He, Yufan
- MONAI: An open-source framework for deep learning in healthcare
2022/11/04 by M. Jorge Cardoso, Wenqi Li, Cardoso, M. Jorge +109 · 94 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Radiomics and Machine Learning in Medical Imaging
- ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration
2021/04/13 by Junyu Chen, Yufan He, Chen, Junyu +7 · 9 citations
Computer Science · Medicine · #Advanced Neural Network Applications #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 Image Segmentation Techniques #electronic engineering #information engineering
- VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
2024/06/07 by Yufan He, He, Yufan, Pengfei Guo +25 · 15 citations
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging
- DiNTS: Differentiable Neural Network Topology Search for 3D Medical Image Segmentation
2021/03/29 by He, Yufan, Yang, Dong, Roth, Holger +2 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
2024/11/19 by Nath, Vishwesh, Li, Wenqi, Yang, Dong +22 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Automated 3D Segmentation of Kidneys and Tumors in MICCAI KiTS 2023 Challenge
2023/10/06 by Myronenko, Andriy, Yang, Dong, He, Yufan +1 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Disruptive Autoencoders: Leveraging Low-level features for 3D Medical Image Pre-training
2023/07/31 by Jeya Maria Jose Valanarasu, Valanarasu, Jeya Maria Jose, Yucheng Tang +19 · 4 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Automated head and neck tumor segmentation from 3D PET/CT
2022/09/22 by Myronenko, Andriy, Siddiquee, Md Mahfuzur Rahman, Yang, Dong +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- HyperSegNAS: Bridging One-Shot Neural Architecture Search with 3D Medical Image Segmentation using HyperNet
2021/12/20 by Peng, Cheng, Myronenko, Andriy, Hatamizadeh, Ali +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Automated segmentation of intracranial hemorrhages from 3D CT
2022/09/21 by Siddiquee, Md Mahfuzur Rahman, Yang, Dong, He, Yufan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration
2023/03/10 by Junyu Chen, Yihao Liu, Chen, Junyu +5 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #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 #electronic engineering #information engineering
- Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model
2025/05/07 by Guo, Pengfei, Zhao, Can, Yang, Dong +9 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Aorta Segmentation from 3D CT in MICCAI SEG.A. 2023 Challenge
2023/10/06 by Myronenko, Andriy, Yang, Dong, He, Yufan +1 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Unsupervised learning of spatially varying regularization for diffeomorphic image registration
2024/12/23 by Junyu Chen, Chen, Junyu, Shuwen Wei +13 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization
2024/07/03 by Tang, Yucheng, He, Yufan, Nath, Vishwesh +11 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation
2024/08/20 by Yufan He, He, Yufan, Pengfei Guo +17 · 1 citation
Computer Science · #Medical Image Segmentation Techniques
- MAISI-v2: Accelerated 3D High-Resolution Medical Image Synthesis with Rectified Flow and Region-specific Contrastive Loss
2025/08/07 by Can Zhao, Pengfei Guo, Zhao, Can +17 · 2 citations
Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis