Shengli Li
Orcid: 0000-0003-0570-4165Affiliations:
- Nanfang (Southern) Medical University, Affiliated Shenzhen Maternal and Child Healthcare Hospital, Department of Ultrasound, Guangzhoui, China
According to our database1,
Shengli Li
authored at least 50 papers
between 2011 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
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., December, 2024
FARN: Fetal Anatomy Reasoning Network for Detection With Global Context Semantic and Local Topology Relationship.
IEEE J. Biomed. Health Informatics, August, 2024
HFSCCD: A Hybrid Neural Network for Fetal Standard Cardiac Cycle Detection in Ultrasound Videos.
IEEE J. Biomed. Health Informatics, May, 2024
Comput. Biol. Medicine, February, 2024
A knowledge-interpretable multi-task learning framework for automated thyroid nodule diagnosis in ultrasound videos.
Medical Image Anal., January, 2024
Fetal cardiac ultrasound standard section detection model based on multitask learning and mixed attention mechanism.
Neurocomputing, 2024
An improved medical image segmentation framework with Channel-Height-Width-Spatial attention module.
Eng. Appl. Artif. Intell., 2024
Graph-enhanced ensembles of multi-scale structure perception deep architecture for fetal ultrasound plane recognition.
Eng. Appl. Artif. Intell., 2024
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024
Unsupervised Ultrasound Image Quality Assessment with Score Consistency and Relativity Co-learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Unsupervised Domain Adaptation for Anatomical Structure Detection in Ultrasound Images.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Advanced Intelligent Computing in Bioinformatics, 2024
M<sup>3</sup>-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Deep endpoints focusing network under geometric constraints for end-to-end biometric measurement in fetal ultrasound images.
Comput. Biol. Medicine, October, 2023
2022
MobileUNet-FPN: A Semantic Segmentation Model for Fetal Ultrasound Four-Chamber Segmentation in Edge Computing Environments.
IEEE J. Biomed. Health Informatics, 2022
A Novel Deep Learning Framework for Automatic Recognition of Thyroid Gland and Tissues of Neck in Ultrasound Image.
IEEE Trans. Circuits Syst. Video Technol., 2022
An ultrasound standard plane detection model of fetal head based on multi-task learning and hybrid knowledge graph.
Future Gener. Comput. Syst., 2022
2021
Automatic Fetal Ultrasound Standard Plane Recognition Based on Deep Learning and IIoT.
IEEE Trans. Ind. Informatics, 2021
Fetal cardiac cycle detection in multi-resource echocardiograms using hybrid classification framework.
Future Gener. Comput. Syst., 2021
2020
A Generic Quality Control Framework for Fetal Ultrasound Cardiac Four-Chamber Planes.
IEEE J. Biomed. Health Informatics, 2020
Future Gener. Comput. Syst., 2020
Future Gener. Comput. Syst., 2020
Hybrid attention for automatic segmentation of whole fetal head in prenatal ultrasound volumes.
Comput. Methods Programs Biomed., 2020
2019
IEEE Trans. Medical Imaging, 2019
Medical Image Anal., 2019
Proceedings of the Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
2018
A Deep Convolutional Neural Network-Based Framework for Automatic Fetal Facial Standard Plane Recognition.
IEEE J. Biomed. Health Informatics, 2018
Automatic Fetal Head Circumference Measurement in Ultrasound Using Random Forest and Fast Ellipse Fitting.
IEEE J. Biomed. Health Informatics, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Automatic and Efficient Standard Plane Recognition in Fetal Ultrasound Images via Multi-scale Dense Networks.
Proceedings of the Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis, 2018
2017
IEEE Trans. Cybern., 2017
IEEE Trans. Cybern., 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Hybrid dermoscopy image classification framework based on deep convolutional neural network and Fisher vector.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Cascaded Fully Convolutional Networks for automatic prenatal ultrasound image segmentation.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Standard Plane Localization in Fetal Ultrasound via Domain Transferred Deep Neural Networks.
IEEE J. Biomed. Health Informatics, 2015
Automatic Fetal Ultrasound Standard Plane Detection Using Knowledge Transferred Recurrent Neural Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Discriminative learning for automatic staging of placental maturity via multi-layer fisher vector.
Proceedings of the 10th International Conference on Information, 2015
2014
Fetal Abdominal Standard Plane Localization through Representation Learning with Knowledge Transfer.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Selective Search and Sequential Detection for Standard Plane Localization in Ultrasound.
Proceedings of the Abdominal Imaging. Computation and Clinical Applications, 2013
Learning based automatic head detection and measurement from fetal ultrasound images via prior knowledge and imaging parameters.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011