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Kang Li
ORCID
Publication Activity (10 Years)
Years Active: 2007-2024
Publications (10 Years): 68
Top Topics
Image Segmentation
Articular Cartilage
Medical Images
Deep Learning
Top Venues
CoRR
Medical Image Anal.
ISBI
IEEE Trans. Medical Imaging
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Publications
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Jingxiong Li
,
Sunyi Zheng
,
Zhongyi Shui
,
Shichuan Zhang
,
Linyi Yang
,
Yuxuan Sun
,
Yunlong Zhang
,
Honglin Li
,
Yuanxin Ye
,
Peter M. A. van Ooijen
,
Kang Li
,
Lin Yang
Masked Conditional Variational Autoencoders for Chromosome Straightening.
IEEE Trans. Medical Imaging
43 (1) (2024)
Yiyue Li
,
Guangwu Qian
,
Xiaoshuang Jiang
,
Zekun Jiang
,
Wen Wen
,
Shaoting Zhang
,
Kang Li
,
Qicheng Lao
Hierarchical-Instance Contrastive Learning for Minority Detection on Imbalanced Medical Datasets.
IEEE Trans. Medical Imaging
43 (1) (2024)
Ran Gu
,
Guotai Wang
,
Jiangshan Lu
,
Jingyang Zhang
,
Wenhui Lei
,
Yinan Chen
,
Wenjun Liao
,
Shichuan Zhang
,
Kang Li
,
Dimitris N. Metaxas
,
Shaoting Zhang
CDDSA: Contrastive domain disentanglement and style augmentation for generalizable medical image segmentation.
Medical Image Anal.
89 (2023)
Xiangyun Li
,
Qi Lu
,
Jiali Chen
,
Ning Jiang
,
Kang Li
A Robust Region Control Approach for Simultaneous Trajectory Tracking and Compliant Physical Human-Robot Interaction.
IEEE Trans. Syst. Man Cybern. Syst.
53 (10) (2023)
Wenhui Lei
,
Xu Wei
,
Xiaofan Zhang
,
Kang Li
,
Shaoting Zhang
MedLSAM: Localize and Segment Anything Model for 3D Medical Images.
CoRR
(2023)
Jingxiong Li
,
Sunyi Zheng
,
Zhongyi Shui
,
Shichuan Zhang
,
Linyi Yang
,
Yuxuan Sun
,
Yunlong Zhang
,
Honglin Li
,
Yuanxin Ye
,
Peter M. A. van Ooijen
,
Kang Li
,
Lin Yang
Masked conditional variational autoencoders for chromosome straightening.
CoRR
(2023)
Fashu Xu
,
Wenjun Huang
,
Hao He
,
Nan Li
,
Hongchen He
,
Kang Li
A Segmented Dynamic Movement Primitives-Based Gait Assistive Strategy for Soft Ankle Exosuit.
ICIRA (6)
(2023)
Shuwei Zhai
,
Guotai Wang
,
Xiangde Luo
,
Qiang Yue
,
Kang Li
,
Shaoting Zhang
PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation.
IEEE Trans. Medical Imaging
42 (8) (2023)
Dequan Wang
,
Xiaosong Wang
,
Lilong Wang
,
Mengzhang Li
,
Qian Da
,
Xiaoqiang Liu
,
Xiangyu Gao
,
Jun Shen
,
Junjun He
,
Tian Shen
,
Qi Duan
,
Jie Zhao
,
Kang Li
,
Yu Qiao
,
Shaoting Zhang
MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification.
CoRR
(2023)
Yiyue Li
,
Qicheng Lao
,
Qingbo Kang
,
Zekun Jiang
,
Shiyi Du
,
Shaoting Zhang
,
Kang Li
Self-supervised anomaly detection, staging and segmentation for retinal images.
Medical Image Anal.
87 (2023)
Guotai Wang
,
Jianghao Wu
,
Xiangde Luo
,
Xinglong Liu
,
Kang Li
,
Shaoting Zhang
MIS-FM: 3D Medical Image Segmentation using Foundation Models Pretrained on a Large-Scale Unannotated Dataset.
CoRR
(2023)
Baosheng Zou
,
Zongguang Zhou
,
Ying Han
,
Kang Li
,
Guotai Wang
Multi-Scale Convolution-Transformer Fusion Network for Endoscopic Image Segmentation.
ISBI
(2023)
Ran Gu
,
Jingyang Zhang
,
Guotai Wang
,
Wenhui Lei
,
Tao Song
,
Xiaofan Zhang
,
Kang Li
,
Shaoting Zhang
Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures.
