Myers, Kyle J.
- Objective task-based evaluation of artificial intelligence-based medical imaging methods: Framework, strategies and role of the physician
2021/07/09 by Jha, Abhinav K., Myers, Kyle J., Obuchowski, Nancy A. +5 · 4 citations
#FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- Assessing the ability of generative adversarial networks to learn canonical medical image statistics
2022/04/26 by Varun A. Kelkar, Dimitrios S. Gotsis, Kelkar, Varun A. +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics
2024/05/03 by Deshpande, Rucha, Kelkar, Varun A., Gotsis, Dimitrios +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
- Longitudinal assessment of demographic representativeness in the Medical Imaging and Data Resource Center Open Data Commons
2023/03/18 by Whitney, Heather M., Baughan, Natalie, Myers, Kyle J. +11 · 1 citation
#FOS: Physical sciences #Medical Physics (physics.med-ph)
- Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
2025/01/16 by Li, Kaiyan, Kc, Prabhat, Li, Hua +3 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Machine Learning (stat.ML) #Medical Physics (physics.med-ph) #electronic engineering #information engineering