李扬｜吉林大学｜学者主页

2026

Can Multimodal Large Language Models Understand OCT?

Baochen Fu, Wenzhi Deng, Baihao Jin, Yang Li, Zihan Nie, Kailin Jiang, Yuntao Du, Weiye Song

arXiv preprint

2026

RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation

Weixin Liu, Juming Xiong, Yang Li, Qingyuan Song, Susannah Rose, Murat Kantarcioglu, Bradley Malin, Zhijun Yin

arXiv preprint

2026

Divide-then-Diagnose: Weaving Clinician-Inspired Contexts for Ultra-Long Capsule Endoscopy Videos

Bowen Liu, Li Yang, Shanshan Song, Mingyu Tang, Zhifang Gao, Qifeng Chen, Yangqiu Song, Huimin Chen, Xiaomeng Li

arXiv preprint

2026

M\textsuperscript{4}Fuse: Lightweight State-Space MoE with a Cross-Scale Gating Bridge for Brain Tumor Segmentation

Meihua Zhou, Xinyu Tong, Li Yang

arXiv preprint

2026

A multitask framework for automated interpretation of multi-frame right upper quadrant ultrasound in clinical decision support

Haiman Guo, Cheng-Yi Li, Yuli Wang, Robin Wang, Yuwei Dai, Qinghai Peng, Danming Cao, Zhusi Zhong, Thao Vu, Linmei Zhao, Chengzhang Zhu, Christopher Tan, Jacob Schick, Stephen Kwak, Farzad Sedaghat, Javad Azadi, James Facciola, Jonathan Feng, Dilek Oncel, Ulrike Hamper, Alex Zhu, Tej Mehta, Melissa Leimkuehler, Cheng Ting Lin, Zhicheng Jiao, Ihab Kamel, Jing Wu, Li Yang, Harrison Bai

arXiv preprint

2026

AI-Driven SERS for Non-invasive and Label-Free Extracellular Vesicle Detection Across Cellular Origins in Tears and Sweat

Yang Li, Xiaoming Lyu, Ling Xia, Kuo Zhan, Haoyu Ji, Lei Qin, Seppo J. Vainio, Jian-An Huang

arXiv preprint

2026

SA-HGNN: Sample-Adaptive Hyperbolic Graph Neural Network for EEG-Based Depression Recognition

Yang Li, Pan Hu, Yan Zhang, Wenfan Yang, Tao Wu, Lianbo Guo

arXiv preprint

2025

Enhancing Rare Codes via Probability-Biased Directed Graph Attention for Long-Tail ICD Coding

Tianlei Chen, Yuxiao Chen, Yang Li, Feifei Wang

arXiv preprint

2025

Prior-AttUNet: Retinal OCT Fluid Segmentation Based on Normal Anatomical Priors and Attention Gating

Li Yang, Yuting Liu

arXiv preprint

2025

Copula-enhanced Vision Transformer for high myopia diagnosis through OU UWF fundus images

Chong Zhong, Yunhao Liu, Yang Li, Xiang Fu, Jin Yang, Danjuan Yang, Meiyan Li, Jinfeng Xu, Aiyi Liu, Alan H. Welsh, Xingtao Zhou, Bo Fu, Catherine C. Liu

arXiv preprint

2025

Learning What is Worth Learning: Active and Sequential Domain Adaptation for Multi-modal Gross Tumor Volume Segmentation

Jingyun Yang, Guoqing Zhang, Jingge Wang, Yang Li

arXiv preprint

2025

Hierarchical Feature Learning for Medical Point Clouds via State Space Model

Guoqing Zhang, Jingyun Yang, Yang Li

arXiv preprint

2025

Volumetric segmentation of muscle compartments using in vivo imaging and architectural validation in human finger flexors

Yang Li

arXiv preprint

2024

CovidLLM: A Robust Large Language Model with Missing Value Adaptation and Multi-Objective Learning Strategy for Predicting Disease Severity and Clinical Outcomes in COVID-19 Patients

