FL-QSAR: a federated learning-based QSAR prototype for collaborative drug discovery

Secure multiparty computation for privacy-preserving drug discovery

(2020) Rong Ma et al.   BIOINFORMATICS

Applications of machine learning in drug discovery and development

(2019) Jessica Vamathevan et al.   NATURE REVIEWS DRUG DISCOVERY

Comparison and Modelling of Country-level Microblog User and Activity in Cyber-physical-social Systems Using Weibo and Twitter Data

(2019) Po Yang et al.   ACM Transactions on Intelligent Systems and Technology

MR fingerprinting Deep RecOnstruction NEtwork (DRONE)

(2018) Ouri Cohen et al.   MAGNETIC RESONANCE IN MEDICINE

Secure genome-wide association analysis using multiparty computation

(2018) Hyunghoon Cho et al.   NATURE BIOTECHNOLOGY

Interpretable dimensionality reduction of single cell transcriptome data with deep generative models

(2018) Jiarui Ding et al.   Nature Communications

Fréchet ChemNet Distance: A Metric for Generative Models for Molecules in Drug Discovery

(2018) Kristina Preuer et al.   Journal of Chemical Information and Modeling

Realizing private and practical pharmacological collaboration

(2018) Brian Hie et al.   SCIENCE

VASC: Dimension Reduction and Visualization of Single-cell RNA-seq Data by Deep Variational Autoencoder

(2018) Dongfang Wang et al.   GENOMICS PROTEOMICS & BIOINFORMATICS

Deriving genomic diagnoses without revealing patient genomes

(2017) Karthik A. Jagadeesh et al.   SCIENCE

Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

(2017) Angel Cruz-Roa et al.   Scientific Reports

Deep Neural Nets as a Method for Quantitative Structure–Activity Relationships

(2015) Junshui Ma et al.   Journal of Chemical Information and Modeling