Andriy Myronenko

1. MONAI: An open-source framework for deep learning in healthcare
   2022/11/04 by M. Jorge Cardoso, Cardoso, M. Jorge, Wenqi Li +109 · 111 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
2. VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging
   2024/06/07 by Yufan He, Pengfei Guo, He, Yufan +25 · 17 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
3. When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation
   2019/06/07 by Ling Zhang, Xiaosong Wang, Zhang, Ling +17 · 5 citations
   Computer Science · Medicine · #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 #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #electronic engineering #information engineering
4. Automated head and neck tumor segmentation from 3D PET/CT
   2022/09/22 by Andriy Myronenko, Myronenko, Andriy, Md Mahfuzur Rahman Siddiquee +7 · 2 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Head and Neck Cancer Studies #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
5. Aorta Segmentation from 3D CT in MICCAI SEG.A. 2023 Challenge
   2023/10/06 by Andriy Myronenko, Dong Yang, Myronenko, Andriy +5 · 3 citations
   Computer Science · Medicine · #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 #Retinal Imaging and Analysis #electronic engineering #information engineering
6. Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging
   2021/11/01 by Andriy Myronenko, Myronenko, Andriy, Ziyue Xu +7 · 1 citation
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
7. A Short Review and Evaluation of SAM2's Performance in 3D CT Image Segmentation
   2024/08/20 by Yufan He, Pengfei Guo, He, Yufan +17 · 2 citations
   Computer Science · #Medical Image Segmentation Techniques