MA thesis January 1, 2023 - July 3, 2023 Peter Herbst Aleksandra Thamm
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
Motif analysis of resting-state and stimulus driven fMRI networks with special focus on functional role of the motifs MA thesis February 1, 2023 - August 1, 2023 Dragalina Dulea Prof. Dr.-Ing. habil. Andreas Maier
Adaptive Training of Heat Demand Prediction using Continual Learning MA thesis January 1, 1970 - January 1, 1970 Marco Schnell Siming Bayer
Optical Character Recognition on Technical Drawings using Deep Learning MA thesis September 1, 2022 - March 1, 2023 Vamsi Krishna Annavarapu Ronak Kosti
Offline-to-Online Handwriting Translation using Cyclic Consistency MA thesis January 1, 2023 - July 3, 2023 Alma Hanif Martin Mayr
Emotion Recognition in Comic Scenes with Multimodal Classifiers MA thesis September 1, 2022 - March 1, 2023 Mohamed Albahri Vincent Christlein
Multi-View CBCT Projections Generation Using Conditional Score-Based Generative Model MA thesis December 16, 2022 - June 16, 2023 Siyuan Mei Fuxin Fan
Improving Breast Abnormality Analysis in Mammograms using CycleGAN MA thesis December 1, 2022 - June 1, 2023 Rahul Raj Menon Adarsh Bhandary Panambur, M.Sc.
Deep Learning Reconstruction for Accelerated Water-Fat Magnetic Resonance Imaging MA thesis December 15, 2022 - June 15, 2023 Majd Helo Fasil Gadjimuradov
Analysis of Federated Learning Approaches for Training Thoracic Abnormality Classification Systems MA thesis December 1, 2022 - June 1, 2023 Daniel Mosig Kai Packhäuser
Main Cerebral Vessel Labeling using Graph Neural Networks MA thesis January 1, 1970 - January 1, 1970 Johannes Ohlmann Leonhard Rist
Similarity Learning for Writer Identification MA thesis November 7, 2022 - May 7, 2023 Volodymyr Marych Vincent Christlein
Automated lung cancer lesions segmentation in 18F-FDG PET/CT MA thesis December 19, 2022 - June 19, 2023 Rodolfo Ivo Santos de Andrade Mareike Thies
Object Consistency GAN for Object Detection Pretraining MA thesis October 1, 2022 - April 1, 2023 Qihan Jiang Mathias Zinnen
Machine learning based analysis of parts-of-speech in EEG data MA thesis November 2, 2022 - May 2, 2023 Pelin Genc Prof. Dr.-Ing. habil. Andreas Maier
Extraction of Treatment Margins from CT Scans for Evaluation of Lung Tumor Cryoablation MA thesis September 1, 2022 - February 28, 2023 Stefan Ringer Leonhard Rist
Detecting and Transcribing Annotations in Printed Auction Catalogs using Combined Object Detection and Handwritten Text Recognition MA thesis December 1, 2022 - June 1, 2023 Sulaiman Shamasna Vincent Christlein
Image Segmentation and Detection of Imperfections for the Evaluation of Welding Seams using Neural Networks MA thesis October 31, 2022 - April 30, 2023 Janina Krüger Vincent Christlein
Classification of Detector Artifacts in Angiographic Imaging using Neural Networks MA thesis January 2, 2023 - July 3, 2023 Amer Khalouf Fabian Wagner
Improving Instance Localization for Object Detection Pretraining MA thesis August 1, 2022 - February 1, 2023 Jonas Miksch Mathias Zinnen
Detecting workflow-states of an MR examination using semantic segmentation of synthetic 3D point-clouds MA thesis September 15, 2022 - March 15, 2023 Shifa e Zainab Sheikh Andreas Maier
Multi-exponential analysis of compartments in MRI images with quantitative T2-mapping MA thesis January 2, 2023 - June 30, 2023 Luise Brock Moti Freiman
Detection of positions of K-Wires Tips in X-Ray Images using Deep learning MA thesis August 1, 2022 - February 1, 2023 Abdelrahman Youssef Andreas Maier
