Shengli Li

69 papers A* 5C 1Journal 41Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Screening Network for Fetal Closed Spina Bifida With Semantic Enhancement and Projected Attention.
IEEE J. Biomed. Health Informatics
Zhan Gao, Yan Ding, Ningbo Zhu, Hongjie Zhang, Chunlian Wang, Shengli Li, Kenli Li
2026 J jnl
ESE-UNet: An Extremely Simple yet Efficient UNet for medical image segmentation.
Biomed. Signal Process. Control.
Xiang Yu, Meiling Liang, Qing Zeng, Zeyu Ren, Cheng Kang, Cheng Jiang, Guanyuan Chen, Bocheng Liang, Bin Pu, Ningbo Zhu, Guanghua Tan, Feng Liu, Yuanshen Zhao, Shuyuan Ouyang, Shengli Li, Ying Yuan
2026 A* conf
Organ-Aware Routing Mixture-of-Retrieval Augmented Generation for Fetal Ultrasound Reporting.
AAAI
Bin Pu, Siyu Wang, Rongbin Li, Xinpeng Ding, Lei Zhao, Chaoqi Chen, Shengli Li, Kenli Li
2026 J jnl
Simple is what you need for efficient and accurate medical image segmentation.
Expert Syst. Appl.
Xiang Yu, Yayan Chen, Guannan He, Qing Zeng, Yue Qin, Meiling Liang, Dandan Luo, Yimei Liao, Zeyu Ren, Cheng Kang, Delong Yang, Bocheng Liang, Bin Pu, Shengli Li, Ying Yuan
2026 J jnl
Structure-aware fine-grained instance segmentation for fetal brain ultrasound images.
Neurocomputing
Laifa Ma, Kenli Li, Zheng Xiao, Guanghua Tan, Huaxuan Wen, Shengli Li
2026 J jnl
ToMo-UDA++: Unsupervised Domain Adaptation for Anatomical Structure Detection Using Enhanced Topology and Morphology Knowledge.
Int. J. Comput. Vis.
Bin Pu, Jiewen Yang, Xingguo Lv, Xingbo Dong, Lei Zhao, Shengli Li, Kenli Li, Xiaomeng Li
2026 J jnl
Unified Bias Reduction in Federated Learning: A Two-Stage Feature and Label Space Disentanglement in Medical Image Analysis.
IEEE Trans. Consumer Electron.
Jie He, Xiang Hua, Xiongjie Tao, Quanhong Zeng, Caichun Cen, Pengchen Liang, Zhuangzhuang Chen, Shengli Li, Bin Pu
2025 A* conf
Anatomical Knowledge Mining and Matching for Semi-supervised Medical Multi-structure Detection.
AAAI
Bin Pu, Liwen Wang, Jiewen Yang, Xingbo Dong, Benteng Ma, Zhuangzhuang Chen, Lei Zhao, Shengli Li, Kenli Li
2025 J jnl
Anatomical structures detection using topological constraint knowledge in fetal ultrasound.
Neurocomputing
Juncheng Guo, Guanghua Tan, Jianxin Lin, Bin Pu, Xin Wen, Chunlian Wang, Shengli Li, Kenli Li
2025 J jnl
FPDANet: A Multi-Section Classification Model for Intelligent Screening of Fetal Ultrasound.
CoRR
Minglang Chen, Jie He, Caixu Xu, Bocheng Liang, Shengli Li, Guannan He, Xiongjie Tao
2025 A* conf
Leveraging Anatomical Consistency for Multi-Object Detection in Ultrasound Images via Source-free Unsupervised Domain Adaptation.
AAAI
Bin Pu, Xingguo Lv, Jiewen Yang, Xingbo Dong, Yiqun Lin, Shengli Li, Kenli Li, Xiaomeng Li
2025 J jnl
Optical Flow-Enhanced Mamba U-Net for Cardiac Phase Detection in Ultrasound Videos.
IEEE Trans. Medical Imaging
Yuhuan Lu, Guanghua Tan, Bin Pu, Pak-Hei Yeung, Hang Wang, Shengli Li, Jagath C. Rajapakse, Kenli Li
2025 J jnl
Simple is what you need for efficient and accurate medical image segmentation.
CoRR
Xiang Yu, Yayan Chen, Guannan He, Qing Zeng, Yue Qin, Meiling Liang, Dandan Luo, Yimei Liao, Zeyu Ren, Cheng Kang, Delong Yang, Bocheng Liang, Bin Pu, Ying Yuan, Shengli Li
2025 J jnl
TKR-FSOD: Fetal Anatomical Structure Few-Shot Detection Utilizing Topological Knowledge Reasoning.
