Nath, Vishwesh
- Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images
2022/01/04 by Ali Hatamizadeh, Vishwesh Nath, Hatamizadeh, Ali +9 · 155 citations
Computer Science · Neuroscience · Medicine · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Radiomics and Machine Learning in Medical Imaging
- UNETR: Transformers for 3D Medical Image Segmentation
2021/03/18 by Ali Hatamizadeh, Hatamizadeh, Ali, Tang, Yucheng +9 · 126 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI #Advanced Neural Network Applications
- MONAI: An open-source framework for deep learning in healthcare
2022/11/04 by M. Jorge Cardoso, Wenqi Li, Cardoso, M. Jorge +109 · 102 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
- Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
2021/11/29 by Yucheng Tang, Tang, Yucheng, Dong Yang +13 · 67 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- NVILA: Efficient Frontier Visual Language Models
2024/12/05 by Zhijian Liu, Ligeng Zhu, Liu, Zhijian +52 · 2 voices · 59 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
- VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
2024/06/07 by Yufan He, He, Yufan, Pengfei Guo +25 · 16 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
- MAISI: Medical AI for Synthetic Imaging
2024/09/13 by Guo, Pengfei, Zhao, Can, Yang, Dong +8 · 19 citations
#Artificial Intelligence (cs.AI) #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
- Fair Federated Medical Image Segmentation via Client Contribution Estimation
2023/03/29 by Meirui Jiang, Jiang, Meirui, Holger R. Roth +15 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge
2024/11/19 by Nath, Vishwesh, Li, Wenqi, Yang, Dong +22 · 13 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
- Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples
2023/03/28 by Jingwei Sun, Sun, Jingwei, Ziyue Xu +15 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Cortical Surface Parcellation using Spherical Convolutional Neural\n Networks
2019/07/11 by Prasanna Parvathaneni, Parvathaneni, Prasanna, Shunxing Bao +17 · 1 citation
Computer Science · Engineering · Medicine · #Medical Image Segmentation Techniques #Medical Imaging and Analysis #Advanced Neuroimaging Techniques and Applications
- Warm Start Active Learning with Proxy Labels & Selection via Semi-Supervised Fine-Tuning
2022/09/13 by Nath, Vishwesh, Yang, Dong, Roth, Holger R. +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model
2025/05/07 by Guo, Pengfei, Zhao, Can, Yang, Dong +9 · 5 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
- COLosSAL: A Benchmark for Cold-start Active Learning for 3D Medical Image Segmentation
2023/07/22 by Han Liu, Hao Li, Liu, Han +15 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
- 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
- mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis
2024/05/28 by Liu, Quan, Deng, Ruining, Cui, Can +4 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- 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