Ruochi Zhang

Severity Detection for the Coronavirus Disease 2019 (COVID-19) Patients Using a Machine Learning Model Based on the Blood and Urine Tests

Haochen Yao, Nan Zhang, Ruochi Zhang et al. · Frontiers in Cell and Developmental Biology · 2020 · 129 citations · Full text

Intelligent Diagnostics, Diagnosis, Disease Detection +17

XGraphBoost: Extracting Graph Neural Network-Based Features for a Better Prediction of Molecular Properties

Daiguo Deng, Xiaowei Chen, Ruochi Zhang et al. · Journal of Chemical Information and Modeling · 2021 · 85 citations

Engineering, Machine Learning, Machine Learning Tool +21

RIFS: a randomly restarted incremental feature selection algorithm

Yuting Ye, Ruochi Zhang, Weiwei Zheng et al. · Scientific Reports · 2017 · 34 citations · Full text

Engineering, Machine Learning, Data Science +15

Describe Molecules by a Heterogeneous Graph Neural Network with Transformer-like Attention for Supervised Property Predictions

Daiguo Deng, Zengrong Lei, Xiaobin Hong et al. · ACS Omega · 2022 · 28 citations · Full text

Geometric Learning, Graph Representation Learning, Machine Learning +17

MUSTv2: An Improved De Novo Detection Program for Recently Active Miniature Inverted Repeat Transposable Elements (MITEs)

Ruiquan Ge, Guoqin Mai, Ruochi Zhang et al. · Berichte aus der medizinischen Informatik und Bioinformatik/Journal of integrative bioinformatics · 2017 · 21 citations · Full text