Jiayue Cai

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 11

Top Topics

Functional Connectivity

Top Venues

Biomed. Signal Process. Control.

Medical Image Anal.

Publications

Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee
AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification. CoRR (2024)
Yongwei Wang, Yuheng Wang, Jiayue Cai, Tim K. Lee, Chunyan Miao, Z. Jane Wang
SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images. Medical Image Anal. 84 (2023)
Meiyi Wang, Zuyang Liang, Cong Zhang, Yuhan Zheng, Chunqi Chang, Jiayue Cai
Brainstem Functional Parcellation Based on Spatial Connectivity Features Using Functional Magnetic Resonance Imaging. CICAI (2) (2023)
Yuheng Wang, Nandinee Fariah Haq, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee
Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis. Biomed. Signal Process. Control. 78 (2022)
Yuheng Wang, Jiayue Cai, Daniel C. Louie, Z. Jane Wang, Tim K. Lee
Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection. Comput. Biol. Medicine 137 (2021)
Jiayue Cai, Yuheng Wang, Aiping Liu, Martin J. McKeown, Z. Jane Wang
Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation. IEEE Trans. Medical Imaging 39 (7) (2020)
Nandinee Fariah Haq, Jiayue Cai, Tianze Yu, Martin J. McKeown, Z. Jane Wang
Parkinson's Disease Detection from fMRI-Derived Brainstem Regional Functional Connectivity Networks. MICCAI (7) (2020)
Jiayue Cai, Aiping Liu, Taomian Mi, Saurabh Garg, Wade Trappe, Martin J. McKeown, Z. Jane Wang
Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value. IEEE J. Biomed. Health Informatics 23 (4) (2019)
Yuheng Wang, Jiayue Cai, Daniel C. Louie, Harvey Lui, Tim K. Lee, Z. Jane Wang
Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging. GlobalSIP (2019)
Jiayue Cai, Z. Jane Wang, Soojin Lee, Martin J. McKeown
Assessing functional connectivity of brainstem nuclei in fMRI data. GlobalSIP (2017)
Jiayue Cai, Z. Jane Wang, Silke Appel-Cresswell, Martin J. McKeown
Feature selection to simplify BDI for efficient depression identification. CCECE (2016)