Xiuyuan Xu

Associate Professor, Sichuan University

Joined

May 2023

Names

Xiuyuan Xu (Preferred)

Emails

****@scu.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Associate Professor

Sichuan University (scu.edu.cn)

2025 – Present

Assistant Professor

Sichuan University (scu.edu.cn)

2020 – 2025

PhD student

Sichuan University (scu.edu.cn)

2015 – 2020

Undergrad student

Sichuan University (scu.edu.cn)

2011 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Zhang Yi

2014 – 2020

Expertise

AI in healthcare

2017 – 2025

Reinforcement Learning

2016 – 2025

Neural Networks

2015 – 2025

Publications

A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations
Xiuyuan Xu, Haiying Luo, Zhang Yi, Haixian Zhang
- Int. J. Neural Syst. 2024
- Readers: Everyone
ICNoduleNet: Enhancing Pulmonary Nodule Detection Performance on Sharp Kernel CT Imaging
Tianzhong Lan, Fanxin Zeng, Zhang Yi, Xiuyuan Xu, Min Zhu
- IEEE J. Biomed. Health Informatics 2024
- Readers: Everyone
Efficient and Gender-Adaptive Graph Vision Mamba for Pediatric Bone Age Assessment
Lingyu Zhou, Zhang Yi, Kai Zhou, Xiuyuan Xu
- MICCAI (5) 2024
- Readers: Everyone
nmPLS-Net: Segmenting Pulmonary Lobes Using nmODE
Peizhi Dong, Hao Niu, Zhang Yi, Xiuyuan Xu
- Mathematics
- Readers: Everyone
A scale-aware UNet++ model combined with attentional context supervision and adaptive Tversky loss for accurate airway segmentation
Zunyun Ke, Xiuyuan Xu, Kai Zhou, Jixiang Guo
- Published: 01 Jan 2023, Last Modified: 11 Nov 2023
- Appl. Intell. 2023
- Readers: Everyone
The Gap in the Thickness: Estimating Effectiveness of Pulmonary Nodule Detection in Thick- and Thin-Section CT Images with 3D Deep Neural Networks
Quan Guo, Chengdi Wang, Jixiang Guo, Hongli Bai, Xiuyuan Xu, Lan Yang, Jianyong Wang, Nan Chen, Zihuai Wang, Yuncui Gan, Lunxu Liu, Weimin Li, Zhang Yi
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Comput. Methods Programs Biomed. 2023
- Readers: Everyone
Multi-Label Softmax Networks for Pulmonary Nodule Classification Using Unbalanced and Dependent Categories
Le Yi, Lei Zhang, Xiuyuan Xu, Jixiang Guo
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- IEEE Trans. Medical Imaging 2023
- Readers: Everyone
Automatic Diagnose of Drug-Resistance Tuberculosis from CT Images Based on Deep Neural Networks
Qiuyu Du, Shufan Liang, Jixiang Guo, Zhang Yi, Weiming Li, Chengdi Wang, Xiuyuan Xu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CICAI (2) 2022
- Readers: Everyone
Application of Internet Plus: TCM Clinical Intelligent Decision Making
Jun Xie, Sijie Dang, Xiuyuan Xu, Jixiang Guo, Xiaozhi Zhang, Zhang Yi
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- ICSI (2) 2021
- Readers: Everyone
RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning
Jinxin Liu, Chengdi Wang, Jixiang Guo, Jun Shao, Xiuyuan Xu, Xiaoxin Liu, Hongxia Li, Weimin Li, Zhang Yi
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Int. J. Comput. Assist. Radiol. Surg. 2021
- Readers: Everyone

View all 17 publications

Co-Authors

View all 37 co-authors