Houliang Zhou

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 10

Top Topics

Convolutional Network

Disease Diagnosis

Canonical Correlation Analysis

Top Venues

Publications

Chen Kan, Zehao Ye, Houliang Zhou, Sreekanth R. Cheruku
DG-ECG: Multi-stream deep graph learning for the recognition of disease-altered patterns in electrocardiogram. Biomed. Signal Process. Control. 80 (Part) (2023)
Rong Zhou, Houliang Zhou, Brian Y. Chen, Li Shen, Yu Zhang, Lifang He
Attentive Deep Canonical Correlation Analysis for Diagnosing Alzheimer's Disease Using Multimodal Imaging Genetics. MICCAI (2) (2023)
Houliang Zhou, Yu Zhang, Lifang He, Li Shen, Brian Y. Chen
Interpretable Graph Convolutional Network for Alzheimer's Disease Diagnosis using Multi-Modal Imaging Genetics. BIBM (2023)
Rong Zhou, Houliang Zhou, Li Shen, Brian Y. Chen, Yu Zhang, Lifang He
Integrating Multimodal Contrastive Learning and Cross-Modal Attention for Alzheimer's Disease Prediction in Brain Imaging Genetics. BIBM (2023)
Qiyuan An, Rafe McBeth, Houliang Zhou, Bryan Lawlor, Dan Nguyen, Steve Jiang, Mark S. Link, Yingying Zhu
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. Sensors 22 (11) (2022)
Houliang Zhou, Lifang He, Yu Zhang, Li Shen, Brian Chen
Interpretable Graph Convolutional Network of Multi-Modality Brain Imaging for Alzheimer's Disease Diagnosis. CoRR (2022)
Houliang Zhou, Yu Zhang, Brian Y. Chen, Li Shen, Lifang He
Sparse Interpretation of Graph Convolutional Networks for Multi-modal Diagnosis of Alzheimer's Disease. MICCAI (8) (2022)
Houliang Zhou, Lifang He, Yu Zhang, Li Shen, Brian Chen
Interpretable Graph Convolutional Network Of Multi-Modality Brain Imaging For Alzheimer's Disease Diagnosis. ISBI (2022)
Houliang Zhou, Chen Kan
Tensor-Based ECG Anomaly Detection toward Cardiac Monitoring in the Internet of Health Things. Sensors 21 (12) (2021)
Houliang Zhou, Chenang Liu, Wenmeng Tian, Chen Kan
Echo State Network Learning for the Detection of Cyber Attacks in Additive Manufacturing. CASE (2021)