Shengjun Zhu, Siyu Liu, Yang Li, Qing Lei, Hongyan Hou, Hewei Jiang, Shujuan Guo, Feng Wang, Rongshang Chen, Xionglin Fan, Shengce Tao, Jiaxin Cai

arXiv preprint

2024

Flemme: A Flexible and Modular Learning Platform for Medical Images

Guoqing Zhang, Jingyun Yang, Yang Li

arXiv preprint

2024

A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection

Yiye Wang, Wenming Zheng, Yang Li, Hao Yang

arXiv preprint

2024

TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model

Yihao Zhao, Enhao Zhong, Cuiyun Yuan, Yang Li, Man Zhao, Chunxia Li, Jun Hu, Chenbin Liu

arXiv preprint

2024

Label-free detection of exosomes from different cellular sources based on surface-enhanced Raman spectroscopy combined with machine learning models

Yang Li, Xiaoming Lyu, Kuo Zhan, Haoyu Ji, Lei Qin, JianAn Huang

arXiv preprint

2024

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images

Weiyi Xie, Nathalie Willems, Shubham Patil, Yang Li, Mayank Kumar

arXiv preprint

2023

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data

Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Xiaoyan Kui, Youlan Shang, Li Yang, Yaonai Wei, Longtao Yang, Hao Chen, Huan Zhao, Yuxiao Liu, Ning Zhu, Yiwei Li, Yisong Wang, Jiaqi Yao, Jiaqi Wang, Ying Zeng, Lei He, Chao Zheng, Zhixue Zhang, Ming Li, Zhengliang Liu, Haixing Dai, Zihao Wu, Lu Zhang, Shu Zhang, Xiaoyan Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Xiang Li, Dajiang Zhu, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang

arXiv preprint

2023

Active Learning in Brain Tumor Segmentation with Uncertainty Sampling, Annotation Redundancy Restriction, and Data Initialization

Daniel D Kim, Rajat S Chandra, Jian Peng, Jing Wu, Xue Feng, Michael Atalay, Chetan Bettegowda, Craig Jones, Haris Sair, Wei-hua Liao, Chengzhang Zhu, Beiji Zou, Li Yang, Anahita Fathi Kazerooni, Ali Nabavizadeh, Harrison X Bai, Zhicheng Jiao

arXiv preprint

2023

Ultrafast-and-Ultralight ConvNet-Based Intelligent Monitoring System for Diagnosing Early-Stage Mpox Anytime and Anywhere

Yubiao Yue, Xiaoqiang Shi, Li Qin, Xinyue Zhang, Jialong Xu, Zipei Zheng, Zhenzhang Li, Yang Li

arXiv preprint

DOI

2023

Finding the Most Transferable Tasks for Brain Image Segmentation

Yicong Li, Yang Tan, Jingyun Yang, Yang Li, Xiao-Ping Zhang

arXiv preprint

2023

ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease

Xiaomin Ouyang, Xian Shuai, Yang Li, Li Pan, Xifan Zhang, Heming Fu, Sitong Cheng, Xinyan Wang, Shihua Cao, Jiang Xin, Hazel Mok, Zhenyu Yan, Doris Sau Fung Yu, Timothy Kwok, Guoliang Xing

arXiv preprint

2023

CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images

Chong Zhong, Yang Li, Danjuan Yang, Meiyan Li, Xingyao Zhou, Bo Fu, Catherine C. Liu, A. H. Welsh

arXiv preprint

2023

Farthest Streamline Sampling for the Uniform Distribution of Forearm Muscle Fiber Tracts from Diffusion Tensor Imaging

Yang Li, Shihan Ma, Jiamin Zhao, Qing Li, Xinjun Sheng

arXiv preprint

2022

Deep Learning-Based Automatic Diagnosis System for Developmental Dysplasia of the Hip

