Ruifeng Liu

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Structure Activity Relationship

Top Venues

Journal of chemical information and modeling

BMC pharmacology & toxicology

Journal of computer-aided molecular design

This page only lists publications with an associated author ORCID identifier.

Publications

Mohamed Diwan M AbdulHameed, Ruifeng Liu, Anders Wallqvist
Using a Graph Convolutional Neural Network Model to Identify Bile Salt Export Pump Inhibitors. ACS omega 8 (24) (2023)
Mohamed Diwan M AbdulHameed, Ruifeng Liu, Anders Wallqvist
Using a Graph Convolutional Neural Network Model to Identify Bile Salt Export Pump Inhibitors. ACS omega 8 (24) (2023)
Ruifeng Liu, Srinivas Laxminarayan, Jaques Reifman, Anders Wallqvist
Enabling data-limited chemical bioactivity predictions through deep neural network transfer learning. Journal of computer-aided molecular design 36 (12) (2022)
Ruifeng Liu, Kyle P Glover, Michael G Feasel, Anders Wallqvist
General Approach to Estimate Error Bars for Quantitative Structure-Activity Relationship Predictions of Molecular Activity. Journal of chemical information and modeling 58 (8) (2018)
Ruifeng Liu, Anders Wallqvist
Molecular Similarity-Based Domain Applicability Metric Efficiently Identifies Out-of-Domain Compounds. Journal of chemical information and modeling 59 (1) (2018)
Ruifeng Liu, Hao Wang, Kyle P Glover, Michael G Feasel, Anders Wallqvist
Dissecting Machine-Learning Prediction of Molecular Activity: Is an Applicability Domain Needed for Quantitative Structure-Activity Relationship Models Based on Deep Neural Networks? Journal of chemical information and modeling 59 (1) (2018)
Ruifeng Liu, Mohamed Diwan M AbdulHameed, Anders Wallqvist
Molecular Structure-Based Large-Scale Prediction of Chemical-Induced Gene Expression Changes. Journal of chemical information and modeling 57 (9) (2017)
Ruifeng Liu, Mohamed Diwan M AbdulHameed, Kamal Kumar, Xueping Yu, Anders Wallqvist, Jaques Reifman
Data-driven prediction of adverse drug reactions induced by drug-drug interactions. BMC pharmacology & toxicology 18 (1) (2017)