Dong Ni
Orcid: 0000-0002-9146-6003Affiliations:
- Shenzhen University, School of Biomedical Engineering, China
- Guangdong Key Laboratory for Biomedical Measurements and Ultrasound Imaging, Shenzhen, China
- Chinese University of Hong Kong, Hong Kong (PhD 2009)
According to our database1,
Dong Ni
authored at least 175 papers
between 2008 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Non-iterative scribble-supervised learning with pacing pseudo-masks for medical image segmentation.
Expert Syst. Appl., March, 2024
Medical Image Anal., January, 2024
A modified U-net with graph representation for dose prediction in esophageal cancer radiotherapy plans.
Comput. Medical Imaging Graph., January, 2024
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration.
CoRR, 2024
Thyroid ultrasound diagnosis improvement via multi-view self-supervised learning and two-stage pre-training.
CoRR, 2024
CoRR, 2024
One-Stop Automated Diagnostic System for Carpal Tunnel Syndrome in Ultrasound Images Using Deep Learning.
CoRR, 2024
Is Two-shot All You Need? A Label-efficient Approach for Video Segmentation in Breast Ultrasound.
CoRR, 2024
2023
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences.
IEEE Trans. Medical Imaging, December, 2023
Comput. Methods Programs Biomed., May, 2023
Co-learning of appearance and shape for precise ejection fraction estimation from echocardiographic sequences.
Medical Image Anal., 2023
Medical Image Anal., 2023
CoRR, 2023
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition.
CoRR, 2023
OnUVS: Online Feature Decoupling Framework for High-Fidelity Ultrasound Video Synthesis.
CoRR, 2023
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Inflated 3D Convolution-Transformer for Weakly-Supervised Carotid Stenosis Grading with Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Wall Thickness Estimation from Short Axis Ultrasound Images via Temporal Compatible Deformation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Pre-operative Survival Prediction of Diffuse Glioma Patients with Joint Tumor Subtyping.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Mitral Regurgitation Quantification from Multi-channel Ultrasound Images via Deep Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Hierarchical Agent-Based Reinforcement Learning Framework for Automated Quality Assessment of Fetal Ultrasound Video.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation.
IEEE J. Biomed. Health Informatics, 2022
Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip.
IEEE J. Biomed. Health Informatics, 2022
AWSnet: An auto-weighted supervision attention network for myocardial scar and edema segmentation in multi-sequence cardiac magnetic resonance images.
Medical Image Anal., 2022
NAS-optimized topology-preserving transfer learning for differentiating cortical folding patterns.
Medical Image Anal., 2022
Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis.
Medical Image Anal., 2022
Medical Image Anal., 2022
Medical Image Anal., 2022
HASA: Hybrid architecture search with aggregation strategy for echinococcosis classification and ovary segmentation in ultrasound images.
Expert Syst. Appl., 2022
Agent with Tangent-Based Formulation and Anatomical Perception for Standard Plane Localization in 3D Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Multimodal Brain Tumor Segmentation Using Contrastive Learning Based Feature Comparison with Monomodal Normal Brain Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Masked Video Modeling with Correlation-Aware Contrastive Learning for Breast Cancer Diagnosis in Ultrasound.
Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Personalized Diagnostic Tool for Thyroid Cancer Classification Using Multi-view Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound.
IEEE Trans. Medical Imaging, 2021
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI.
IEEE Trans. Medical Imaging, 2021
Learn Fine-Grained Adaptive Loss for Multiple Anatomical Landmark Detection in Medical Images.
IEEE J. Biomed. Health Informatics, 2021
Fused Sparse Network Learning for Longitudinal Analysis of Mild Cognitive Impairment.
IEEE Trans. Cybern., 2021
Contrastive rendering with semi-supervised learning for ovary and follicle segmentation from 3D ultrasound.
Medical Image Anal., 2021
Medical Image Anal., 2021
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.
Medical Image Anal., 2021
AW3M: An auto-weighting and recovery framework for breast cancer diagnosis using multi-modal ultrasound.
Medical Image Anal., 2021
<i>BrcaSeg</i>: A Deep Learning Approach for Tissue Quantification and Genomic Correlations of Histopathological Images.
Genom. Proteom. Bioinform., 2021
Image-Guided Navigation of a Robotic Ultrasound Probe for Autonomous Spinal Sonography Using a Shadow-aware Dual-Agent Framework.
CoRR, 2021
CoRR, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Statistical Dependency Guided Contrastive Learning for Multiple Labeling in Prenatal Ultrasound.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
The Winner of Age Challenge: Going One Step Further From Keypoint Detection to Scleral Spur Localization.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Deeply-Supervised Networks With Threshold Loss for Cancer Detection in Automated Breast Ultrasound.
IEEE Trans. Medical Imaging, 2020
CR-Unet: A Composite Network for Ovary and Follicle Segmentation in Ultrasound Images.
IEEE J. Biomed. Health Informatics, 2020
Parameter-Free Gaussian PSF Model for Extended Depth of Field in Brightfield Microscopy.
IEEE Trans. Image Process., 2020
Frontiers Neurorobotics, 2020
A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging.
CoRR, 2020
Hybrid attention for automatic segmentation of whole fetal head in prenatal ultrasound volumes.
Comput. Methods Programs Biomed., 2020
Left ventricle quantification with sample-level confidence estimation via Bayesian neural network.