Yang Li, Leo Yan Li-Han, Hua Tian

arXiv preprint

2022

Swin Transformer for Fast MRI

Jiahao Huang, Yingying Fang, Yinzhe Wu, Huanjun Wu, Zhifan Gao, Yang Li, Javier Del Ser, Jun Xia, Guang Yang

arXiv preprint

2022

HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis

Xiaodan Xing, Javier Del Ser, Yinzhe Wu, Yang Li, Jun Xia, Lei Xu, David Firmin, Peter Gatehouse, Guang Yang

arXiv preprint

2022

Semiparametric integrative interaction analysis for non-small-cell lung cancer

Yang Li, Fan Wang, Rong Li, Yifan Sun

arXiv preprint

DOI

2021

The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations

Yanwei Fu, Feng Li, Paula boned Fustel, Lei Zhao, Lijie Jia, Haojie Zheng, Qiang Sun, Shisong Rong, Haicheng Tang, Xiangyang Xue, Li Yang, Hong Li, Jiao Xie Wenxuan Wang, Yuan Li, Wei Wang, Yantao Pei, Jianmin Wang, Xiuqi Wu, Yanhua Zheng, Hongxia Tian, Mengwei Gu

arXiv preprint

2021

Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network

Chengyijue Fang, Yingao Liu, Mengqiu Liu, Xiaohui Qiu, Ying Liu, Yang Li, Jie Wen, Yidong Yang

arXiv preprint

2021

Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image

Zeyu Gao, Bangyang Hong, Xianli Zhang, Yang Li, Chang Jia, Jialun Wu, Chunbao Wang, Deyu Meng, Chen Li

arXiv preprint

2021

Learning to Model the Relationship Between Brain Structural and Functional Connectomes

Yang Li, Gonzalo Mateos, Zhengwu Zhang

arXiv preprint

2020

Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019

Zhang Li, Jiehua Zhang, Tao Tan, Xichao Teng, Xiaoliang Sun, Yang Li, Lihong Liu, Yang Xiao, Byungjae Lee, Yilong Li, Qianni Zhang, Shujiao Sun, Yushan Zheng, Junyu Yan, Ni Li, Yiyu Hong, Junsu Ko, Hyun Jung, Yanling Liu, Yu-cheng Chen, Ching-wei Wang, Vladimir Yurovskiy, Pavel Maevskikh, Vahid Khanagha, Yi Jiang, Xiangjun Feng, Zhihong Liu, Daiqiang Li, Peter J. Schüffler, Qifeng Yu, Hui Chen, Yuling Tang, Geert Litjens

arXiv preprint

2020

Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head

Yang Li, Yan Li, Hua Tian

arXiv preprint

DOI

2020

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals

Yimin Hou, Shuyue Jia, Xiangmin Lun, Ziqian Hao, Yan Shi, Yang Li, Rui Zeng, Jinglei Lv

arXiv preprint

DOI

2019

Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images

Ye Tian, Li Yang, Wei Wang, Jing Zhang, Qing Tang, Mili Ji, Yang Yu, Yu Li, Hong Yang, Airong Qian

arXiv preprint

2019

SuPer: A Surgical Perception Framework for Endoscopic Tissue Manipulation with Surgical Robotics

Yang Li, Florian Richter, Jingpei Lu, Emily K. Funk, Ryan K. Orosco, Jianke Zhu, Michael C. Yip

arXiv preprint

DOI

2018

An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding

Xian-Rui Zhang, Meng-Ying Lei, Yang Li

arXiv preprint

2018

Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis

Yang Li, Mengying Lei, Xianrui Zhang, Weigang Cui, Yuzhu Guo, Ting-Wen Huang, Hua-Liang Wei

arXiv preprint

2016

Gland Instance Segmentation by Deep Multichannel Neural Networks

Yan Xu, Yang Li, Mingyuan Liu, Yipei Wang, Yubo Fan, Maode Lai, Eric I-Chao Chang

arXiv preprint

2015

An algorithm for Left Atrial Thrombi detection using Transesophageal Echocardiography

Jianrui Ding, Min Xian, H. D. Cheng, Yang Li, Fei Xu, Yingtao Zhang

arXiv preprint

精选作品

期刊论文

Multiomics Characterization Identifies S1P-secreting USSHigh Skeletal Muscle Stem Cells as Essential Drivers of Niche Remodeling and Muscle Regeneration

Cellular Senescence in Skeletal Muscle Aging

基于无监督深度学习光流法的超声图像运动肌肉分割

DNA G-QUADRUPLEXES PROFILING REVEALS FUNCTIONAL AND MECHANISTIC ROLE OF G4S IN SKELETAL MUSCLE STEM CELLS

DNA G-quadruplex profiling in skeletal muscle stem cells reveals functional and mechanistic insights

