Cover Image

Objective Task-based Evaluation of Quantitative Medical Imaging Methods: Emerging Frameworks and Future Directions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Yan, Xia, Huitian, Obuchowski, Nancy A., Laforest, Richard, Rahmim, Arman, Siegel, Barry A., Jha, Abhinav K.
Format:	Preprint
Published:	2025
Subjects:	Medical Physics Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Progress in SPECT and PET Reconstruction for Theranostics: From Diagnosis to Therapy
by: Enninful, Kweku, et al.
Published: (2025)

Application of Spherical Convolutional Neural Networks to Image Reconstruction and Denoising in Nuclear Medicine
by: Hashemi, Amirreza, et al.
Published: (2023)

CTLESS: A scatter-window projection and deep learning-based transmission-less attenuation compensation method for myocardial perfusion SPECT
by: Yu, Zitong, et al.
Published: (2024)

Optimization of MR Fingerprinting for Free-Breathing Quantitative Abdominal Imaging
by: van Riel, Max H. C., et al.
Published: (2020)

Semi-supervised learning towards automated segmentation of PET images with limited annotations: Application to lymphoma patients
by: Yousefirizi, Fereshteh, et al.
Published: (2022)

Introduction of Medical Imaging Modalities
by: Islam, S. K. M Shadekul, et al.
Published: (2023)

Contrast-Optimized Basis Functions for Self-Navigated Motion Correction in Quantitative MRI
by: Marchetto, Elisa, et al.
Published: (2024)

Medical AI Consensus: A Multi-Agent Framework for Radiology Report Generation and Evaluation
by: Elboardy, Ahmed T., et al.
Published: (2025)

Accelerating Quantitative MRI using Subspace Multiscale Energy Model (SS-MuSE)
by: Chen, Yan, et al.
Published: (2025)

PyPeT: A Python Perfusion Tool for Automated Quantitative Brain CT and MR Perfusion Analysis
by: Borghouts, Marijn, et al.
Published: (2025)

Automated Registration of 3D Neurovascular Territory Atlas to 2D DSA for Targeted Quantitative Angiography Analysis
by: Dimopoulos, George, et al.
Published: (2024)

Image-Guided Surgery: Technology, Quality, Innovation, and Opportunities for Medical Physics
by: Siewerdsen, Jeffrey H.
Published: (2025)

Estimating Task-based Performance Bounds for Accelerated MRI Image Reconstruction Methods by Use of Learned-Ideal Observers
by: Li, Kaiyan, et al.
Published: (2025)

Validation of Fully-Automated Deep Learning-Based Fibroglandular Tissue Segmentation for Efficient and Reliable Quantitation of Background Parenchymal Enhancement in Breast MRI
by: Kuo, Yu-Tzu, et al.
Published: (2025)

Influence of Medical Foreign Bodies on Dark-Field Chest Radiographs: First experiences
by: Kaster, Lennard, et al.
Published: (2024)

Quantitative perfusion and water transport time model from multi b-value diffusion magnetic resonance imaging validated against neutron capture microspheres
by: Liu, M., et al.
Published: (2023)

A Generalizable 3D Diffusion Framework for Low-Dose and Few-View Cardiac SPECT
by: Xie, Huidong, et al.
Published: (2024)

Sparse Measurement Medical CT Reconstruction using Multi-Fused Block Matching Denoising Priors
by: Hossain, Maliha, et al.
Published: (2025)

ISIT-GEN: An in silico imaging trial to assess the inter-scanner generalizability of CTLESS for myocardial perfusion SPECT on defect-detection task
by: Yu, Zitong, et al.
Published: (2025)

Algebraic Methods and Computational Strategies for Pseudoinverse-Based MR Image Reconstruction (Pinv-Recon)
by: Yeung, Kylie, et al.
Published: (2024)

SPASHT: An image-enhancement method for sparse-view MPI SPECT
by: Yang, Zezhang, et al.
Published: (2025)

A Deep Learning-Based Method for Metal Artifact-Resistant Syn-MP-RAGE Contrast Synthesis
by: Zeng, Ziyi, et al.
Published: (2024)

A Method for Accurate Spatial Focusing Simulation via Numerical Integration and its Application in Optoacoustic Tomography
by: Bader, Maximilian, et al.
Published: (2024)

Revisiting the joint estimation of initial pressure and speed-of-sound distributions in photoacoustic computed tomography with consideration of canonical object constraints
by: Jeong, Gangwon, et al.
Published: (2024)

A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphoma
by: Ahamed, Shadab, et al.
Published: (2024)

A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset
by: Ahamed, Shadab, et al.
Published: (2024)

A Comparative Analysis of CT Degradation for LDCT Nodule Classification using Radiomics
by: Liu, Jiaying, et al.
Published: (2026)

Towards Seamless Integration of Magnetic Tracking into Fluoroscopy-guided Interventions
by: Xing, Shuwei, et al.
Published: (2024)

Functional Assessment of Cerebral Capillaries using Single Capillary Reporters in Ultrasound Localization Microscopy
by: Lee, Stephen A, et al.
Published: (2024)

Time-Resolved Reconstruction of Motion, Force, and Stiffness using Spectro-Dynamic MRI
by: van Riel, Max H. C., et al.
Published: (2023)

Low-Cost and Detunable Wireless Resonator Glasses for Enhanced Eye MRI with Concurrent High-Quality Whole Brain MRI
by: Lu, Ming, et al.
Published: (2025)

Beyond Conventional Parametric Modeling: Data-Driven Framework for Estimation and Prediction of Time Activity Curves in Dynamic PET Imaging
by: Zakariaei, Niloufar, et al.
Published: (2024)

Time-efficient, high-resolution 3T whole-brain relaxometry using Cartesian 3D MR-STAT with CSF suppression
by: Liu, Hongyan, et al.
Published: (2024)

Tumor monitoring and detection of lymph node metastasis using quantitative ultrasound and immune cytokine profiling in dogs undergoing radiation therapy: a pilot study
by: Gardner, Mick, et al.
Published: (2025)

Reconstructing Quantitative Cerebral Perfusion Images Directly From Measured Sinogram Data Acquired Using C-arm Cone-Beam CT
by: Zhao, Haotian, et al.
Published: (2024)

A Generalized Framework for Analytic Regularization of Uniform Cubic B-spline Displacement Fields
by: Shah, Keyur D., et al.
Published: (2020)

Optimizing In Vivo Data Acquisition for Robust Clinical Microvascular Imaging Using Ultrasound Localization Microscopy
by: Huang, Chengwu, et al.
Published: (2024)

HDN: Hybrid Deep-Learning and Non-Line-of-Sight Reconstruction Framework for Transcranial Photoacoustic Imaging of Human Brain
by: Wan, Pengcheng, et al.
Published: (2024)

Sensitivity of Quantitative Susceptibility Mapping in Clinical Brain Research
by: Salman, Fahad, et al.
Published: (2025)

Design of 3D Non-Cartesian Trajectories for Fast Volumetric MRI via Analytic Coordinate Discretization
by: Jang, Kwang Eun, et al.
Published: (2025)