IEEE J. Biomed. Health Informatics
Xi Li, Ying Tan, Bocheng Liang, Bin Pu, Jiewen Yang, Lei Zhao, Yanqing Kong, Lixian Yang, Rentie Zhang, Hao Li, Shengli Li
2024 J jnl
A knowledge-interpretable multi-task learning framework for automated thyroid nodule diagnosis in ultrasound videos.
Medical Image Anal.
Xiangqiong Wu, Guanghua Tan, Hongxia Luo, Zhilun Chen, Bin Pu, Shengli Li, Kenli Li
2024 — conf
Advancing Ultrasound Medical Continuous Learning with Task-Specific Generalization and Adaptability.
BIBM
Chunzheng Zhu, Jianxin Lin, Guanghua Tan, Ningbo Zhu, Kenli Li, Chunlian Wang, Shengli Li
2024 J jnl
An improved medical image segmentation framework with Channel-Height-Width-Spatial attention module.
Eng. Appl. Artif. Intell.
Xiang Yu, Hongbo Guo, Ying Yuan, Wenjia Guo, Xia Yang, Hui Xu, Yanqing Kong, Yu-Dong Zhang, Hairong Zheng, Shengli Li
2024 J jnl
Automatic segmentation of 15 critical anatomical labels and measurements of cardiac axis and cardiothoracic ratio in fetal four chambers using nnU-NetV2.
BMC Medical Informatics Decis. Mak.
Bocheng Liang, Fengfeng Peng, Dandan Luo, Qing Zeng, Huaxuan Wen, Bowen Zheng, Zhiying Zou, Liting An, Huiying Wen, Xin Wen, Yimei Liao, Ying Yuan, Shengli Li
2024 J jnl
FARN: Fetal Anatomy Reasoning Network for Detection With Global Context Semantic and Local Topology Relationship.
IEEE J. Biomed. Health Informatics
Lei Zhao, Guanghua Tan, Qianghui Wu, Bin Pu, Hongliang Ren, Shengli Li, Kenli Li
2024 — conf
Fetal Cardiac Structure Detection Using Multi-task Learning.
ICIC (LNBI 2)
Jie He, Lei Yang, Yunping Zhu, Donglian Li, Zhixing Ding, Yuhuan Lu, Bocheng Liang, Shengli Li
2024 J jnl
Fetal cardiac ultrasound standard section detection model based on multitask learning and mixed attention mechanism.
Neurocomputing
Jie He, Lei Yang, Bocheng Liang, Shengli Li, Caixu Xu
2024 J jnl
Graph-enhanced ensembles of multi-scale structure perception deep architecture for fetal ultrasound plane recognition.
Eng. Appl. Artif. Intell.
Zhan Gao, Guanghua Tan, Chunlian Wang, Jianxin Lin, Bin Pu, Shengli Li, Kenli Li
2024 J jnl
HFSCCD: A Hybrid Neural Network for Fetal Standard Cardiac Cycle Detection in Ultrasound Videos.
IEEE J. Biomed. Health Informatics
Bin Pu, Kenli Li, Jianguo Chen, Yuhuan Lu, Qing Zeng, Jiewen Yang, Shengli Li
2024 — conf
Learning Frequency and Structure in UDA for Medical Object Detection.
PRCV (14)
Liwen Wang, Xiaoyan Zhang, Guannan He, Ying Tan, Shengli Li, Bin Pu, Zhe Jin, Wen Sha, Xingbo Dong
2024 A* conf
M
CVPR
Bin Pu, Liwen Wang, Jiewen Yang, Guannan He, Xingbo Dong, Shengli Li, Ying Tan, Ming Chen, Zhe Jin, Kenli Li, Xiaomeng Li
2024 J jnl
MLMSeg: A multi-view learning model for ultrasound thyroid nodule segmentation.
Comput. Biol. Medicine
Guanyuan Chen, Guanghua Tan, Mingxing Duan, Bin Pu, Hongxia Luo, Shengli Li, Kenli Li
2024 J jnl
The End-to-End Fetal Head Circumference Detection and Estimation in Ultrasound Images.
IEEE Trans. Comput. Biol. Bioinform.
Lei Zhao, Ningshu Li, Guanghua Tan, Jianguo Chen, Shengli Li, Mingxing Duan
2024 A* conf
Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.
ICML
Bin Pu, Xingguo Lv, Jiewen Yang, Guannan He, Xingbo Dong, Yiqun Lin, Shengli Li, Tan Ying, Fei Liu, Ming Chen, Zhe Jin, Kenli Li, Xiaomeng Li
2024 — conf
Unsupervised Ultrasound Image Quality Assessment with Score Consistency and Relativity Co-learning.
MICCAI (5)
Juncheng Guo, Jianxin Lin, Guanghua Tan, Yuhuan Lu, Zhan Gao, Shengli Li, Kenli Li
2023 J jnl
Deep endpoints focusing network under geometric constraints for end-to-end biometric measurement in fetal ultrasound images.
