Berens Lab

Data Science for Vision Research

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Lisa Koch

Surname Koch
First name Lisa
Present position and title

Group Leader "Machine Learning for Medical Diagnostics"

Business address

Werner Reichardt Centre for Integrative Neuroscience (CIN)
Institute for Ophthalmic Research
University of Tübingen
Otfried-Müller-Str. 25
D-72076 Tübingen,
Germany

E-mail: lisa.koch[at]uni-tuebingen.de
Website: www.lisako.ch

Academic Education

Year Degree University Field of study
2016 PhD Imperial College London, UK Computer Science
2011 M.Sc. ETH Zurich, Switzerland Biomedical Engineering
2009 B.Sc. ETH Zurich, Switzerland Electrical Engineering and Information Technology

Professional Experience

Period Institution Position Discipline
2019 - 2020 Ava AG, Switzerland Manager Data Science ML for Medical Devices
2018 - 2019 Ava AG, Switzerland Senior Data Scientist ML for Medical Devices
2017 - 2018 ETH Zurich, Switzerland Post-Doc Medical Image Analysis
2012 - 2017 Imperial College London, UK PhD student Medical Image Analysis
2012 Zuehlke, Switzerland Product Development Engineer Software and Electronics

Research Interests

I have a background in academic research as well as managing and executing the development of machine learning algorithms for healthcare. This provided me with exposure to the current challenges in deploying Artficial Intelligence in the real world. My focus lies in medical image analysis research that can ultimately benefit patient health safely, securely and fairly.

Specific research interests include: generative modelling for domain adaptation and verification, causality, uncertainty estimation, privacy.