Objective task-based evaluation of artificial intelligence-based medical imaging methods: framework, strategies, and role of the physician AK Jha, KJ Myers, NA Obuchowski, Z Liu, MA Rahman, B Saboury, ... PET clinics 16 (4), 493-511, 2021 | 45 | 2021 |
AI-based methods for nuclear-medicine imaging: Need for objective task-specific evaluation Z Yu, MA Rahman, T Schindler, R Gropler, R Laforest, R Wahl, A Jha Journal of Nuclear Medicine 61 (supplement 1), 575-575, 2020 | 32 | 2020 |
Need for objective task‐based evaluation of deep learning‐based denoising methods: a study in the context of myocardial perfusion SPECT Z Yu, MA Rahman, R Laforest, TH Schindler, RJ Gropler, RL Wahl, ... Medical physics 50 (7), 4122-4137, 2023 | 25 | 2023 |
Fisher information analysis of list-mode SPECT emission data for joint estimation of activity and attenuation distribution MA Rahman, Y Zhu, E Clarkson, MA Kupinski, EC Frey, AK Jha Inverse problems 36 (8), 084002, 2020 | 22 | 2020 |
A physics and learning-based transmission-less attenuation compensation method for SPECT Z Yu, MA Rahman, T Schindler, R Laforest, AK Jha Medical Imaging 2021: Physics of Medical Imaging 11595, 276-284, 2021 | 19 | 2021 |
Deep-SMOLM: deep learning resolves the 3D orientations and 2D positions of overlapping single molecules with optimal nanoscale resolution T Wu, P Lu, MA Rahman, X Li, MD Lew Optics Express 30 (20), 36761-36773, 2022 | 13 | 2022 |
Investigating the limited performance of a deep-learning-based SPECT denoising approach: an observer-study-based characterization Z Yu, MA Rahman, AK Jha Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 12 | 2022 |
A list-mode OSEM-based attenuation and scatter compensation method for SPECT MA Rahman, R Laforest, AK Jha 2020 IEEE 17th international symposium on biomedical imaging (ISBI), 646-650, 2020 | 10 | 2020 |
A task-specific deep-learning-based denoising approach for myocardial perfusion SPECT MA Rahman, Z Yu, BA Siegel, AK Jha Proceedings of SPIE--the International Society for Optical Engineering 12467 …, 2023 | 9 | 2023 |
Non-intrusive objective evaluation of speech quality in noisy condition MR Islam, MA Rahman, MN Hasan, ANMS Hossain, AN Uddin, ... 2016 9th International Conference on Electrical and Computer Engineering …, 2016 | 8 | 2016 |
A list-mode multi-energy window low-count SPECT reconstruction method for isotopes with multiple emission peaks MA Rahman, Z Li, Z Yu, R Laforest, DLJ Thorek, AK Jha EJNMMI physics 10 (1), 40, 2023 | 5 | 2023 |
Development and task-based evaluation of a scatter-window projection and deep learning-based transmission-less attenuation compensation method for myocardial perfusion SPECT Z Yu, MA Rahman, CK Abbey, BA Siegel, AK Jha Proceedings of SPIE--the International Society for Optical Engineering 12463, 2023 | 5 | 2023 |
Task-based assessment of binned and list-mode SPECT systems MA Rahman, AK Jha Medical Imaging 2021: Image Perception, Observer Performance, and Technology …, 2021 | 5 | 2021 |
Native language identification using i-vector AN Uddin, MA Rahman, MR Islam, MA Haque arXiv preprint arXiv:1811.05540, 2018 | 4 | 2018 |
DEMIST: A deep-learning-based task-specific denoising approach for myocardial perfusion SPECT MA Rahman, Z Yu, R Laforest, CK Abbey, BA Siegel, AK Jha arXiv preprint arXiv:2306.04249, 2023 | 2 | 2023 |
Evaluation of a Deep Learning-Based Transmission-Less Attenuation Correction Method for Myocardial Perfusion SPECT Z Yu, MA Rahman, FM Katchi, BA Siegel, AK Jha Journal of Nuclear Cardiology 38, 2024 | 1 | 2024 |
DEMIST: A Deep-Learning-Based Detection-Task-Specific Denoising Approach for Myocardial Perfusion SPECT MA Rahman, Z Yu, R Laforest, CK Abbey, BA Siegel, AK Jha IEEE transactions on radiation and plasma medical sciences, 2024 | 1 | 2024 |
CTLESS: A scatter-window projection and deep learning-based transmission-less attenuation compensation method for myocardial perfusion SPECT Z Yu, MA Rahman, CK Abbey, R Laforest, NA Obuchowski, BA Siegel, ... IEEE Transactions on Medical Imaging, 2024 | | 2024 |
A multi-reader multi-case human observer study to evaluate CTLESS for cardiac SPECT Z Yu, NR Choi, Z Yang, MA Rahman, BA Siegel, AK Jha 2024 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC …, 2024 | | 2024 |
Systems and methods for low-count quantitative projection domain spect imaging AK Jha, LI Zekun, D Thorek, MA Rahman US Patent App. 18/578,227, 2024 | | 2024 |