Comput. Biol. Medicine
Zhan Gao, Zean Tian, Bin Pu, Shengli Li, Kenli Li
2022 J jnl
A Novel Deep Learning Framework for Automatic Recognition of Thyroid Gland and Tissues of Neck in Ultrasound Image.
IEEE Trans. Circuits Syst. Video Technol.
Laifa Ma, Guanghua Tan, Hongxia Luo, Qing Liao, Shengli Li, Kenli Li
2022 J jnl
An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph.
Future Gener. Comput. Syst.
Lei Zhao, Kenli Li, Bin Pu, Jianguo Chen, Shengli Li, Xiangke Liao
2022 J jnl
MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments.
IEEE J. Biomed. Health Informatics
Bin Pu, Yuhuan Lu, Jianguo Chen, Shengli Li, Ningbo Zhu, Wei Wei, Kenli Li
2021 J jnl
Automatic Fetal Ultrasound Standard Plane Recognition Based on Deep Learning and IIoT.
IEEE Trans. Ind. Informatics
Bin Pu, Kenli Li, Shengli Li, Ningbo Zhu
2021 J jnl
Fetal cardiac cycle detection in multi-resource echocardiograms using hybrid classification framework.
Future Gener. Comput. Syst.
Bin Pu, Ningbo Zhu, Kenli Li, Shengli Li
2020 J jnl
A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-Chamber Planes.
IEEE J. Biomed. Health Informatics
Jinbao Dong, Shengfeng Liu, Yimei Liao, Huaxuan Wen, Baiying Lei, Shengli Li, Tianfu Wang
2020 J jnl
Bridge Segmentation Performance Gap Via Evolving Shape Prior.
IEEE Access
Chaoyu Chen, Xin Yang, Haoran Dou, Ruobing Huang, Xiaoqiong Huang, Xu Wang, Chong Duan, Shengli Li, Wufeng Xue, Pheng-Ann Heng, Dong Ni
2020 J jnl
Deep Parametric Active Contour Model for Neurofibromatosis Segmentation.
Future Gener. Comput. Syst.
Xiangqiong Wu, Guanghua Tan, Kenli Li, Shengli Li, Huaxuan Wen, Xianyi Zhu, Wenli Cai
2020 J jnl
Game theoretic interpretability for learning based preoperative gliomas grading.
Future Gener. Comput. Syst.
Laifa Ma, Zheng Xiao, Kenli Li, Shengli Li, Jianlin Li, Xiaoping Yi
2020 J jnl
Hybrid Attention for Automatic Segmentation of Whole Fetal Head in Prenatal Ultrasound Volumes.
CoRR
Xin Yang, Xu Wang, Yi Wang, Haoran Dou, Shengli Li, Huaxuan Wen, Yi Lin, Pheng-Ann Heng, Dong Ni
2020 J jnl
Hybrid attention for automatic segmentation of whole fetal head in prenatal ultrasound volumes.
Comput. Methods Programs Biomed.
Xin Yang, Xu Wang, Yi Wang, Haoran Dou, Shengli Li, Huaxuan Wen, Yi Lin, Pheng-Ann Heng, Dong Ni
2019 — conf
FetusMap: Fetal Pose Estimation in 3D Ultrasound.
MICCAI (5)
Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng
2019 J jnl
FetusMap: Fetal Pose Estimation in 3D Ultrasound.
CoRR
Xin Yang, Wenlong Shi, Haoran Dou, Jikuan Qian, Yi Wang, Wufeng Xue, Shengli Li, Dong Ni, Pheng-Ann Heng
2019 — conf
Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes.
BHI
Xu Wang, Xin Yang, Haoran Dou, Shengli Li, Pheng-Ann Heng, Dong Ni
2019 J jnl
Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes.
CoRR
Xu Wang, Xin Yang, Haoran Dou, Shengli Li, Pheng-Ann Heng, Dong Ni
2019 J jnl
Multi-task learning for quality assessment of fetal head ultrasound images.
Medical Image Anal.
Zehui Lin, Shengli Li, Dong Ni, Yimei Liao, Huaxuan Wen, Jie Du, Siping Chen, Tianfu Wang, Baiying Lei
2019 — conf
SPRNet: Automatic Fetal Standard Plane Recognition Network for Ultrasound Images.
SUSI/PIPPI@MICCAI
Jiajun Liang, Rian Huang, Peiyao Kong, Shengli Li, Tianfu Wang, Baiying Lei
2019 J jnl
Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound.
IEEE Trans. Medical Imaging
Xin Yang, Lequan Yu, Shengli Li, Huaxuan Wen, Dandan Luo, Cheng Bian, Jing Qin, Dong Ni, Pheng-Ann Heng
2018 J jnl
A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition.
