Siegel, Barry A.

1. Objective task-based evaluation of artificial intelligence-based medical imaging methods: Framework, strategies and role of the physician
   2021/07/09 by Abhinav K. Jha, Jha, Abhinav K., Kyle J. Myers +13 · 6 citations
   Engineering · Medicine · #Advanced X-ray and CT Imaging #FOS: Electrical engineering #FOS: Physical sciences #Image and Video Processing (eess.IV) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Need for Objective Task-based Evaluation of Deep Learning-Based Denoising Methods: A Study in the Context of Myocardial Perfusion SPECT
   2023/03/03 by Yu, Zitong, Rahman, Md Ashequr, Laforest, Richard +5 · 4 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) #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #electronic engineering #information engineering
3. No-gold-standard evaluation of quantitative imaging methods in the presence of correlated noise
   2022/03/03 by Ziping Liu, Liu, Ziping, Zekun Li +7 · 3 citations
   Medicine · Mathematics · #Hemodynamic Monitoring and Therapy #Radiomics and Machine Learning in Medical Imaging #Statistical Methods and Inference
4. A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT
   2023/03/01 by Rahman, Md Ashequr, Yu, Zitong, Siegel, Barry A. +1 · 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
5. CTLESS: A scatter-window projection and deep learning-based transmission-less attenuation compensation method for myocardial perfusion SPECT
   2024/09/12 by Yu, Zitong, Rahman, Md Ashequr, Abbey, Craig K. +4 · 3 citations
   #FOS: Physical sciences #Medical Physics (physics.med-ph)