IEEE Trans. Medical Imaging
42 (1) (2023)
Jun Gao
,
Qicheng Lao
,
Paul Liu
,
Huahui Yi
,
Qingbo Kang
,
Zekun Jiang
,
Xiaohu Wu
,
Kang Li
,
Yuanyuan Chen
,
Le Zhang
Anatomically Guided Cross-Domain Repair and Screening for Ultrasound Fetal Biometry.
IEEE J. Biomed. Health Informatics
27 (10) (2023)
Xiaoxiao He
,
Chaowei Tan
,
Bo Liu
,
Liping Si
,
Weiwu Yao
,
Liang Zhao
,
Di Liu
,
Qilong Zhangli
,
Qi Chang
,
Kang Li
,
Dimitris N. Metaxas
Dealing with Heterogeneous 3d Mr Knee Images: A Federated Few-Shot Learning Method with Dual Knowledge Distillation.
ISBI
(2023)
Ziyuan Qin
,
Huahui Yi
,
Qicheng Lao
,
Kang Li
MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY.
ICLR
(2023)
Xiaowei Xu
,
Yinan Chen
,
Jianghao Wu
,
Jiangshan Lu
,
Yuxiang Ye
,
Yechong Huang
,
Xin Dou
,
Kang Li
,
Guotai Wang
,
Shaoting Zhang
,
Wei Gong
A novel one-to-multiple unsupervised domain adaptation framework for abdominal organ segmentation.
Medical Image Anal.
88 (2023)
Guotai Wang
,
Xiangde Luo
,
Ran Gu
,
Shuojue Yang
,
Yijie Qu
,
Shuwei Zhai
,
Qianfei Zhao
,
Kang Li
,
Shaoting Zhang
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation.
Comput. Methods Programs Biomed.
231 (2023)
Huahui Yi
,
Ziyuan Qin
,
Qicheng Lao
,
Wei Xu
,
Zekun Jiang
,
Dequan Wang
,
Shaoting Zhang
,
Kang Li
Towards General Purpose Medical AI: Continual Learning Medical Foundation Model.
CoRR
(2023)
Qingbo Kang
,
Jun Gao
,
Kang Li
,
Qicheng Lao
Deblurring Masked Autoencoder Is Better Recipe for Ultrasound Image Recognition.
MICCAI (1)
(2023)
Donghai Xiang
,
Wei Xu
,
Yuting Zhang
,
Bei Peng
,
Guotai Wang
,
Kang Li
MTMVC: Semi-supervised 3D hand pose estimation using multi-task and multi-view consistency.
J. Vis. Commun. Image Represent.
95 (2023)
Shiyi Du
,
Xiaosong Wang
,
Yongyi Lu
,
Yuyin Zhou
,
Shaoting Zhang
,
Alan L. Yuille
,
Kang Li
,
Zongwei Zhou
Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts.
CoRR
(2023)
Dongjie Cheng
,
Ziyuan Qin
,
Zekun Jiang
,
Shaoting Zhang
,
Qicheng Lao
,
Kang Li
SAM on Medical Images: A Comprehensive Study on Three Prompt Modes.
CoRR
(2023)
Xiaoxiao He
,
Chaowei Tan
,
Ligong Han
,
Bo Liu
,
Leon Axel
,
Kang Li
,
Dimitris N. Metaxas
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction.
MICCAI (7)
(2023)
Ran Gu
,
Jingyang Zhang
,
Guotai Wang
,
Wenhui Lei
,
Tao Song
,
Xiaofan Zhang
,
Kang Li
,
Shaoting Zhang
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures.
CoRR
(2022)
Shurui Gui
,
Hao Yuan
,
Jie Wang
,
Qicheng Lao
,
Kang Li
,
Shuiwang Ji
FlowX: Towards Explainable Graph Neural Networks via Message Flows.
CoRR
(2022)
Xiangde Luo
,
Wenjun Liao
,
Jianghong Xiao
,
Jieneng Chen
,
Tao Song
,
Xiaofan Zhang
,
Kang Li
,
Dimitris N. Metaxas
,
Guotai Wang
,
Shaoting Zhang
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.
Medical Image Anal.
82 (2022)
Shiyi Du
,
Qicheng Lao
,
Qingbo Kang
,
Yiyue Li
,
Zekun Jiang
,
Yanfeng Zhao
,
Kang Li
Distilling Knowledge from Topological Representations for Pathological Complete Response Prediction.
