Dong Ni

Union Hospital — China

Computer Science · Physical Sciences

54h-index11.8kcitations472works3.62yr avg
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Research Topics

AI in cancer detection(83), Medical Image Segmentation Techniques(69), Domain Adaptation and Few-Shot Learning(66), Radiomics and Machine Learning in Medical Imaging(55), Fetal and Pediatric Neurological Disorders(54)

Publications471 total

Foundation Neural Operators: A Survey on Pretraining Methods, the Data Ecosystem, and Efficient Adaptation
2026Open Access
Biomechanical Forces in Prostate Cancer: Current Insights and Future Directions
Cancers·2026Open Access
IUGC: A benchmark of landmark detection in end-to-end intrapartum ultrasound biometry
Medical Image Analysis·2026· 1 cited
OnUVS: An Online Motion Transfer Framework with Content-Texture Decoupling for High-Fidelity Ultrasound Video Synthesis
IEEE Journal of Biomedical and Health Informatics·2026
Cross-domain dynamic routing decoders for multi-domain generalization in ultrasound imaging
Quantitative Imaging in Medicine and Surgery·2025Open Access
Ultrasound radiomics and deep learning for predicting antral follicle count and anti-Müllerian hormone
Scientific Reports·2025Open Access
An Efficient Graph-Transformer Operator for Learning Physical Dynamics with Manifolds Embedding
arXiv (Cornell University)·2025Open Access
G protein-coupled receptors in prostate cancer: research progress and therapeutic targets
Frontiers in Cell and Developmental Biology·2025Open Access
ModeTv2: GPU-accelerated motion decomposition transformer for pairwise optimization in medical image registration
Medical Image Analysis·2025· 1 cited
FiRework: Field refinement framework for efficient enhancement of deformable registration
Biomedical Signal Processing and Control·2025
COVID-19 Severity Prediction from Lung Ultrasound via Dynamic Gated Multi-instance Learning
Lecture notes in computer science·2025
3D Heart Reconstruction from Sparse Pose-Agnostic 2D Echocardiographic Slices
Lecture notes in computer science·2025· 1 cited
Accurate and Efficient Fetal Birth Weight Estimation from 3D Ultrasound
Lecture notes in computer science·2025
MTCNet: Motion and Topology Consistency Guided Learning for Mitral Valve Segmentation in 4D Ultrasound
Lecture notes in computer science·2025
ADAptation: Reconstruction-Based Unsupervised Active Learning for Breast Ultrasound Diagnosis
Lecture notes in computer science·2025
UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound
Lecture notes in computer science·2025
Uncertainty-Aware Diffusion and Reinforcement Learning for Joint Plane Localization and Anomaly Diagnosis in 3D Ultrasound
Lecture notes in computer science·2025
Deep learning approach for screening neonatal cerebral lesions on ultrasound in China
Nature Communications·2025· 1 citedOpen Access
Multi-view fusion network with test time augmentation for cardiac image segmentation and ejection fraction estimation
Results in Engineering·2025Open Access
Echocardiographic video-driven multi-task learning model for coronary artery disease diagnosis and severity grading
Frontiers in Bioengineering and Biotechnology·2025· 1 citedOpen Access
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Frequent Co-authors

Tianfu Wang(20), Xin Yang(17), Baiying Lei(15), Jing Qin(14), Pheng‐Ann Heng(13), Siping Chen(12), Shengli Li(11), Jie‐Zhi Cheng(7), Yi Wang(5), Hao Chen(4), Lequan Yu(4), Dinggang Shen(3), Cheng Bian(3), Youyi Song(3), Feng Zhou(3), Lingyun Wu(3), Yu Gao(3), Qing Ai(3), Wufeng Xue(3), Jun Cheng(3)