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) |
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 |