Danh-Tai Hoang

A deep-learning framework to predict cancer treatment response from histopathology images through imputed transcriptomics

Danh-Tai Hoang, Gal Dinstag, Eldad D. Shulman et al. · Nature Cancer · 2024 · 100 citations · Full text

Deep-learning Framework, Systems Biology, Engineering +15

A Conserved Rule for Pancreatic Islet Organization

Danh-Tai Hoang, Hitomi Matsunari, Masaki Nagaya et al. · PLoS ONE · 2014 · 59 citations · Full text

Prediction of DNA methylation-based tumor types from histopathology in central nervous system tumors with deep learning

Danh-Tai Hoang, Eldad D. Shulman, Rust Turakulov et al. · Nature Medicine · 2024 · 46 citations

Neuro-oncology, Systems Biology, Engineering +13

Design Principles of Pancreatic Islets: Glucose-Dependent Coordination of Hormone Pulses

Danh-Tai Hoang, Manami Hara, Junghyo Jo · PLoS ONE · 2016 · 26 citations · Full text

Signal Transduction, Molecular Physiology, Biochemistry +15

Network inference in stochastic systems from neurons to currencies: Improved performance at small sample size

Danh-Tai Hoang, Juyong Song, Vipul Periwal et al. · Physical review. E · 2019 · 16 citations · Full text