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2020 – today
- 2024
[i1]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 abs/2407.16822 (2024)- 2023
- [j5]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: 102693 (2023) - [c5]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: 452-460 - 2022
- [j4]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: 103893 (2022) - 2021
- [j3]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: 104812 (2021) - 2020
- [j2]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): 2363-2373 (2020) - [c4]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: 33-43
2010 – 2019
- 2019
- [j1]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): 1720-1729 (2019) - [c3]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: 1-4 - 2017
- [c2]Jiayue Cai, Z. Jane Wang, Soojin Lee, Martin J. McKeown:
Assessing functional connectivity of brainstem nuclei in fMRI data. GlobalSIP 2017: 176-180 - 2016
- [c1]Jiayue Cai, Z. Jane Wang, Silke Appel-Cresswell, Martin J. McKeown:
Feature selection to simplify BDI for efficient depression identification. CCECE 2016: 1-4
Coauthor Index
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