Comput. Medical Imaging Graph., 2020
Appl. Soft Comput., 2020
Computer-Aided Tumor Diagnosis in Automated Breast Ultrasound Using 3D Detection Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Temporal-Consistent Segmentation of Echocardiography with Co-learning from Appearance and Shape.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Statistical Atlases and Computational Models of the Heart. M&Ms and EMIDEC Challenges, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Synthesis and Edition of Ultrasound Images via Sketch Guided Progressive Growing GANS.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Region Proposal Network with Graph Prior and Iou-Balance Loss for Landmark Detection in 3D Ultrasound.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
IEEE Trans. Medical Imaging, 2019
IEEE Trans. Medical Imaging, 2019
Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning.
IEEE Trans. Medical Imaging, 2019
IEEE J. Biomed. Health Informatics, 2019
Neuroimaging Retrieval via Adaptive Ensemble Manifold Learning for Brain Disease Diagnosis.
IEEE J. Biomed. Health Informatics, 2019
Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features.
IEEE Trans. Biomed. Eng., 2019
Multim. Tools Appl., 2019
Medical Image Anal., 2019
An optimized generic cerebral tumor growth modeling framework by coupling biomechanical and diffusive models with treatment effects.
Appl. Soft Comput., 2019
Proceedings of the Statistical Atlases and Computational Models of the Heart. Multi-Sequence CMR Segmentation, CRT-EPiggy and LV Full Quantification Challenges, 2019
ARS-Net: Adaptively Rectified Supervision Network for Automated 3D Ultrasound Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Novel Bi-directional Images Synthesis Based on WGAN-GP with GMM-Based Noise Generation.
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Left Ventricle Segmentation and Quantification with Attention-Enhanced Segmentation and Shape Correction.
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
Segmentation and Recovery of Pathological MR Brain Images Using Transformed Low-Rank and Structured Sparse Decomposition.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 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 Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Densely Deep Supervised Networks with Threshold Loss for Cancer Detection in Automated Breast Ultrasound.
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
Auto-context fully convolutional network for levator hiatus segmentation in ultrasoudn images.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
IEEE Trans. Medical Imaging, 2017
Automatic Scoring of Multiple Semantic Attributes With Multi-Task Feature Leverage: A Study on Pulmonary Nodules in CT Images.
IEEE Trans. Medical Imaging, 2017
Segmentation, Splitting, and Classification of Overlapping Bacteria in Microscope Images for Automatic Bacterial Vaginosis Diagnosis.
IEEE J. Biomed. Health Informatics, 2017
IEEE Trans. Cybern., 2017
Relational-Regularized Discriminative Sparse Learning for Alzheimer's Disease Diagnosis.
IEEE Trans. Cybern., 2017
IEEE Trans. Cybern., 2017
Automatic cystocele severity grading in transperineal ultrasound by random forest regression.
Pattern Recognit., 2017
Pattern Recognit., 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 2017
Proceedings of the Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges, 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
Longitudinal analysis for mild cognitive impairment identification via fused group learning with smooth regularization.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration.
IEEE Trans. Medical Imaging, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Fully Automatic Localization and Segmentation of Intervertebral Disc from 3D Multi-modality MR Images by Regression Forest and CNN.
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016
Proceedings of the Computational Methods and Clinical Applications for Spine Imaging, 2016
Bridging Computational Features Toward Multiple Semantic Features with Multi-task Regression: A Study of CT Pulmonary Nodules.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 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
Accurate Segmentation of Cervical Cytoplasm and Nuclei Based on Multiscale Convolutional Network and Graph Partitioning.
IEEE Trans. Biomed. Eng., 2015
Optimal and secure audio watermarking scheme based on self-adaptive particle swarm optimization and quaternion wavelet transform.
Signal Process., 2015
Saliency-driven image classification method based on histogram mining and image score.
Pattern Recognit., 2015
Medical Image Anal., 2015
Multispectral Image Alignment With Nonlinear Scale-Invariant Keypoint and Enhanced Local Feature Matrix.
IEEE Geosci. Remote. Sens. Lett., 2015
Joint Learning of Multiple Longitudinal Prediction Models by Exploring Internal Relations.
Proceedings of the Machine Learning in Medical Imaging - 6th International Workshop, 2015
Automatic Localization and Identification of Vertebrae in Spine CT via a Joint Learning Model with Deep Neural Networks.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 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
Proceedings of the 10th International Conference on Information, 2015
Discriminative learning for automatic staging of placental maturity via multi-layer fisher vector.
Proceedings of the 10th International Conference on Information, 2015
2014
Expert Syst. Appl., 2014
Towards Personalized Biomechanical Model and MIND-Weighted Point Matching for Robust Deformable MR-TRUS Registration.
Proceedings of the Computer-Assisted and Robotic Endoscopy - First International Workshop, 2014
Noninvasive Electrocardiographic Imaging of Cardiac Arrhythmias: Enhance the Diagnosis of Bundle Branch Block.
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 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
Personalized modeling of prostate deformation based on elastography for MRI-TRUS registration.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Segmentation and Splitting of Touching Vaginal Bacteria Based on Superpixel and Effective Distance.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
A deep learning based framework for accurate segmentation of cervical cytoplasm and nuclei.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 9th International Conference on Information, 2013
2012
A statistical approach for muscle fascicle orientation estimation in ultrasound images.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012
2011
IEEE Computer Graphics and Applications, 2011
2010
Trans. Edutainment, 2010
Particle-based simulation of blood flow and vessel wall interactions in virtual surgery.
Proceedings of the 2010 Symposium on Information and Communication Technology, 2010
2009
Comput. Medical Imaging Graph., 2009
2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008