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Ziduo Yang
Observed names:
Yang, Ziduo,
ZIDUO YANG
Institution:
Jinan University
Observed institutions:
Sun Yat-sen University,
Jinan University,
National University of Singapore,
Peking University,
Vision Medicals (China)
ORCID:
0000-0002-8195-2526
Observed ORCID:
0000-0002-8195-2526
OpenAlex ID:
A5062913715
MGraphDTA: deep multiscale graph neural network for explainable drug–target binding affinity prediction
2022
·
Ziduo Yang
, Weihe Zhong
, et al.
·
Chemical Science
·
345
PDF
Learning size-adaptive molecular substructures for explainable drug–drug interaction prediction by substructure-aware graph neural network
2022
·
Ziduo Yang
, Weihe Zhong
, et al.
·
Chemical Science
·
128
PDF
Recent progress in transformer-based medical image analysis
2023
·
Zhaoshan Liu
, Qiujie Lv
, et al.
·
Computers in Biology and Medicine
·
124
PDF
Geometric Interaction Graph Neural Network for Predicting Protein–Ligand Binding Affinities from 3D Structures (GIGN)
2023
·
Ziduo Yang
, Weihe Zhong
, et al.
·
The Journal of Physical Chemistry Letters
·
121
Meta Learning With Graph Attention Networks for Low-Data Drug Discovery
2023
·
Qiujie Lv
, Guanxing Chen
, et al.
·
IEEE Transactions on Neural Networks and Learning Systems
·
106
TCMBank-the largest TCM database provides deep learning-based Chinese-Western medicine exclusion prediction
2023
·
Qiujie Lv
, Guanxing Chen
, et al.
·
Signal Transduction and Targeted Therapy
·
102
PDF
ML-DTI: Mutual Learning Mechanism for Interpretable Drug–Target Interaction Prediction
2021
·
Ziduo Yang
, Weihe Zhong
, et al.
·
The Journal of Physical Chemistry Letters
·
95
Retrosynthesis prediction using an end-to-end graph generative architecture for molecular graph editing
2023
·
Weihe Zhong
, Ziduo Yang
, et al.
·
Nature Communications
·
81
PDF
TCMBank: bridges between the largest herbal medicines, chemical ingredients, target proteins, and associated diseases with intelligence text mining
2023
·
Qiujie Lv
, Guanxing Chen
, et al.
·
Chemical Science
·
67
PDF
Lung Lesion Localization of COVID-19 From Chest CT Image: A Novel Weakly Supervised Learning Method
2021
·
Ziduo Yang
, Lu Zhao
, et al.
·
IEEE Journal of Biomedical and Health Informatics
·
63
PDF
3D graph neural network with few-shot learning for predicting drug–drug interactions in scaffold-based cold start scenario
2023
·
Qiujie Lv
, Jun Zhou
, et al.
·
Neural Networks
·
49
Interaction-Based Inductive Bias in Graph Neural Networks: Enhancing Protein-Ligand Binding Affinity Predictions From 3D Structures
2024
·
Ziduo Yang
, Weihe Zhong
, et al.
·
IEEE Transactions on Pattern Analysis and Machine Intelligence
·
46
Efficient equivariant model for machine learning interatomic potentials
2025
·
Ziduo Yang
, Xian Wang
, et al.
·
npj Computational Materials
·
40
Meta-MolNet: A Cross-Domain Benchmark for Few Examples Drug Discovery
2024
·
Qiujie Lv
, Guanxing Chen
, et al.
·
IEEE Transactions on Neural Networks and Learning Systems
·
38
Equivariant Flexible Modeling of the Protein–Ligand Binding Pose with Geometric Deep Learning
2023
·
Tiejun Dong
, Ziduo Yang
, et al.
·
Journal of Chemical Theory and Computation
·
35
CARes‐UNet: Content‐aware residual UNet for lesion segmentation of COVID‐19 from chest CT images
2021
·
Xinhua Xu
, Yuhang Wen
, et al.
·
Medical Physics
·
32
PDF
Scalable crystal structure relaxation using an iteration-free deep generative model with uncertainty quantification
2024
·
Ziduo Yang
, Yi-Ming Zhao
, et al.
·
Nature Communications
·
30
PDF
Automatic segmentation of hippocampus in hippocampal sparing whole brain radiotherapy: A multitask edge‐aware learning
2021
·
Qingtao Qiu
, Ziduo Yang
, et al.
·
Medical Physics
·
18
MedAugment: Universal automatic data augmentation plug-in for medical image analysis
2026
·
Zhaoshan Liu
, Qiujie Lv
, et al.
·
Knowledge-Based Systems
·
16
Accurate piezoelectric tensor prediction with equivariant attention tensor graph neural network
2025
·
Luqi Dong
, Xuanlin Zhang
, et al.
·
npj Computational Materials
·
15
Multi-scale multi-object semi-supervised consistency learning for ultrasound image segmentation
2024
·
Saidi Guo
, Zhaoshan Liu
, et al.
·
Neural Networks
·
13
Modeling crystal defects using defect informed neural networks
2025
·
Ziduo Yang
, Xiaoqing Liu
, et al.
·
npj Computational Materials
·
11
PDF
A multimodal model in the prediction of the delivery mode using data from a digital twin-empowered labor monitoring system
2024
·
Jieyun Bai
, Xue Kang
, et al.
·
Digital Health
·
11
Graph convolutional network approach to investigate potential selective Limk1 inhibitors
2021
·
Weihe Zhong
, Lu Zhao
, et al.
·
Journal of Molecular Graphics and Modelling
·
10
Multitask deep learning with dynamic task balancing for quantum mechanical properties prediction
2022
·
Ziduo Yang
, Weihe Zhong
, et al.
·
Physical Chemistry Chemical Physics
·
7
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Works count:
37
Citation count:
1,614
H-index:
18
I10-index:
24
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