MICCAI (2)
(2022)
Shuwei Zhai
,
Guotai Wang
,
Xiangde Luo
,
Qiang Yue
,
Kang Li
,
Shaoting Zhang
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation.
CoRR
(2022)
Huahui Yi
,
Wei Xu
,
Zekun Jiang
,
Jun Gao
,
Qingbo Kang
,
Qicheng Lao
,
Kang Li
OCRNet for Diabetic Foot Ulcer Segmentation Combined with Edge Loss.
DFUC@MICCAI
(2022)
Wei Xu
,
Donghai Xiang
,
Guotai Wang
,
Ruisong Liao
,
Ming Shao
,
Kang Li
Multiview Video-Based 3-D Pose Estimation of Patients in Computer-Assisted Rehabilitation Environment (CAREN).
IEEE Trans. Hum. Mach. Syst.
52 (2) (2022)
Xiaoxiao He
,
Chaowei Tan
,
Virak Tan
,
Kang Li
Recursive 3D Segmentation of Shoulder Joint with Coarse-scanned MR Image.
CoRR
(2022)
Ziyuan Qin
,
Huahui Yi
,
Qicheng Lao
,
Kang Li
Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study.
CoRR
(2022)
Hao Fu
,
Guotai Wang
,
Wenhui Lei
,
Wei Xu
,
Qianfei Zhao
,
Shichuan Zhang
,
Kang Li
,
Shaoting Zhang
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy.
CoRR
(2022)
Jun Gao
,
Qicheng Lao
,
Qingbo Kang
,
Paul Liu
,
Le Zhang
,
Kang Li
Unsupervised Cross-disease Domain Adaptation by Lesion Scale Matching.
MICCAI (8)
(2022)
Guotai Wang
,
Xiangde Luo
,
Ran Gu
,
Shuojue Yang
,
Yijie Qu
,
Shuwei Zhai
,
Qianfei Zhao
,
Kang Li
,
Shaoting Zhang
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation.
CoRR
(2022)
Qingbo Kang
,
Qicheng Lao
,
Yiyue Li
,
Zekun Jiang
,
Yue Qiu
,
Shaoting Zhang
,
Kang Li
Thyroid nodule segmentation and classification in ultrasound images through intra- and inter-task consistent learning.
Medical Image Anal.
79 (2022)
Shuojue Yang
,
Guotai Wang
,
Hui Sun
,
Xiangde Luo
,
Peng Sun
,
Kang Li
,
Qijun Wang
,
Shaoting Zhang
Learning COVID-19 Pneumonia Lesion Segmentation From Imperfect Annotations via Divergence-Aware Selective Training.
IEEE J. Biomed. Health Informatics
26 (8) (2022)
Hao Fu
,
Guotai Wang
,
Wenhui Lei
,
Wei Xu
,
Qianfei Zhao
,
Shichuan Zhang
,
Kang Li
,
Shaoting Zhang
HMRNet: High and Multi-Resolution Network With Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy.
IEEE J. Biomed. Health Informatics
26 (9) (2022)
Ran Gu
,
Guotai Wang
,
Jiangshan Lu
,
Jingyang Zhang
,
Wenhui Lei
,
Yinan Chen
,
Wenjun Liao
,
Shichuan Zhang
,
Kang Li
,
Dimitris N. Metaxas
,
Shaoting Zhang
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation.
CoRR
(2022)
Yang Qu
,
Xiaomin Li
,
Zhennan Yan
,
Liang Zhao
,
Lichi Zhang
,
Chang Liu
,
Shuaining Xie
,
Kang Li
,
Dimitris N. Metaxas
,
Wen Wu
,
Yongqiang Hao
,
Kerong Dai
,
Shaoting Zhang
,
Xiaofeng Tao
,
Songtao Ai
Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning.
Medical Image Anal.
69 (2021)
Yizhi Chen
,
Yunhe Gao
,
Kang Li
,
Liang Zhao
,
Jun Zhao
Vertebrae Identification and Localization Utilizing Fully Convolutional Networks and a Hidden Markov Model.
IEEE Trans. Medical Imaging
39 (2) (2020)
Hui Qu
,
Pengxiang Wu
,
Qiaoying Huang
,
Jingru Yi
,
Zhennan Yan
,
Kang Li
,
Gregory M. Riedlinger
,
Subhajyoti De
,
Shaoting Zhang
,
Dimitris N. Metaxas
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.