IEEE J. Biomed. Health Informatics
Zhen Yu, Ee-Leng Tan, Dong Ni, Jing Qin, Siping Chen, Shengli Li, Baiying Lei, Tianfu Wang
2018 J jnl
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting.
IEEE J. Biomed. Health Informatics
Jing Li, Yi Wang, Baiying Lei, Jie-Zhi Cheng, Jing Qin, Tianfu Wang, Shengli Li, Dong Ni
2018 — conf
Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks.
DATRA/PIPPI@MICCAI
Peiyao Kong, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei
2018 — conf
Generalizing Deep Models for Ultrasound Image Segmentation.
MICCAI (4)
Xin Yang, Haoran Dou, Ran Li, Xu Wang, Cheng Bian, Shengli Li, Dong Ni, Pheng-Ann Heng
2018 — conf
Quality Assessment of Fetal Head Ultrasound Images Based on Faster R-CNN.
POCUS/BIVPCS/CuRIOUS/CPM@MICCAI
Zehui Lin, Minh Hung Le, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Baiying Lei
2017 — conf
Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation.
ISBI
Lingyun Wu, Yang Xin, Shengli Li, Tianfu Wang, Pheng-Ann Heng, Dong Ni
2017 J jnl
FUIQA: Fetal Ultrasound Image Quality Assessment With Deep Convolutional Networks.
IEEE Trans. Cybern.
Lingyun Wu, Jie-Zhi Cheng, Shengli Li, Bai Ying Lei, Tianfu Wang, Dong Ni
2017 — conf
Hybrid dermoscopy image classification framework based on deep convolutional neural network and Fisher vector.
ISBI
Zhen Yu, Dong Ni, Siping Chen, Jing Qin, Shengli Li, Tianfu Wang, Bai Ying Lei
2017 — conf
Towards Automatic Semantic Segmentation in Volumetric Ultrasound.
MICCAI (1)
Xin Yang, Lequan Yu, Shengli Li, Xu Wang, Na Wang, Jing Qin, Dong Ni, Pheng-Ann Heng
2017 J jnl
Ultrasound Standard Plane Detection Using a Composite Neural Network Framework.
IEEE Trans. Cybern.
Hao Chen, Lingyun Wu, Qi Dou, Jing Qin, Shengli Li, Jie-Zhi Cheng, Dong Ni, Pheng-Ann Heng
2016 — conf
Fetal facial standard plane recognition via very deep convolutional networks.
EMBC
Zhen Yu, Dong Ni, Siping Chen, Shengli Li, Tianfu Wang, Bai Ying Lei
2015 — conf
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks.
MICCAI (1)
Hao Chen, Qi Dou, Dong Ni, Jie-Zhi Cheng, Jing Qin, Shengli Li, Pheng-Ann Heng
2015 C conf
Discriminative learning for automatic staging of placental maturity via multi-layer fisher vector.
ICICS
Wanjun Li, Dong Ni, Siping Chen, Bai Ying Lei, Tianfu Wang, Yuan Yao, Shengli Li
2015 J jnl
Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.
IEEE J. Biomed. Health Informatics
Hao Chen, Dong Ni, Jing Qin, Shengli Li, Xin Yang, Tianfu Wang, Pheng-Ann Heng
2014 — conf
Automatic grading of placental maturity based on LIOP and fisher vector.
EMBC
Baiying Lei, Xinyao Li, Yuan Yao, Shengli Li, Siping Chen, Yongjin Zhou, Dong Ni, Tianfu Wang
2014 — conf
Automatic recognition of fetal standard plane in ultrasound image.
ISBI
Bai Ying Lei, Liu Zhuo, Siping Chen, Shengli Li, Dong Ni, Tianfu Wang
2014 — conf
Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer.
MLMI
Hao Chen, Dong Ni, Xin Yang, Shengli Li, Pheng-Ann Heng
2014 — conf
Standard plane localization in ultrasound by radial component.
ISBI
Xin Yang, Dong Ni, Jing Qin, Shengli Li, Tianfu Wang, Siping Chen, Pheng-Ann Heng
2013 — conf
Learning based automatic head detection and measurement from fetal ultrasound images via prior knowledge and imaging parameters.
ISBI
Dong Ni, Yong Yang, Shengli Li, Jing Qin, Shuyuan Ouyang, Tianfu Wang, Pheng-Ann Heng
2013 — conf
Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound.
Abdominal Imaging
Dong Ni, Tianmei Li, Xin Yang, Jing Qin, Shengli Li, Chien Ting Chin, Shuyuan Ouyang, Tianfu Wang, Siping Chen
2011 — conf
Automatic measurement of early gestational sac diameters from one scan session.
Computer-Aided Diagnosis
Ling Zhang, Siping Chen, Shengli Li, Tianfu Wang