Topological Data Analysis
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Arvind Kumar
We are looking for up to 5 postdocs. Each selected candidate will work in close collaboration with other PIs in the dBrain consortium (see below), including researchers and clinicians at Karolinska Institute and Karolinska Hospital. https://www.digitalfutures.kth.se/research/collaborative-projects/dbrain/ dBRAIN is an interdisciplinary initiative within the ‘Digital Futures’ initiative at KTH Royal Institute of Technology, Stockholm (https://www.digitalfutures.kth.se/research/collaborative-projects). The goal is to better understand neurodegenerative diseases such as Parkinson’s disease and Alzheimer’s disease. We combine computational modeling, machine learning and topological data analysis to identify causal links among disease biomarkers and disease symptoms. This understanding should improve diagnosis, prediction of the disease progression and suggest better therapies.
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