CoRR
(2020)
Hui Qu
,
Pengxiang Wu
,
Qiaoying Huang
,
Jingru Yi
,
Zhennan Yan
,
Kang Li
,
Gregory M. Riedlinger
,
Subhajyoti De
,
Shaoting Zhang
,
Dimitris N. Metaxas
Weakly Supervised Deep Nuclei Segmentation Using Partial Points Annotation in Histopathology Images.
IEEE Trans. Medical Imaging
39 (11) (2020)
Zhiqiang Tang
,
Xi Peng
,
Kang Li
,
Dimitris N. Metaxas
Towards Efficient U-Nets: A Coupled and Quantized Approach.
IEEE Trans. Pattern Anal. Mach. Intell.
42 (8) (2020)
Rahil Mehrizi
,
Xi Peng
,
Dimitris N. Metaxas
,
Xu Xu
,
Shaoting Zhang
,
Kang Li
Predicting 3-D Lower Back Joint Load in Lifting: A Deep Pose Estimation Approach.
IEEE Trans. Hum. Mach. Syst.
49 (1) (2019)
Chaowei Tan
,
Zhennan Yan
,
Shaoting Zhang
,
Kang Li
,
Dimitris N. Metaxas
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation.
MICCAI (2)
(2019)
Xiaoxiao He
,
Chaowei Tan
,
Yuting Qiao
,
Virak Tan
,
Dimitris N. Metaxas
,
Kang Li
Effective 3D Humerus and Scapula Extraction using Low-contrast and High-shape-variability MR Data.
CoRR
(2019)
Chaowei Tan
,
Zhennan Yan
,
Shaoting Zhang
,
Kang Li
,
Dimitris N. Metaxas
Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation.
CoRR
(2019)
Xiaoxiao He
,
Chaowei Tan
,
Yuting Qiao
,
Virak Tan
,
Dimitris N. Metaxas
,
Kang Li
Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR data.
Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging
(2019)
Qiwen Deng
,
Renran Tian
,
Yaobin Chen
,
Kang Li
Skeleton model based behavior recognition for pedestrians and cyclists from vehicle sce ne camera.
Intelligent Vehicles Symposium
(2018)
Rahil Mehrizi
,
Xi Peng
,
Zhiqiang Tang
,
Xu Xu
,
Dimitris N. Metaxas
,
Kang Li
Toward Marker-Free 3D Pose Estimation in Lifting: A Deep Multi-View Solution.
FG
(2018)
Linhan Guo
,
Yu Wang
,
Yi Yang
,
Kang Li
Availability Modeling of Two-Component Repairable Systems Subject to Switch-Off.
IEEE Access
6 (2018)
Zhongyu Li
,
Erik Butler
,
Kang Li
,
Aidong Lu
,
Shuiwang Ji
,
Shaoting Zhang
Large-scale Exploration of Neuronal Morphologies Using Deep Learning and Augmented Reality.
Neuroinformatics
16 (3-4) (2018)
Chaowei Tan
,
Liang Zhao
,
Zhennan Yan
,
Kang Li
,
Dimitris N. Metaxas
,
Yiqiang Zhan
Deep multi-task and task-specific feature learning network for robust shape preserved organ segmentation.
ISBI
(2018)
Rahil Mehrizi
,
Xi Peng
,
Zhiqiang Tang
,
Xu Xu
,
Dimitris N. Metaxas
,
Kang Li
Toward Marker-free 3D Pose Estimation in Lifting: A Deep Multi-view Solution.
CoRR
(2018)
Chaowei Tan
,
Kang Li
,
Zhennan Yan
,
Jingru Yi
,
Pengxiang Wu
,
Hui Jing Yu
,
Klaus Engelke
,
Dimitris N. Metaxas
Towards large-scale MR thigh image analysis via an integrated quantification framework.
Neurocomputing
229 (2017)
Soheil Ghafurian
,
Ilker Hacihaliloglu
,
Dimitris N. Metaxas
,
Virak Tan
,
Kang Li
3D/2D image registration method for joint motion analysis using low-quality images from mini C-arm machines.
Medical Imaging: Image-Guided Procedures
(2017)
John Costa
,
Gavin DeAngelis
,
Daniel Lane
,
Chris Snyder
,
Abdel Magid S. Hamouda
,
Khalifa N. Al-Khalifa
,
Elsayed Elsayed
,
Kang Li
Autonomous Robotic System for Pipeline Integrity Inspection.
HCI (17)
(2017)
Soheil Ghafurian
,
Ilker Hacihaliloglu
,
Dimitris N. Metaxas
,
Virak Tan
,
Kang Li
A computationally efficient 3D/2D registration method based on image gradient direction probability density function.
