Jiayue Cai

16 papers Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Composed Vision-Language Retrieval for Skin Cancer Case Search via Joint Alignment of Global and Local Representations.
CoRR
Yuheng Wang, Yuji Lin, Dongrun Zhu, Jiayue Cai, Sunil Kalia, Harvey Lui, Chunqi Chang, Z. Jane Wang, Tim K. Lee
2026 J jnl
GloW-VSNet: A scribble-based weakly supervised framework for global-view vitiligo lesion segmentation.
Medical Image Anal.
Yuheng Wang, Yuhan Zheng, Chloe Yue, Thomas Zhang, Jiayue Cai, Chunqi Chang, Harvey Lui, Sunil Kalia, Z. Jane Wang, Tim K. Lee
2026 J jnl
Improved Alzheimer's disease diagnosis using multimodal sparse similarity feature selection and auxiliary data.
Biomed. Signal Process. Control.
Ahmed Elazab, Hanyu Wang, Changmiao Wang, Yudong Zhang, Juan M. Górriz, Jiayue Cai, Chunqi Chang
2026 J jnl
Integrating Clinical Knowledge Graphs and Gradient-Based Neural Systems for Enhanced Melanoma Diagnosis via the Seven-Point Checklist.
IEEE Trans. Neural Networks Learn. Syst.
Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Zhen Wang, Tim K. Lee
2026 J jnl
Signal-aware synthesis of tissue polarization uniformity from OCT images guided by an SNR-based heuristic.
Expert Syst. Appl.
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
2024 J jnl
AI-Enhanced 7-Point Checklist for Melanoma Detection Using Clinical Knowledge Graphs and Data-Driven Quantification.
CoRR
Yuheng Wang, Tianze Yu, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee
2023 — conf
Brainstem Functional Parcellation Based on Spatial Connectivity Features Using Functional Magnetic Resonance Imaging.
CICAI (2)
Meiyi Wang, Zuyang Liang, Cong Zhang, Yuhan Zheng, Chunqi Chang, Jiayue Cai
2023 J jnl
SSD-KD: A self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images.
Medical Image Anal.
Yongwei Wang, Yuheng Wang, Jiayue Cai, Tim K. Lee, Chunyan Miao, Z. Jane Wang
2022 J jnl
Multi-channel content based image retrieval method for skin diseases using similarity network fusion and deep community analysis.
Biomed. Signal Process. Control.
Yuheng Wang, Nandinee Fariah Haq, Jiayue Cai, Sunil Kalia, Harvey Lui, Z. Jane Wang, Tim K. Lee
2021 J jnl
Incorporating clinical knowledge with constrained classifier chain into a multimodal deep network for melanoma detection.
Comput. Biol. Medicine
Yuheng Wang, Jiayue Cai, Daniel C. Louie, Z. Jane Wang, Tim K. Lee
2020 J jnl
Novel Regional Activity Representation With Constrained Canonical Correlation Analysis for Brain Connectivity Network Estimation.
IEEE Trans. Medical Imaging
Jiayue Cai, Yuheng Wang, Aiping Liu, Martin J. McKeown, Z. Jane Wang
2020 — conf
Parkinson's Disease Detection from fMRI-Derived Brainstem Regional Functional Connectivity Networks.
MICCAI (7)
Nandinee Fariah Haq, Jiayue Cai, Tianze Yu, Martin J. McKeown, Z. Jane Wang
2019 — conf
Classifying Melanoma and Seborrheic Keratosis Automatically with Polarization Speckle Imaging.
GlobalSIP
Yuheng Wang, Jiayue Cai, Daniel C. Louie, Harvey Lui, Tim K. Lee, Z. Jane Wang
2019 J jnl
Dynamic Graph Theoretical Analysis of Functional Connectivity in Parkinson's Disease: The Importance of Fiedler Value.
IEEE J. Biomed. Health Informatics
Jiayue Cai, Aiping Liu, Taomian Mi, Saurabh Garg, Wade Trappe, Martin J. McKeown, Z. Jane Wang
2017 — conf
Assessing functional connectivity of brainstem nuclei in fMRI data.
GlobalSIP
Jiayue Cai, Z. Jane Wang, Soojin Lee, Martin J. McKeown
2016 — conf
Feature selection to simplify BDI for efficient depression identification.
CCECE
Jiayue Cai, Z. Jane Wang, Silke Appel-Cresswell, Martin J. McKeown