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Lin Zhang
Lin Zhang

Lin Zhang

Sr. Data Scientist
Academia
(Alumni)

Lin Zhang joined the SDSC as a senior data scientist. She completed her PhD at ETH Zurich in 2023, with a focus on simulation in medical imaging with deep learning. Before that, she obtained a bachelor degree in electrical engineering from the Technical University Munich, and a master degree in biomedical engineering from ETH Zurich. Her research interests include deep generative models, domain adaptation and applications of machine learning in healthcare.

Projects

DUPLET

In Progress
DUal Positron Lifetime Emission Tomography
Biomedical Data Science

MUTIGER

In Progress
MUTations, Interactions and GEne Regulation
Biomedical Data Science

Publications

Grover, A.; Zhang, L.; Muser, T.; Häfliger, S.; Wang, M.; Yates, J.; Van Allen, E. M.; Theis, F. J.; Ibarra, I. L.; Krymova, E.; et al. "UniversalEPI: a generalized attention-based deep ensemble model to accurately predict enhancer-promoter interactions across diverse cell types and conditions" Preprint 2024 View publication
Cramer, E. Y.; Huang, Y.; Wang, Y.; Ray, E. L.; Cornell, M.; Bracher, J.; Brennen, A.; Rivadeneira, A. J. C.; Gerding, A.; House, K.; et al. "The United States COVID-19 Forecast Hub dataset" Scientific Data 9 1 462 2022 View publication

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