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@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.
Selected Publications
Google Scholar: https://scholar.google.com/citations?user=R0iwuiIAAAAJ&hl=en