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Author

Houliang Zhou

Observed names: ZHOU, HOULIANG, Zhou, Houliang
Institution: Lehigh University
ORCID: 0000-0002-5793-3042
Observed ORCID: 0000-0002-5793-3042
OpenAlex ID: A5000655873
Multi-Modal Diagnosis of Alzheimer’s Disease Using Interpretable Graph Convolutional Networks
2024 · Houliang Zhou, Lifang He, et al. · IEEE Transactions on Medical Imaging · 49
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Interpretable Graph Convolutional Network Of Multi-Modality Brain Imaging For Alzheimer’s Disease Diagnosis
2022 · Houliang Zhou, Lifang He, et al. · IEEE International Symposium on Biomedical Imaging (ISBI) · 36
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Tensor-Based ECG Anomaly Detection toward Cardiac Monitoring in the Internet of Health Things
2021 · Houliang Zhou, Chen Kan · Sensors · 30
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DG-ECG: Multi-stream deep graph learning for the recognition of disease-altered patterns in electrocardiogram
2022 · Chen Kan, Zehao Ye, et al. · Biomedical Signal Processing and Control · 25
Attentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer’s Disease Using Multimodal Imaging Genetics
2023 · Rong Zhou, Houliang Zhou, et al. · Lecture notes in computer science · 16
Integrating Multimodal Contrastive Learning and Cross-Modal Attention for Alzheimer’s Disease Prediction in Brain Imaging Genetics
2023 · Rong Zhou, Houliang Zhou, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 15
Sparse Interpretation of Graph Convolutional Networks for Multi-modal Diagnosis of Alzheimer’s Disease
2022 · Houliang Zhou, Yu Zhang, et al. · Lecture notes in computer science · 12
Echo State Network Learning for the Detection of Cyber Attacks in Additive Manufacturing
2021 · Houliang Zhou, Chenang Liu, et al. · IEEE International Conference on Automation Science and Engineering (CASE) · 11
Examining the Impacts of the Built Environment on Quality of Life in Cancer Patients Using Machine Learning
2021 · Roya Etminani-Ghasrodashti, Chen Kan, et al. · Sustainability · 9
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Learning to predict rare events: the case of abnormal grain growth
2025 · Houliang Zhou, Benjamin Zalatan, et al. · npj Computational Materials · 6
Prediction of Type and Recurrence of Atrial Fibrillation after Catheter Ablation via Left Atrial Electroanatomical Voltage Mapping Registration and Multilayer Perceptron Classification: A Retrospective Study
2022 · Qiyuan An, Rafe McBeth, et al. · Sensors · 5
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Interpretable Graph Convolutional Network for Alzheimer’s Disease Diagnosis using Multi-Modal Imaging Genetics
2023 · Houliang Zhou, Yu Zhang, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 4
A Multiattribute and Multidimensional Based Comprehensive Evaluation Method for New Multipulse Integrated Metro Traction Power Supply System
2020 · Bonan An, Yong Li, et al. · IEEE Transactions on Industry Applications · 4
A Multi-attribute and Multi-dimensional based Comprehensive Evaluation Method for New Multi-Pulse Integrated Metro Traction Power Supply System
2020 · Bonan An, Yong Li, et al. · IEEE/IAS Industrial and Commercial Power Systems Technical Conference · 1
Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality Imputation
2026 · Rong Zhou, Houliang Zhou, et al. · IEEE International Symposium on Biomedical Imaging (ISBI)
SDE-Driven Spatio-Temporal Hypergraph Neural Networks for Irregular Longitudinal fMRI Connectome Modeling in Alzheimer's Disease
2026 · Chen, Ruiying, Wang, Yutong, et al. · arXiv (Cornell University)
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Adaptive Clinical-Aware Latent Diffusion for Multimodal Brain Image Generation and Missing Modality Imputation
2026 · Zhou, Rong, Zhou, Houliang, et al. · arXiv (Cornell University)
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Mutations in Active Surface Sites of Ntggpps1 Enhance Carotenoid Biosynthesis and Drought Resistance in Nicotiana Tabacum
2025 · Ran Wang, Shanshan Song, et al. · SSRN Electronic Journal
DeepVASP-S: a deep-learning tool for explaining steric mechanism that controls binding specificity
2023 · Yangying Liu, Houliang Zhou, et al. · bioRxiv (Cold Spring Harbor Laboratory)
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Works count: 22
Citation count: 223
H-index: 9
I10-index: 8
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