Junyi Xin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Medical Image Segmentation

Kernel Learning

Disease Progression

Top Venues

Nucleic Acids Res.

Publications

Guanqun Sun, Han Shu, Feihe Shao, Teeradaj Racharak, Weikun Kong, Yizhi Pan, Jingjing Dong, Shuang Wang, Le-Minh Nguyen, Junyi Xin
FKD-Med: Privacy-Aware, Communication-Optimized Medical Image Segmentation via Federated Learning and Model Lightweighting Through Knowledge Distillation. IEEE Access 12 (2024)
Zhi Li, Lei Zhang, Junyi Xin, Jianfei He, Yan Li, Zhenjun Ma, Qi Sun
A Brief Discussion on the Philosophical Principles and Development Directions of Data Circulation. CoRR (2024)
Yizhi Pan, Junyi Xin, Tianhua Yang, Teeradaj Racharak, Le-Minh Nguyen, Guanqun Sun
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images. CoRR (2024)
Guanqun Sun, Yizhi Pan, Weikun Kong, Zichang Xu, Jianhua Ma, Teeradaj Racharak, Le-Minh Nguyen, Junyi Xin
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation. CoRR (2023)
Junyi Xin, Dongying Gu, Silu Chen, Shuai Ben, Huiqin Li, Zhengdong Zhang, Mulong Du, Meilin Wang
SUMMER: a Mendelian randomization interactive server to systematically evaluate the causal effects of risk factors and circulating biomarkers on pan-cancer survival. Nucleic Acids Res. 51 (D1) (2023)
GuoChun Wang, Wenyong Gui, Guoxi Liang, Xuehua Zhao, Mingjing Wang, Majdi M. Mafarja, Hamza Turabieh, Junyi Xin, Huiling Chen, Xinsheng Ma
Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks. Complex. 2021 (2021)
Junyi Xin, Yanling Wu, Shuai Ben, Shuwei Li, Haiyan Chu, Meilin Wang, Molin Wang, Mingyang Song, Mulong Du, Zhengdong Zhang
CoSMeD: a user-friendly web server to estimate 5-year survival probability of left-sided and right-sided colorectal cancer patients using molecular data. Bioinform. 38 (1) (2021)
Feng Bao, Yue Deng, Mulong Du, Zhiquan Ren, Sen Wan, Kenny Ye Liang, Shaohua Liu, Bo Wang, Junyi Xin, Feng Chen, David C. Christiani, Meilin Wang, Qionghai Dai
Explaining the Genetic Causality for Complex Phenotype via Deep Association Kernel Learning. Patterns 1 (6) (2020)