Kyle Swanson

A Deep Learning Approach to Antibiotic Discovery

Jonathan Stokes, Kevin Yang, Kyle Swanson et al. · Cell · 2020 · 2K citations · Full text

Antimicrobial Drug Discovery, Antimicrobial Susceptibility, Antibiotics +8

Analyzing Learned Molecular Representations for Property Prediction

Kevin Yang, Kyle Swanson, Wengong Jin et al. · Journal of Chemical Information and Modeling · 2019 · 1.6K citations · Full text

Geometric Learning, Engineering, Machine Learning +16

Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii

Gary Liu, Denise B. Catacutan, Khushi Rathod et al. · Nature Chemical Biology · 2023 · 283 citations

Antimicrobial Drug Discovery, Deep Learning-guided Discovery, Health Sciences +9

Mammographic Breast Density Assessment Using Deep Learning: Clinical Implementation

Constance D. Lehman, Adam Yala, Tal Schuster et al. · Radiology · 2018 · 273 citations

Convolutional Neural Network, Engineering, Machine Learning +16

ADMET-AI: a machine learning ADMET platform for evaluation of large-scale chemical libraries

Kyle Swanson, Parker Walther, Jeremy Leitz et al. · Bioinformatics · 2024 · 173 citations · Full text