Ma, Ting
- The TopCoW Challenge -- Topology-Aware Circle of Willis Segmentation for CT and MR Angiography
2023/12/29 by Kaiyuan Yang, Fabio Musio, Yang, Kaiyuan +225 · 17 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #cs.CV #cs.LG #q-bio.QM #q-bio.TO
- Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
2024/11/06 by Pedro R. A. S. Bassi, Wenxuan Li, Bassi, Pedro R. A. S. +103 · 15 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
- BrainMass: Advancing Brain Network Analysis for Diagnosis with Large-scale Self-Supervised Learning
2024/03/03 by Yang, Yanwu, Ye, Chenfei, Su, Guinan +6 · 8 citations
#Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #Finance #Neurons and Cognition (q-bio.NC) #and Science (cs.CE)
- Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation
2022/10/27 by Guo, Xutao, Yang, Yanwu, Ye, Chenfei +3 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Centerline Boundary Dice Loss for Vascular Segmentation
2024/07/01 by Pengcheng Shi, Shi, Pengcheng, Jiesi Hu +9 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge
2024/03/19 by Hongwei Bran, Li, Hongwei Bran, Fernando Navarro +154 · 5 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Leveraging Self-Supervised Learning for MIMO-OFDM Channel Representation and Generation
2024/05/24 by Zongxi Liu, Jiacheng Chen, Liu, Zongxi +11 · 4 citations
Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #Wireless Communication Networks Research #electronic engineering #information engineering
- Estimating Brain Age with Global and Local Dependencies
2022/09/19 by Yanwu Yang, Yang, Yanwu, Xutao Guo +11 · 2 citations
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #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
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation
2023/05/25 by Pengcheng Shi, Shi, Pengcheng, Xutao Guo +7 · 2 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Convergence rate for Galerkin approximation of the stochastic Allen-Cahn equations on 2D torus
2019/08/25 by Ting Ma, Ma, Ting, Rongchan Zhu +1 · 1 citation
Computer Science · Economics, Econometrics and Finance · Mathematics · #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Nonlinear Partial Differential Equations #Numerical Analysis (math.NA) #Probability (math.PR) #Stochastic processes and financial applications
- Uncertainty Quantification in Medical Image Segmentation with Multi-decoder U-Net
2021/09/15 by Yanwu Yang, Yang, Yanwu, Xutao Guo +9 · 1 citation
Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Multi-modal Dynamic Graph Network: Coupling Structural and Functional Connectome for Disease Diagnosis and Classification
2022/10/25 by Yanwu Yang, Yang, Yanwu, Xutao Guo +9 · 1 citation
Computer Science · Environmental Science · Neuroscience · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- A Chebyshev Confidence Guided Source-Free Domain Adaptation Framework for Medical Image Segmentation
2023/10/27 by Jiesi Hu, Hu, Jiesi, Yanwu Yang +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #COVID-19 diagnosis using AI #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Advancing Brain Imaging Analysis Step-by-step via Progressive Self-paced Learning
2024/07/23 by Yang, Yanwu, Chen, Hairui, Hu, Jiesi +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Three Favorite Edges Occurs Infinitely Often for One-Dimensional Simple Random Walk
2021/11/01 by Chen-Xu Hao, Hao, Chen-Xu, Ze-Chun Hu +5 · 1 citation
Computer Science · Mathematics · #Advanced Graph Theory Research #FOS: Mathematics #Optimization and Search Problems #Probability (math.PR) #Stochastic processes and statistical mechanics