A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods.

Authors:
Li K; Zhou W; Li H; Anastasio MA.

Journal:
IEEE Trans Med Imaging

Publication Year: 2022

DOI:
10.1109/TMI.2021.3135147

PMCID:
PMC9128572

PMID:
34898433

View on PubMed View on PMC View Publisher
Journal Information

Full Title: IEEE Trans Med Imaging

Abbreviation: IEEE Trans Med Imaging

Country: Unknown

Publisher: Unknown

Language: N/A

Publication Details

Subject Category: Diagnostic Imaging

Available in Europe PMC: Yes

Available in PMC: Yes

PDF Available: No

Related Papers from Same Journal
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Dat…
Nguyen HH; Blaschko MB; Saarakkala S and 1 more (2024) - Transparency Score: 3/6
Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistic…
Kelkar VA; Gotsis DS; Brooks FJ and 4 more (2023) - Transparency Score: 2/6
Characterization and Assessment of Projection Probability Density Function and Enhanced Sampling in…
Zhang D; Lyu Z; Liu Y and 3 more (2023) - Transparency Score: 2/6
High-Resolution 3D Magnetic Resonance Fingerprinting With a Graph Convolutional Network.
Cheng F; Liu Y; Chen Y and 1 more (2023) - Transparency Score: 2/6
ICAM-Reg: Interpretable Classification and Regression With Feature Attribution for Mapping Neurolog…
Bass C; Silva MD; Sudre C and 8 more (2023) - Transparency Score: 3/6
View All Papers from This Journal
Transparency Score
2/6
33.3% Transparent
Transparency Indicators
Click on green indicators to view evidence text
Core Indicators
Data Sharing
Code Sharing
COI Disclosure
Evidence found in paper:

"This work was supported in part by the NIH under Award R01EB020604, Award R01EB023045, Award R01NS102213, Award R01CA233873, and Award R21CA223799, and in part by the Cancer Center at Illinois Seed Grant."

Protocol Registration
Open Access
Paper is freely available to read
Additional Indicators
Replication
Novelty Statement
Assessment Info

Tool: rtransparent

OST Version: N/A

Last Updated: Aug 05, 2025