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Lei Zhang

Sichuan University - Machine Intelligence Laboratory

Chengdu, 610065

China

  • Sichuan University - Machine Intelligence Laboratory

SCHOLARLY PAPERS

7

DOWNLOADS

265

TOTAL CITATIONS

0

Scholarly Papers (7)

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1.

Improving Clinical Follow-Up Procedure of Asymptomatic Small Meningiomas: A Deep Learning Model Development and Clinical Validation Study

Number of pages: 25 Posted: 07 Nov 2025
Shuangyi Zhang, Haoze Jiang, Yanjie Zhao, Yang Zhang, Zhouyang Huang, Qikun Geng, Hongbin Yin, Sixian Liang, Haoliang Wu, Yifan Chen, Jing Zhang, Clare Liu, Yi Zhang, Lei Zhang, Chaoyue Chen and Jiangui Xu
Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Sichuan University - Department of Neurosurgery, Durham Academy, Sichuan University, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Department of Neurosurgery and Sichuan University - Department of Neurosurgery
Downloads 71 (875,328)

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asymptomatic small meningiomas, deep learning, computer-aided diagnosis, clinical follow-up, validation study

2.

DeepLN: An Artificial Intelligence Tool to Predict Pathological Subtypes in CT-Detected Pulmonary Nodules

Number of pages: 27 Posted: 26 Feb 2021
Chengdi Wang, Jun Shao, Xiuyuan Xu, Le Yi, Pei Liu, Yale Yang, Jixiang Guo, Yanqi He, Lei Zhang, Zhang Yi and Weimin Li
Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Department of Respiratory & Critical Care Medicine, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Machine Intelligence Laboratory and Sichuan University - Department of Respiratory & Critical Care Medicine
Downloads 69 (883,195)

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3.

Be Your Own Doctor: Temperature Scaling Self-Knowledge Distillation for Medical Image Classification

Number of pages: 33 Posted: 05 Feb 2025
Wenjie Liu, Lei Zhang, Xianliang Zhang, Xinyang Zhou and Xin Wei
Sichuan University, Sichuan University - Machine Intelligence Laboratory, Sichuan University, Sichuan University and Sichuan University
Downloads 66 (907,769)

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Self-knowledge distillation, Medical image classification, Distillation temperature, Gamma augmentation

4.

Development of a Visual Assessment System for Meningiomas Using Deep-Learning Technology: A Multicenter Study

Number of pages: 28 Posted: 08 Feb 2021
Chaoyue Chen, Xin Shu, Wei Huang, Jianfeng Xu, Yu Hua, Ting Zhang, Yang Zhang, Yuen Teng, Xinyi Guo, Hui Li, Lei Zhang and Jiangui Xu
Department of Neurosurgery, West China Hospital, Sichuan University, College of Computer Science, Sichuan University, College of Computer Science, Sichuan University, Department of Neurosurgery, Third People’s Hospital of Mianyang/Sichuan Mental Health Center, College of Computer Science, Sichuan University, Department of Neurosurgery, West China Hospital, Sichuan University, Department of Neurosurgery, West China Hospital, Sichuan University, Department of Neurosurgery, West China Hospital, Sichuan University, Department of Neurosurgery, West China Hospital, Sichuan University, Department of Neurosurgery, West China Hospital, Sichuan University, Sichuan University - Machine Intelligence Laboratory and Sichuan University - Department of Neurosurgery
Downloads 26 (1,372,601)

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Meningiomas, deep-learning technology, magnetic resonance imaging, segmentation, grading prediction

5.

Conceptor Learning for Class Activation Mapping Based Visual Explanations

Number of pages: 26 Posted: 03 Oct 2023
Ke Zhong, Zhen-Qun Yang, Xu-Lu Zhang, Lei Zhang, Guangwu Qian and Xiao-Yong Wei
Sichuan University, Hong Kong Polytechnic University, Hong Kong Polytechnic University, Sichuan University - Machine Intelligence Laboratory, Sichuan University and Sichuan University
Downloads 21 (1,436,435)

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Conceptors, Class Activation Mapping, Visual Explanation, Deep neural networks

6.

TSCMM: Temporal-Spatial Cascade Motion Module for High-Quality Video Generation

Number of pages: 14 Posted: 21 Mar 2026
Xuran He, Tao He, Yichen Yu, Zhang Yi and Lei Zhang
Sichuan University, Sichuan University, Sichuan University, Sichuan University - Machine Intelligence Laboratory and Sichuan University - Machine Intelligence Laboratory
Downloads 8 (1,555,090)

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computer vision, Text-to-Video Generation, Image Synthesis, Diffusion Models

7.

SDTTA: Semantic Dependent Test-Time Adaptation with Ordinary Differential Equation Meta-networks

Number of pages: 16 Posted: 30 May 2026
Jianlong Xiong, Yiming Zhao, Lei Zhang, Zhang Yi and Tao He
Sichuan University, Sichuan University, Sichuan University - Machine Intelligence Laboratory, Sichuan University - Machine Intelligence Laboratory and Sichuan University
Downloads 4 (1,579,934)

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Test-Time Adaptation, Meta-network, Neural ODE, Source-free adaptation