| 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 | 39 | 2021 |
| A Bayesian approach to tissue-fraction estimation for oncological PET segmentation Z Liu, JC Mhlanga, R Laforest, PR Derenoncourt, BA Siegel, AK Jha Physics in Medicine & Biology 66 (12), 124002, 2021 | 21* | 2021 |
| Observer study-based evaluation of a stochastic and physics-based method to generate oncological PET images Z Liu, R Laforest, J Mhlanga, TJ Fraum, M Itani, F Dehdashti, BA Siegel, ... Medical imaging 2021: image Perception, observer Performance, and Technology …, 2021 | 15 | 2021 |
| A tissue‐fraction estimation‐based segmentation method for quantitative dopamine transporter SPECT Z Liu, HS Moon, Z Li, R Laforest, JS Perlmutter, SA Norris, AK Jha Medical physics 49 (8), 5121-5137, 2022 | 12* | 2022 |
| Validation of diffuse correlation spectroscopy sensitivity to nicotinamide-induced blood flow elevation in the murine hindlimb using the fluorescent microsphere technique AR Proctor, GA Ramirez, S Han, Z Liu, TM Bubel, R Choe Journal of Biomedical Optics 23 (3), 035006-035006, 2018 | 11 | 2018 |
| Comparing clinical evaluation of PET segmentation methods with reference-based metrics and no-gold-standard evaluation technique Y Zhu, F Yousefirizi, Z Liu, I Klyuzhin, A Rahmim, A Jha Journal of Nuclear Medicine 62 (supplement 1), 1430-1430, 2021 | 10 | 2021 |
| Deep learning framework to synthesize high-count preclinical PET images from low-count preclinical PET images K Dutta, Z Liu, R Laforest, A Jha, KI Shoghi Medical Imaging 2022: Physics of Medical Imaging 12031, 351-360, 2022 | 8 | 2022 |
| A no-gold-standard technique for objective evaluation of quantitative nuclear-medicine imaging methods in the presence of correlated noise J Liu, Z Liu, HS Moon, J Mhlanga, A Jha Journal of Nuclear Medicine 61 (supplement 1), 523-523, 2020 | 8 | 2020 |
| No-gold-standard evaluation of quantitative imaging methods in the presence of correlated noise Z Liu, Z Li, JC Mhlanga, BA Siegel, AK Jha Medical Imaging 2022: Image Perception, Observer Performance, and Technology …, 2022 | 6 | 2022 |
| Need for objective task-based evaluation of AI-based segmentation methods for quantitative PET Z Liu, JC Mhlanga, BA Siegel, AK Jha Medical Imaging 2023: Image Perception, Observer Performance, and Technology …, 2023 | 4 | 2023 |
| A physics-guided and learning-based estimation method for segmenting 3D DaT-Scan SPECT images HS Moon, Z Liu, M Ponisio, R Laforest, A Jha Journal of Nuclear Medicine 61 (supplement 1), 10-10, 2020 | 4 | 2020 |
| Need for objective task-based evaluation of segmentation methods in oncological PET: a study with ACRIN 6668/RTOG 0235 multi-center clinical trial data Z Liu, J Mhlanga, B Siegel, A Jha Journal of Nuclear Medicine 63 (supplement 2), 2413-2413, 2022 | 3 | 2022 |
| An estimation-based segmentation method to delineate tumors in PET images. Z Liu, R Laforest, HS Moon, J Mhlanga, T Fraum, M Itani, A Mintz, ... Journal of Nuclear Medicine 61 (supplement 1), 447-447, 2020 | 3 | 2020 |
| Observer-study-based approaches to quantitatively evaluate the realism of synthetic medical images Z Liu, S Wolfe, Z Yu, R Laforest, JC Mhlanga, TJ Fraum, M Itani, ... Physics in Medicine & Biology 68 (7), 074001, 2023 | 2 | 2023 |
| No-gold-standard evaluation of partial volume compensation methods for brain PET Y Zhu, Z Liu, M Bilgel, A Rahmim, A Jha Journal of Nuclear Medicine 62 (supplement 1), 1409-1409, 2021 | 2 | 2021 |
| No-gold-standard Evaluation of Quantitative Imaging Methods: Studying the Impact of Model Mismatch Y Liu, Z Liu, AK Jha 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023 | 1 | 2023 |
| No-gold-standard evaluation of quantitative SPECT methods for alpha-particle radiopharmaceutical therapy Y Liu, Z Liu, Z Li, D Thorek, B Siegel, A Jha Journal of Nuclear Medicine 64 (supplement 1), P1331-P1331, 2023 | 1 | 2023 |
| Observer study-based evaluation of TGAN architecture used to generate oncological PET images R Fedrigo, F Yousefirizi, Z Liu, AK Jha, RV Bergen, JF Rajotte, RT Ng, ... Medical Imaging 2023: Image Perception, Observer Performance, and Technology …, 2023 | 1 | 2023 |
| Need for Objective Task-Based Evaluation of Image Segmentation Algorithms for Quantitative PET: A Study with ACRIN 6668/RTOG 0235 Multicenter Clinical Trial Data Z Liu, JC Mhlanga, H Xia, BA Siegel, AK Jha Journal of Nuclear Medicine 65 (3), 485-492, 2024 | | 2024 |
| Development of Image-Segmentation and Objective Evaluation Methods for Quantitative Nuclear-Medicine Imaging Z Liu Washington University in St. Louis, 2023 | | 2023 |
