List of running thesis

MA

Title Type Start/end date Student Primary supervisor
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
DL-based 3D co-registration of data with strongly varying contrast — applied to CEST MRI MA thesis April 15, 2022 - October 15, 2022 Jingwei Song Andreas Maier
Multi-exponential analysis of compartments in MRI images with quantitative T2-mapping MA thesis November 1, 2022 - April 30, 2023 Luise Brock Moti Freiman
Continuous Non-Invasive Blood Pressure Measurement Using 60GHz-Radar – A Feasibility Study MA thesis April 1, 2022 - September 30, 2022 Nastassia Vysotskaya Merlin Nau
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 patient survival prediction MA thesis August 8, 2022 - August 8, 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
Modelling of the breast during the mammography examination MA thesis May 1, 2022 - November 2, 2022 Haobo Song Dr. Marcus Radicke (Siemens Healthineers)
Simulation Driven Transformer Based Metal Inpainting for X-ray Image MA thesis July 1, 2022 - January 2, 2023 Yangkong Wang Andreas Maier
Detection and Classification of Photovoltaic Modules in Electroluminescence Videos MA thesis June 27, 2022 - December 27, 2022 Simon Wolfrum
Fully Automated Segmentation of Subcutaneous Fat in CT Images MA thesis June 1, 2022 - December 1, 2022 Ibrahim Maniaa Felix Denzinger
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
Automatic Rotation of Spinal X-Ray Images MA thesis April 4, 2022 - October 4, 2022 Bachmaier Magdalena Maximilian Rohleder
Guided Attention Mechanism for Weakly-Supervised Breast Calcification Analysis MA thesis May 16, 2022 - November 15, 2022 Akshat Shrivastava Adarsh Bhandary Panambur, M.Sc.
Automatic identification of unremarkable Medical Images MA thesis June 5, 2022 - December 5, 2022 Sheethal Bhat Andreas Maier
PowerPoint Presentation describer. Machine learning methods to automatically generate business captions from graphics MA thesis May 1, 2022 - November 1, 2022 Jovial Silatsa Tchatchum Vincent Christlein
Detection of Arterial Occlusion on MRI Angiography of the Lower Limbs using Deep Learning MA thesis April 18, 2022 - October 18, 2022 Tri-Thien Nguyen Lukas Folle
Automated detection and defect recognition of photovoltaic modules in photoluminescence videos MA thesis March 1, 2022 - September 1, 2022 Susmitha Rachamreddy Vincent Christlein
Automatic Detection of Microorganisms on Microscopic Images of Fluid Samples using Machine Learning MA thesis March 15, 2022 - September 15, 2022 Silvan Marti Frauke Wilm
Synthesizing Art Historical datasets with Pixel-wise Annotations MA thesis March 7, 2022 - September 7, 2022 Mikhail Kulyabin Ronak Kosti
Prediction of Heat Consumption in District Heating Network using Wavelet-based Attention Network. MA thesis June 1, 2022 - December 1, 2022 Satyaki Chatterjee Siming Bayer
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
Determining the Influence of Papyrus Characteristics on Fragments Retrieval with Deep Metric Learning MA thesis December 1, 2021 - June 1, 2022 Timo Bohnstedt Mathias Seuret
Glioma Growth Prediction Using Reaction-Diffusion Modelling and Machine Learning MA thesis May 2, 2022 - November 2, 2022 Aishwarya Lakshmi Srinivasan Yixing Huang
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
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
Semi-supervised learning for multi-modal bone segmentation BA thesis August 1, 2022 - January 1, 2023 Johannes Enk Mingxuan Gu
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
New speech, motor and cognitive exercises for mobile Parkinson’s Disease monitoring with Apkinson BA thesis May 1, 2022 - October 1, 2022 Elisabeth Heinrich Andreas Maier
Writer Verification/Identification using SuperPoint and SuperGlue BA thesis May 16, 2022 - October 17, 2022 Alexander Klingebiel Vincent Christlein
Self-supervised learning for pathology classification BA thesis May 4, 2022 - October 4, 2022 Céline Pöhl Andreas Maier
Cone-Beam CT X-Ray Image Simulation for the Generation of Training Data BA thesis June 1, 2022 - November 2, 2022 Tobias Frieß Maximilian Rohleder