Feature selection to simplify BDI for efficient depression identification. - Jiayue Cai; Z. Jane Wang 001; Silke Appel-Cresswell; Martin J. McKeown (CCECE, 2016)

Assessing functional connectivity of brainstem nuclei in fMRI data. - Jiayue Cai; Z. Jane Wang 001; Soojin Lee; Martin J. McKeown (GlobalSIP, 2017)

Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging. - Yuheng Wang; Jiayue Cai; Daniel C. Louie; Harvey Lui; Tim K. Lee; Z. Jane Wang 001 (GlobalSIP, 2019)

Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value. - Jiayue Cai; Aiping Liu; Taomian Mi; Saurabh Garg 004; Wade Trappe; Martin J. McKeown; Z. Jane Wang 001 (IEEE J. Biomed. Health Informatics, 2019)

Parkinson's Disease Detection from fMRI-Derived Brainstem Regional Functional Connectivity Networks. - Nandinee Fariah Haq; Jiayue Cai; Tianze Yu; Martin J. McKeown; Z. Jane Wang 001 (MICCAI (7), 2020)

Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation. - Jiayue Cai; Yuheng Wang; Aiping Liu; Martin J. McKeown; Z. Jane Wang 001 (IEEE Trans. Medical Imaging, 2020)

Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection. - Yuheng Wang; Jiayue Cai; Daniel C. Louie; Z. Jane Wang 001; Tim K. Lee (Comput. Biol. Medicine, 2021)

Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis. - Yuheng Wang; Nandinee Fariah Haq; Jiayue Cai; Sunil Kalia; Harvey Lui; Z. Jane Wang 001; Tim K. Lee (Biomed. Signal Process. Control., 2022)

Brainstem Functional Parcellation Based on Spatial Connectivity Features Using Functional Magnetic Resonance Imaging. - Meiyi Wang; Zuyang Liang; Cong Zhang; Yuhan Zheng; Chunqi Chang; Jiayue Cai (CICAI (2), 2023)

SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images. - Yongwei Wang; Yuheng Wang; Jiayue Cai; Tim K. Lee; Chunyan Miao; Z. Jane Wang 001 (Medical Image Anal., 2023)

AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification. - Yuheng Wang; Tianze Yu; Jiayue Cai; Sunil Kalia; Harvey Lui; Z. Jane Wang 001; Tim K. Lee (CoRR, 2024)