Evidence map›Paper›PMID 40935609›Full record

ArticleJournal of nuclear medicine : official publication, Society of Nuclear Medicine2025

MIRD Pamphlet No. 33: MIRDpvc-A Software Tool for Recovery Coefficient-Based Partial-Volume Correction.

Harry Marquis, Johan Gustafsson, C Ross Schmidtlein, Robin de Nijs, Pablo Mínguez Gabiña, Gunjan Kayal, Juan C Ocampo Ramos, Lukas M Carter, Dale L Bailey, Adam L Kesner

Abstract read
In one paragraph

Article in Journal of nuclear medicine : official publication, Society of Nuclear Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Harry MarquisDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York; marquish@mskcc.org.
Johan GustafssonMedical Radiation Physics, Lund, Lund University, Lund, Sweden.
C Ross SchmidtleinDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York.
Robin de NijsDepartment of Clinical Physiology and Nuclear Medicine, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark.
Pablo Mínguez GabiñaDepartment of Medical Physics and Radiation Protection, Gurutzeta-Cruces University Hospital/BioBizkaia Health Research Institute, Barakaldo, Spain; and.
Gunjan KayalDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York.
Juan C Ocampo RamosDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York.
Lukas M CarterDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York.
Dale L BaileyDepartment of Nuclear Medicine, Royal North Shore Hospital, Sydney, New South Wales, Australia.
Adam L KesnerDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Visual-search ideal observers for modeling reader variabilityR01EB032416 · NIBIB · UNIVERSITY OF HOUSTON · PI Mini Das · 2022 to 2026
$1.5M
Advanced planar image reconstruction for targeted alpha therapyR21CA263876 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI SCHMIDTLEIN, CHARLES ROSS · 2022 to 2023
$474k
NCI NIH HHS P30 CA008748NCI NIH HHS R21 CA263876NIBIB NIH HHS R01 EB032416
6 · The paper itself

Abstract

Partial-volume effects (PVEs) arise from the limited spatial resolution of PET and SPECT imaging systems, causing the systematic underestimation of activity concentration in structures that may hold critical diagnostic, treatment, or dosimetric information that impacts patient management. Recovery coefficient (RC)-based partial-volume correction (PVC) is one of the simpler approaches used to correct for partial-volume losses impacting image-based activity estimates in quantitative nuclear medicine. Despite its routine application, RC PVC lacks standardization, underscoring the need for a validated and vetted tool to facilitate consistent use across the community. As part of the MIRDsoft community dosimetry tools project, we have developed MIRDpvc-a worksheet that facilitates a resolution-based RC PVC approach that enables shape-specific corrections, alongside conventional RC curve corrections. In this work, we describe the MIRDpvc software and validate the new PVC methodology using various simulated studies. The recovery coefficient equivalent resolution-geometric mean (RECOVER-GM) model implemented in MIRDpvc represents a straightforward and effective improvement in the quantitative accuracy of mean activity concentrations within volumes of interest in PET and SPECT images, accounting for both spill-out and spill-in PVEs and incorporating shape-specific corrections. The simplicity and accessibility of the software make it practical for clinical implementation, providing a significant improvement over methods that rely on spherical assumptions. The RECOVER-GM method incorporates lesion geometry while maintaining computational efficiency, highlighting its practical advantages for PVC in PET and SPECT imaging.

Indexed as

Image Processing, Computer-AssistedSoftwareHumansPhantoms, ImagingPositron-Emission TomographyTomography, Emission-Computed, Single-PhotondosimetryMIRDMIRDsoftpartial-volume correctionpartial-volume effectPETrecovery coefficientresolution characterizationSPECT

Identifiers

PMID40935609
PMCPMC12582188

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.