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Current teaching activity (University of Göttingen)

Summer 2024: Biomedical Signal and Image Processing (5 ECTS, M.Sc. Applied Computer Science / Data Science) Stud.IP Link / Lecture and Exercise: Tuesday 14:15 - 17:45.
First lecture: 16.04.2024, Seminar room "Bistro", Robert-Koch-Straße 40.

Current theses

Looking for a thesis? Contact me and have a look at the group's page !

Past theses

Winter 2023: Bridging the Coding Gap: Extending an Open Source Web Application to Enable User-Friendly Automated Processing of Electrocardiograms (B.Sc. Thesis Ostfalia, Examiner: Prof. Dr. Claus Fühner)
Summer 2023: Extending a medical imaging platform by high performance computing for reproducible machine learning workflows (M.Sc. Thesis, Co-Examiner: Prof. Dr. Dagmar Krefting)
Summer 2023: Noise removal and signal quality assessment for ECG signals (M.Sc. Thesis, Examiner: Prof. Dr. Plonka-Hoch)
Summer 2023: Data-driven risk assessment using intraoperative biosignals during esophagectomy (B.Sc. Thesis, Co-Examiner: Prof. Dr. Hauschild)
Summer 2022: Automated processing and interpretation of heart signals using deep learning techniques (M.Sc. Thesis, Examiner: Prof. Dr. Tim Kacprowski)
Winter 2021: Cell detection in microscopy images of glioblastomas via artifical neural networks trained using crowdsourcing (M.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno, Prof. Dr. Friedrich Feuerhake)
Winter 2021: Stress detection in noisy pulse oximetry signals (B.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Summer 2021: Entwicklung und Evaluation eines Sensorkissens auf Basis der Phonokardiographie (B.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Summer 2021: Deep Learning applied to ECG Time-frequency Transforms for End-to-End Classification (M.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Summer 2021: Entwicklung eines Neuronalen Netzwerks zur Erkennung von physischen Aktivitäten aus textilen EKG-Signalen (B.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Summer 2021: Entwicklung eines Federated-Learning Frameworks zur Aktivitätsklassifikation anhand von einkanaligen Elektrokardiogramm-Daten (B.Sc. Thesis, Examiner: Prof. Dr. Tim Kacprowski)
Winter 2020: Entwicklung einer mobilen App zur Analyse der kardiopulmonalen Kopplung gemessen durch textile EKG-Sensoren (B.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Winter 2020: Entwicklung einer Edge-Plattform zur EKG-Analyse mittels Künstlicher Intelligenz (M.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Winter 2020: Multi-Sensor Fusion with Artificial Intelligence for Fall Detection in Smart Homes (M.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Summer 2020: Risikoanalyse und Implementierung einer IoT-Infrastruktur für das Monitoring von Vitalparametern gemessen durch textile Sensoren (M.Sc. Thesis, Examiner: Prof. Dr. Thomas M. Deserno)
Summer 2020: Automatisierte und ontologiebasierte Detektion von Fehlern in einem Register für klinische Studien (M.Sc. Thesis, Examiner: Prof. Dr. Thomas Königsmann)
Summer 2020: Improved scale-space line classification of multiscale parameter estimation for noisy ECG signals (B.Sc. Thesis, Examiner: Prof. Dr. Markus Kukuk)


International intern supervision

Winter 2023: Keshav Gandhi (University of Illinois at Urbana-Champaign)
Summer-Winter 2021: Vinothini Selvaraju (IIT Madras)
Summer 2021: Shrikant Arvavasu (NITK Surathkal; Now: University of Michigan )
Summer 2021: Mitali Meratwal (IIT Bombay)
Summer 2020: Samad Koita & Mohammad Taufeeque (IIT Bombay)
Summer 2017: Tyler Lovelace (Texas A&M University; Now: University of Pittsburgh)


Past teaching activity (University of Göttingen)

Winter 2023: Biosignalverarbeitung (5 ECTS, B.Sc. Applied Computer Science / Data Science) Stud.IP Link / Lecture: Wednesday 09:00 - 10:30 / Exercise: Wednesday 10:45-11:30.
First lecture: 25.10.2023, 09:00, Room 69 UBFT

Winter 2022: Biosignalverarbeitung (5 ECTS, B.Sc. Applied Computer Science / Data Science) Stud.IP Link / Lecture: Wednesday 09:00 - 10:30 / Exercise: Wednesday 10:45-11:30

Past teaching activity (Technical University of Braunschweig)

Winter 2021: Medical Informatics Seminar (supervision of a B.Sc. and a M.Sc. student)
Winter 2021: Biomedizinische Signal- und Bildanalyse (providing lectures and lessons)
Summer 2021: Team Project (jointly with Telecommunication Networks Group, TU Berlin)
Summer 2021: Team Project (supervision of student group)
Summer 2021: Software Engineering Laboratory (supervision of student group)
Winter 2020: Biomedizinische Signal- und Bildanalyse (providing lectures and lessons)
Winter 2020: Medical Informatics Seminar (supervision of two B.Sc. and two M.Sc. students)
Winter 2020: Research Seminar (jointly with Chair of Services Management, TU Braunschweig)
Summer 2020: Software Engineering Laboratory (supervision of student group)
Summer 2020: Unfallinformatik (provided lessons)