Neurocomputing
229 (2017)
Soheil Ghafurian
,
Dimitris N. Metaxas
,
Virak Tan
,
Kang Li
Fast generation of digitally reconstructed radiograph through an efficient preprocessing of ray attenuation values.
Medical Imaging: Image-Guided Procedures
(2016)
Chaowei Tan
,
Kang Li
,
Zhennan Yan
,
Dong Yang
,
Shaoting Zhang
,
Hui Jing Yu
,
Klaus Engelke
,
Colin Miller
,
Dimitris N. Metaxas
A detection-driven and sparsity-constrained deformable model for fascia lata labeling and thigh inter-muscular adipose quantification.
Comput. Vis. Image Underst.
151 (2016)
Zhi-Hai Zhang
,
Kang Li
A novel probabilistic formulation for locating and sizing emergency medical service stations.
Ann. Oper. Res.
229 (1) (2015)
Soheil Ghafurian
,
Ilker Hacihaliloglu
,
Dimitris N. Metaxas
,
Virak Tan
,
Kang Li
3D/2D image registration using weighted histogram of gradient directions.
Medical Imaging: Image-Guided Procedures
(2015)
Dong Yang
,
Shaoting Zhang
,
Zhennan Yan
,
Chaowei Tan
,
Kang Li
,
Dimitris N. Metaxas
Automated anatomical landmark detection ondistal femur surface using convolutional neural network.
ISBI
(2015)
Chaowei Tan
,
Zhennan Yan
,
Kang Li
,
Dimitris N. Metaxas
,
Shaoting Zhang
Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation.
Patch-MI@MICCAI
(2015)
Calvin Zheng
,
Andreina Breton
,
Wajeeh Iqbal
,
Ibaad Sadiq
,
Elsayed Elsayed
,
Kang Li
Driving-Behavior Monitoring Using an Unmanned Aircraft System (UAS).
HCI (17)
(2015)
Chaowei Tan
,
Zhennan Yan
,
Dong Yang
,
Kang Li
,
Hui Jing Yu
,
Klaus Engelke
,
Colin Miller
,
Dimitris N. Metaxas
Accurate thigh inter-muscular adipose quantification using a data-driven and sparsity-constrained deformable model.
ISBI
(2015)
Jamie Galiastro
,
Hao Zhang
,
David Ribeiro
,
Anthony Mele
,
William Craelius
,
Kang Li
Development of a Tendon-Driven Dexterous Hand for Fine Manipulation.
HCI (20)
(2014)
Yang Yu
,
Shaoting Zhang
,
Kang Li
,
Dimitris N. Metaxas
,
Leon Axel
Deformable models with sparsity constraints for cardiac motion analysis.
Medical Image Anal.
18 (6) (2014)
Han Zhang
,
Shaoting Zhang
,
Kang Li
,
Dimitris N. Metaxas
Robust shape prior modeling based on Gaussian-Bernoulli restricted Boltzmann Machine.
ISBI
(2014)
Mustafa Gökhan Uzunbas
,
Chao Chen
,
Shaoting Zhang
,
Kilian M. Pohl
,
Kang Li
,
Dimitris N. Metaxas
Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models.
MICCAI (2)
(2013)
Kent W. Nixon
,
Xiang Chen
,
Zhi-Hong Mao
,
Yiran Chen
,
Kang Li
Mobile user classification and authorization based on gesture usage recognition.
ASP-DAC
(2013)
Kang Li
,
Virak Tan
In Silicon Study of 3D Elbow Kinematics.
HCI (17)
(2011)
Kang Li
,
Xudong Zhang
Can Relative Strength Between the Back and Knees Differentiate Lifting Strategy?
Hum. Factors
51 (6) (2009)
Kang Li
,
Xudong Zhang
A Novel Two-Stage Framework for Musculoskeletal Dynamic Modeling: An Application to Multifingered Hand Movement.
IEEE Trans. Biomed. Eng.
56 (7) (2009)
Kang Li
,
Sang Wook Lee
,
Xudong Zhang
A Robust Algorithm for a System Identification Approach to Digital Human Modeling: An Application to Multi-fingered Hand Movement.
HCI (12)
(2007)
Daniel Bartlett
,
Kang Li
,
Xudong Zhang
A Relation Between Dynamic Strength and Manual Materials-Handling Strategy Affected by Knowledge of Strength.
Hum. Factors
49 (3) (2007)
Kang Li
,
Xudong Zhang
The Strength Factor in Digital Human Modeling and Simulation: A Case for a New Framework.
HCI (12)
(2007)