Das Klinikum

Dr. rer. nat. Stefanie Liebe
Resident in Neurology and Epileptology / Clinician Scientist
I am a Resident in the Department of Neurology/Epileptology and a Clinician Scientist at the Cluster of Excellence 'Machine Learning for Science'. I use AI and Machine Learning methods for research questions in systems neuroscience with a focus on epilepsy and memory.
Kontakt
E-Mail-Adresse: stefanie.liebe@uni-tuebingen.de
Klinik / Institut / Zentrum
Klinische Schwerpunkte
- Epilepsie, Schwerpunkt prächirurgische Anfallsdiagnostik / Video EEG Monitoring
Zur Person
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I am a Clinician Scientist with research interests at the intersection of systems neuroscience and epilepsy, with degrees both in medicine and psychology. During my PhD in Neuroscience at the Max Planck Institute for Biological Cybernetics in Tübingen I studied neural mechanisms underlying visual memory using extracellular recordings of single unit activity and local field potentials. After a post-doc in the UK, I continued to work on similar topics using intracranial recordings from human epilepsy patients at the University Hospital Bonn. Recently I became interested in applying AI methods to better understand neural mechanisms of memory and characterising neurological diseases such as epilepsy. To this end, I am collaborating with several groups in the ML Cluster of Excellence.
Wissenschaftliche Tätigkeit
- Clinician Scientist at the Cluster of Excellence 'Machine Learning in Science'
- ClinBrain Project: Using AI methods and machine learning tools in the analysis of EEG to support and improve diagnosis of epilepsy in collaboration with Prof. Zeynep Akata
- Investigating of underlying neural mechanisms of visual perception and memory processing using a. single unit activity and local field potential recordings in the medial temporal lobe of human epilepsy patients and b. deep neural network modelling. Collaboration with Florian Mormann, UK Bonn and Jakob Macke, ML Cluster, UK Tübingen.
Ausbildung & beruflicher Werdegang
- 08/2016-08/2020Research Fellow (AG Prof. Florian Mormann, Cognitive and Clinical Neurophysiology, Clinic for Epileptology / University Hospital Bonn
- 08/2018-08/2020Resident Epileptology, Clinic for Epileptology at the University Hospital Bonn
- 09/2020-presentResident, Department of Neurology with focus on Epileptology
Preise & Auszeichnungen
Publikationen
- Stefanie Liebe, Matthijs Pals, Johannes Niediek, Jakob Macke, Florian Mormann (2022). Phase dependent maintenance of temporal order in biological and artificial recurrent neural networks. Computational and Systems Neuroscience (COSYNE), Lisbon, Portugal (poster).
- Publikationen
Veranstaltungen / Vorlesungen
- Vorlesung 'Epilepsie' , Studiengang Pflege B.Sc. Universität Tübingen