Multiomics and cellular senescence profiling of aging human skeletal muscle uncovers Maraviroc as a senotherapeutic approach for sarcopenia

Skeletal muscle stem cells modulate niche function in Duchenne muscular dystrophy mouse through YY1-CCL5 axis

Multiomics mapping and characterization of cellular senescence in aging human skeletal muscle uncovers a novel senotherapeutic for sarcopenia

任务导向性训练治疗脑性瘫痪儿童粗大运动功能障碍疗效Meta分析

Elevated H3K27ac in aged skeletal muscle leads to increase in extracellular matrix and fibrogenic conversion of muscle satellite cells

预印本

Can Multimodal Large Language Models Understand OCT?

RadOT-Eval: Auditable Structured-Evidence Transport for Radiology Report Evaluation

Divide-then-Diagnose: Weaving Clinician-Inspired Contexts for Ultra-Long Capsule Endoscopy Videos

M\textsuperscript{4}Fuse: Lightweight State-Space MoE with a Cross-Scale Gating Bridge for Brain Tumor Segmentation

A multitask framework for automated interpretation of multi-frame right upper quadrant ultrasound in clinical decision support

AI-Driven SERS for Non-invasive and Label-Free Extracellular Vesicle Detection Across Cellular Origins in Tears and Sweat

SA-HGNN: Sample-Adaptive Hyperbolic Graph Neural Network for EEG-Based Depression Recognition

Enhancing Rare Codes via Probability-Biased Directed Graph Attention for Long-Tail ICD Coding

Prior-AttUNet: Retinal OCT Fluid Segmentation Based on Normal Anatomical Priors and Attention Gating

Copula-enhanced Vision Transformer for high myopia diagnosis through OU UWF fundus images

Learning What is Worth Learning: Active and Sequential Domain Adaptation for Multi-modal Gross Tumor Volume Segmentation

Hierarchical Feature Learning for Medical Point Clouds via State Space Model

Volumetric segmentation of muscle compartments using in vivo imaging and architectural validation in human finger flexors

CovidLLM: A Robust Large Language Model with Missing Value Adaptation and Multi-Objective Learning Strategy for Predicting Disease Severity and Clinical Outcomes in COVID-19 Patients

Flemme: A Flexible and Modular Learning Platform for Medical Images

A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection

TG-LMM: Enhancing Medical Image Segmentation Accuracy through Text-Guided Large Multi-Modal Model

Label-free detection of exosomes from different cellular sources based on surface-enhanced Raman spectroscopy combined with machine learning models

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data

Active Learning in Brain Tumor Segmentation with Uncertainty Sampling, Annotation Redundancy Restriction, and Data Initialization

Ultrafast-and-Ultralight ConvNet-Based Intelligent Monitoring System for Diagnosing Early-Stage Mpox Anytime and Anywhere

Finding the Most Transferable Tasks for Brain Image Segmentation

ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease

CeCNN: Copula-enhanced convolutional neural networks in joint prediction of refraction error and axial length based on ultra-widefield fundus images

Farthest Streamline Sampling for the Uniform Distribution of Forearm Muscle Fiber Tracts from Diffusion Tensor Imaging

Deep Learning-Based Automatic Diagnosis System for Developmental Dysplasia of the Hip

Swin Transformer for Fast MRI

HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac Analysis

Semiparametric integrative interaction analysis for non-small-cell lung cancer

The Report on China-Spain Joint Clinical Testing for Rapid COVID-19 Risk Screening by Eye-region Manifestations

Unsupervised COVID-19 Lesion Segmentation in CT Using Cycle Consistent Generative Adversarial Network

Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image

Learning to Model the Relationship Between Brain Structural and Functional Connectomes

Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019

Deep Learning-based End-to-end Diagnosis System for Avascular Necrosis of Femoral Head

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-resolved EEG Motor Imagery Signals

Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images

SuPer: A Surgical Perception Framework for Endoscopic Tissue Manipulation with Surgical Robotics

An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding

Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis

Gland Instance Segmentation by Deep Multichannel Neural Networks

An algorithm for Left Atrial Thrombi detection using Transesophageal Echocardiography

研究方向