most citedNeed for objective task-based evaluation of AI-based segmentation methods for quantitative PET

7 citations · 8 across the 8 of their papers we have counts for

collaborators

8 papers

physics.med-ph2024

Can patient-specific acquisition protocol improve performance on defect detection task in myocardial perfusion SPECT?

Nu Ri Choi, Md Ashequr Rahman, Zitong Yu +2

Myocardial perfusion imaging using single-photon emission computed tomography (SPECT), or myocardial perfusion SPECT (MPS) is a widely used clinical imaging modality for the diagno…

physics.med-ph2024

WIN-PDQ: A Wiener-estimator-based projection-domain quantitative SPECT method that accounts for intra-regional uptake heterogeneity

Zekun Li, Nadia Benabdallah, Daniel L. J. Thorek +1

SPECT can enable the quantification of activity uptake in lesions and at-risk organs in α-particle-emitting radiopharmaceutical therapies (α-RPTs). But this quantification is chall…

physics.med-ph2024

How accurately can quantitative imaging methods be ranked without ground truth: An upper bound on no-gold-standard evaluation

Yan Liu, Abhinav K. Jha

Objective evaluation of quantitative imaging (QI) methods with patient data, while important, is typically hindered by the lack of gold standards. To address this challenge, no-gol…

physics.med-ph2023

A list-mode multi-energy window low-count SPECT reconstruction method for isotopes with multiple emission peaks

Md Ashequr Rahman, Zekun Li, Zitong Yu +3

SPECT provides a mechanism to perform absorbed-dose quantification tasks for -particle radiopharmaceutical therapies (-RPTs). However, quantitative SPECT for -RPT is chall…

eess.IV2023

A quality assurance framework for real-time monitoring of deep learning segmentation models in radiotherapy

Xiyao Jin, Yao Hao, Jessica Hilliard +5

To safely deploy deep learning models in the clinic, a quality assurance framework is needed for routine or continuous monitoring of input-domain shift and the models' performance…

physics.med-ph2023

Development and task-based evaluation of a scatter-window projection and deep learning-based transmission-less attenuation compensation method for myocardial perfusion SPECT

Zitong Yu, Md Ashequr Rahman, Craig K. Abbey +2

Attenuation compensation (AC) is beneficial for visual interpretation tasks in single-photon emission computed tomography (SPECT) myocardial perfusion imaging (MPI). However, tradi…