Jiayue Cai

According to our database, Jiayue Cai authored at least 16 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Composed Vision-Language Retrieval for Skin Cancer Case Search via Joint Alignment of Global and Local Representations.

Yuheng Wang, Yuji Lin, Dongrun Zhu, Jiayue Cai, Sunil Kalia, Harvey Lui, Chunqi Chang, Z. Jane Wang, Tim K. Lee

CoRR, March, 2026

Integrating Clinical Knowledge Graphs and Gradient-Based Neural Systems for Enhanced Melanoma Diagnosis via the Seven-Point Checklist.

Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Zhen Wang, Tim K. Lee

IEEE Trans. Neural Networks Learn. Syst., January, 2026

GloW-VSNet: A scribble-based weakly supervised framework for global-view vitiligo lesion segmentation.

Yuheng Wang, Yuhan Zheng, Chloe Yue, Thomas Zhang, Jiayue Cai, Chunqi Chang, Harvey Lui, Sunil Kalia, Z. Jane Wang, Tim K. Lee

Medical Image Anal., 2026

Signal-aware synthesis of tissue polarization uniformity from OCT images guided by an SNR-based heuristic.

Yuheng Wang, Chris Zhou, Jiayue Cai, Xin Lu, Shuo Tang, John D. W. Madden, Orlando J. Rojas, Sunil Kalia, Z. Jane Wang, Daniel C. Louie, Tim K. Lee

Expert Syst. Appl., 2026

Improved Alzheimer's disease diagnosis using multimodal sparse similarity feature selection and auxiliary data.

Ahmed Elazab, Hanyu Wang, Changmiao Wang, Yudong Zhang, Juan M. Górriz, Jiayue Cai, Chunqi Chang

Biomed. Signal Process. Control., 2026

2024

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, Tim K. Lee

CoRR, 2024

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

Medical Image Anal., 2023

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

Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022

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, Tim K. Lee

Biomed. Signal Process. Control., 2022

2021

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, Tim K. Lee

Comput. Biol. Medicine, 2021

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

IEEE Trans. Medical Imaging, 2020

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

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, Wade Trappe, Martin J. McKeown, Z. Jane Wang

IEEE J. Biomed. Health Informatics, 2019

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

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019

2017

Assessing functional connectivity of brainstem nuclei in fMRI data.

Jiayue Cai, Z. Jane Wang, Soojin Lee, Martin J. McKeown

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016

Feature selection to simplify BDI for efficient depression identification.

Jiayue Cai, Z. Jane Wang, Silke Appel-Cresswell, Martin J. McKeown

Proceedings of the 2016 IEEE Canadian Conference on Electrical and Computer Engineering, 2016