Student Theses and Jobs
Info
We always have open topics for Bachelor and Master Theses, Forschungspraktika, Hochschulpraktika and Master Projects and also open positions for student work (HiWi positions). You can find most of them listed in the tables below. If you do not find a suitable topic in there we would still like to encourage you to contact us and tell us about your ideas.
Please use the contact form below to apply for any of the listed topics, open positions or to propose your own topic. We will then get in contact with you.
Open Research Topics
[B] = More suited for a Bachelor’s Thesis
[M] = More suited for a Master’s Thesis
[P] = More suited for Project (e.g. Computer Science “Master Project”)
[I] = More suited for a Implementation Task
[RI] = More suited for Research Internship
| Thesis ID | Scope | Topic | Area | Supervisor |
| 1927 | RI/P | StereoViper – 3D stimuli for assessment and training of stereoacuity | HCI, Computer Graphics | Wolfgang Mehringer (M. Sc.) |
| 2003 | P/RI | Assessing the Effect of Neurofeedback based Training in Virtual Reality | HCI | Markus Wirth (M. Sc.) |
| 2012 | M | Digital phenotyping of chronic pain patients undergoing neuromodulation (in cooperation with the Medical Faculty, Neurosurgery) |
Data Analysis, Machine Learning, Biomedical Signal Analysis |
Dr.-Ing. Felix Kluge Prof. Dr. med. Thomas M. Kinfe |
| 2014 | M/P/RI | Approximation of physical based LIDAR simulation in Blensor using Deep Learning | Machine Learning, Simulation | Franz Köferl (M. Sc.) |
| 2020 | B/M/P/RI | Investigation of a Blockchain-based service network for digitalisation of the maternity log (Mutterpass) in the German healthcare system. Focus is on consumer-to-(healthcare-)provider transactions and verifications and anonymous information storage of the maternity log contents on the Blockchain using smart contracts. | Digital Health | Stefan Gradl (M. Sc.) Michael Nissen (M. Sc.) Dr. rer. nat. Hanna Hübner (Frauenklinik, UK Erlangen) |
| 2023 | RI/P/M | “Mixed-Type and Irregularly Sampled Time Series Analysis” – Such data includes for example electronic health records (EHR) or combined sensor and event log data. Tasks include the extension of RNN architectures to deal with such data efficiently. | Deep Learning, Machine Learning, Time Series Analysis | An Nguyen (M. Sc.) |
| 2027 | P/RI | Requirements Engineering and Market Research for Pregnancy and Maternity Mobile Apps | Digital Health | Michael Nissen (M. Sc.) Stefan Gradl (M. Sc.) Dr. rer. nat. Hanna Hübner (Frauenklinik, UK Erlangen) |
| 2030 | M | Classification of localized defects on silicon carbide (SiC) wafers using domain adaptation techniques | Deep Learning, Transfer Learning, Domain Adaptation | Matthias Zürl (M. Sc.), Franz Köferl (M. Sc.), Intego GmbH |
| 2033 | RI / M | Clustering of disease trajectories and prediction of outcomes from large real-world datasets | Digital Health, Machine Learning | Novartis Institutes for Biomedical Research Translational Medicine |
| 2034 | P/RI | SMART Start: Digitising and improving prenatal and maternal care through the use of wearables and machine learning | Digital Health, Machine Learning | Michael Nissen (M. Sc.) Stefan Gradl (M. Sc.) Dr. rer. nat. Hanna Hübner (Frauenklinik, UK Erlangen) |
| 2035 | B/M | Machine learning for systems biology – Molecular profiling of IBD patients for prediction and monitoring of response to targeted therapies | Digital Health, Machine Learning, Systems Biology |
Prof. Dr. Björn Eskofier Prof. Dr. Raja Atreya (UK Erlangen) |
| 2036 | B/M | Clustering of Stride Types on Free-living Gait Data in Parkinson’s Disease | Machine Learning, Gait Analysis | Nils Roth (M. Sc.) |
| 2037 | M | “How do you move when you’re stressed?” – Analysis of motion patterns and behavior during acute psychosocial stress (in cooperation with Chair of Health Psychology, FAU) |
Data Analysis, Machine Learning, Motion Analysis, Health Psychology |
Robert Richer (M. Sc.) Arne Küderle (M. Sc.) Dr.-Ing. Felix Kluge Prof. Dr. Nicolas Rohleder |
| 2039 | RI | Adaptation of existing sit-to-stand transition detection algorithms to a new sensor position for real-time vertigo analysis | Motion Analysis, Digital Health, Signal Processing, Machine Learning |
Robert Richer (M. Sc.) |
| 2041 | M | Towards Training Robust Neural Networks: On the Effect of Regularizing Attacks During Adversarial Training | Adversarial Machine Learning, Deep Learning | Leo Schwinn (M. Sc.) |
| 2042 | M/P | Transformer Networks for Multivariate Time Serie Forecasting | Deep Learning, Machine Learning, Time Series Analysis | Philipp Schlieper (M. Sc.) |
| 2043 | RI | Automatic detection and correction of sensor orientation in wearable gait analysis | Gait Analysis, Signal Processing | Martin Ullrich (M. Sc.) Malte Ollenschläger (M. Sc.) Arne Küderle (M. Sc.) |
Student Assistant Jobs
| Job ID | Topic | Area | Supervisor |
| currently no jobs available | |||
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