Ground Truth based Convolution Kernel Initialization Method for Medical Image Segmentation MA thesis July 1, 2022 - January 1, 2023 Nazmus Sakib Zijin Yang
reAction: Automatic Speech Recognition in German Automotive Domain MA thesis May 1, 2022 - November 2, 2022 Christoph Popp Andreas Maier
Deep Learning for Cancer Patient Survival Prediction MA thesis October 1, 2022 - March 31, 2023 Amr Hagag Andreas Maier
Risk Classification of Brain Metastases via Deep Learning Radiomics MA thesis September 1, 2022 - March 1, 2023 Shruthi Rajasekar Andreas Maier
Novel View Synthesis for Augmentation of Fine-Grained Image Datasets MA thesis July 14, 2022 - January 16, 2023 Aiswarya Uttla Aline Sindel
Detection and Classification of Photovoltaic Modules in Electroluminescence Videos MA thesis June 27, 2022 - December 27, 2022 Simon Wolfrum Vincent Christlein
Unstained White Blood Cells Classification Using Deep Learning MA thesis June 1, 2022 - December 1, 2022 Hui Yu Dr. Frank Forster (Siemens Technology Connectivity and Edge Digital Perception)
Represent senor data of district heating network using contrastive learning MA thesis January 1, 1970 - January 1, 1970 Siming Bayer
Guided Attention Mechanism for Weakly-Supervised Breast Calcification Analysis MA thesis May 16, 2022 - November 15, 2022 Akshat Shrivastava Adarsh Bhandary Panambur, M.Sc.
Modeling of Randomized Cerebrovascular Trees for Artifical Data Generation using Blender MA thesis June 1, 2022 - December 1, 2022 Eduard Reger Florian Thamm
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
Covert Channel Vulnerabilities of Online Marketplaces – Impact on Antitrust Laws MA thesis January 1, 1970 - January 1, 1970 Alexander Schmiedl Siming Bayer
DL based image reconstruction/enhancement for contrast agent minimization in cardiac MRI MA thesis January 1, 1970 - January 1, 1970 Elisabeth Preuhs (née Hoppe)

BA

Title Type Start/end date Student Primary supervisor
Projection Domain Metal Segmentation with Epipolar Consistency using Known Operator Learning BA thesis November 17, 2022 - April 17, 2023 Nicolas Stellwag Maximilian Rohleder
Evaluation of a Pixel-wise Regression Model Solving a Segmentation Task and a Deep Learning Model with the Matthew’s Correlation Coefficient as an Early Stopping Criterion BA thesis March 1, 2023 - August 1, 2023 Anda Dong Nora Gourmelon
Tomographic Projection Selection with Quantum Annealing BA thesis October 31, 2022 - March 31, 2023 Felix Damm Merlin Nau
Convolutional LSTM for Multi-organ Segmentation on CT and MR Images in Abdominal Region BA thesis November 2, 2022 - April 3, 2023 Florian Hasreiter Zijin Yang
Automatic Pathological Speech Intelligibility Assessment Using Speech Disentanglement Without Bottleneck Information BA thesis September 28, 2022 - February 28, 2023 Nina Brolich Andreas Maier
Optimizing the Preprocessing Pipeline for “virtual Dynamic Contrast Enhancement” in Breast MRI BA thesis August 23, 2022 - January 23, 2023 Lucas Sedran Andreas Maier
Evaluation of a Modified U-Net with Dropout and a Multi-Task Model for Glacier Calving Front Segmentation BA thesis November 1, 2022 - April 3, 2023 Daniel Kraminskiy Nora Gourmelon
Animal-Independent Signal Enhancement Using Deep Learning BA thesis July 15, 2022 - December 15, 2022 Markus Widuch Christian Bergler
Automated Scoring of Rey-Osterrieth Complex Figure Test Using Deep Learning BA thesis August 8, 2022 - January 8, 2023 Benjamin Schuster Vincent Christlein
Writer Verification/Identification using SuperPoint and SuperGlue BA thesis May 16, 2022 - October 17, 2022 Alexander Klingebiel Vincent Christlein