Dong Ni

1. Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features
   2018/08/20 by Zhen Yu, Xudong Jiang, Feng Zhou +5 · 31 citations
   Medicine · Computer Science · Biochemistry, Genetics and Molecular Biology · #Cutaneous Melanoma Detection and Management #AI in cancer detection #melanin and skin pigmentation
2. From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation
   2023/10/31 by Ruxue Wen, Hangjie Yuan, Wen, Ruxue +7 · 6 citations
   Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
3. Self Context and Shape Prior for Sensorless Freehand 3D Ultrasound Reconstruction
   2021/07/31 by Mingyuan Luo, Xin Yang, Luo, Mingyuan +15 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #Hip disorders and treatments
4. Deep Motion Network for Freehand 3D Ultrasound Reconstruction
   2022/07/01 by Mingyuan Luo, Xin Yang, Luo, Mingyuan +7 · 3 citations
   Computer Science · Medicine · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Ultrasound Imaging and Elastography #electronic engineering #information engineering
5. Style Curriculum Learning for Robust Medical Image Segmentation
   2021/08/01 by Zhendong Liu, Van Manh, Liu, Zhendong +15 · 2 citations
   Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
6. Remove Appearance Shift for Ultrasound Image Segmentation via Fast and Universal Style Transfer
   2020/02/14 by Zhendong Liu, Liu, Zhendong, Xin Yang +21 · 1 citation
   Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Medical Image Segmentation Techniques
7. Robust Box Prompt based SAM for Medical Image Segmentation
   2024/07/31 by Yuhao Huang, Huang, Yuhao, Xin Yang +11 · 2 citations
   Computer Science · Neuroscience · #Medical Image Segmentation Techniques #Brain Tumor Detection and Classification #Image and Object Detection Techniques
8. Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound
   2021/03/26 by Xin Yang, Haoran Dou, Yang, Xin +21 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cleft Lip and Palate Research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #electronic engineering #information engineering
9. Joint Landmark and Structure Learning for Automatic Evaluation of Developmental Dysplasia of the Hip
   2021/06/10 by Xindi Hu, Hu, Xindi, Limin Wang +21 · 1 citation
   Medicine · #Hip disorders and treatments #Orthopaedic implants and arthroplasty
10. Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis
    2022/04/14 by Jiamin Liang, Xin Yang, Liang, Jiamin +17 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Vision and Imaging #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
11. Multi-Attribute Attention Network for Interpretable Diagnosis of Thyroid Nodules in Ultrasound Images
    2022/07/09 by Van T. Manh, Manh, Van T., Jianqiao Zhou +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
12. Multi-IMU with Online Self-Consistency for Freehand 3D Ultrasound Reconstruction
    2023/06/28 by Mingyuan Luo, Luo, Mingyuan, Xin Yang +17 · 1 citation
    Engineering · Medicine · #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #Ultrasound Imaging and Elastography #electronic engineering #information engineering
13. Fourier Test-time Adaptation with Multi-level Consistency for Robust Classification
    2023/06/05 by Yuhao Huang, Huang, Yuhao, Xin Yang +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
14. PE-MED: Prompt Enhancement for Interactive Medical Image Segmentation
    2023/08/26 by Chang Ao, Chang, Ao, Tao Xing +13 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
15. Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition
    2023/08/13 by Weishan Ye, Ye, Weishan, Zhiguo Zhang +13 · 1 citation
    Medicine · Neuroscience · Psychology · #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #Emotion and Mood Recognition #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
16. Fine-grained Context and Multi-modal Alignment for Freehand 3D Ultrasound Reconstruction
    2024/07/05 by Zhongnuo Yan, Xin Yang, Yan, Zhongnuo +11 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
17. TUS-REC2024: A Challenge to Reconstruct 3D Freehand Ultrasound Without External Tracker
    2025/06/26 by Qi Li, Li, Qi, Saeed, Shaheer U. +49 · 2 citations
    Medicine · Engineering · #Ultrasound Imaging and Elastography #Soft Robotics and Applications #Surgical Simulation and Training