Need for Objective Task-based Evaluation of Deep Learning-Based
Denoising Methods: A Study in the Context of Myocardial Perfusion SPECT

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Need for Objective Task-based Evaluation of Deep Learning-Based Denoising Methods: A Study in the Context of Myocardial Perfusion SPECT

3 March 2023

Md Ashequr Rahman

Richard Laforest

Barry A. Siegel

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Papers citing "Need for Objective Task-based Evaluation of Deep Learning-Based Denoising Methods: A Study in the Context of Myocardial Perfusion SPECT"

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Title
Seeing through Uncertainty: Robust Task-Oriented Optimization in Visual Navigation Yiyuan Pan Yunzhe Xu Zhe Liu Hesheng Wang 177 0 0 01 Oct 2025
A detection-task-specific deep-learning method to improve the quality of sparse-view myocardial perfusion SPECT images Zezhang Yang Zitong Yu Nuri Choi Abhinav K. Jha 162 0 0 22 Apr 2025
Nuclear Medicine AI in Action: The Bethesda Report (AI Summit 2024)Frontiers in Artificial Intelligence (Front. Artif. Intell.), 2025 Arman Rahmim Tyler Bradshaw Guido Davidzon J. Dutta Xiaofeng Liu ... Chi Liu Emilie Roncali Babak Saboury Tahir Yusufaly Abhinav K. Jha AI4CE 171 0 0 03 Jun 2024
Dual-Domain Coarse-to-Fine Progressive Estimation Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT Xiongchao Chen Bo Zhou Xueqi Guo Huidong Xie Qiong Liu James S. Duncan Albert J.Sinusas Chi Liu 181 0 0 23 Jan 2024
DEMIST: A deep-learning-based task-specific denoising approach for myocardial perfusion SPECT Md Ashequr Rahman Zitong Yu Richard Laforest C. Abbey Barry A. Siegel Abhinav K. Jha 235 3 0 07 Jun 2023
A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT Md Ashequr Rahman Zitong Yu Barry A. Siegel Abhinav K. Jha 115 9 0 01 Mar 2023