Evidence map›Paper›PMID 40066090›Full record

ArticleFrontiers in oncology2025

Retrospective BReast Intravoxel Incoherent Motion Multisite (BRIMM) multisoftware study.

Dibash Basukala, Artem Mikheev, Xiaochun Li, Judith D Goldberg, Nima Gilani, Linda Moy, Katja Pinker, Savannah C Partridge, Debosmita Biswas, Masako Kataoka and 4 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Frontiers in oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

14 authors.

Dibash BasukalaDepartment of Radiology, Grossman School of Medicine, New York University, New York, NY, United States.
Artem MikheevDepartment of Radiology, Grossman School of Medicine, New York University, New York, NY, United States.
Xiaochun LiDepartment of Population Health, Grossman School of Medicine, New York University, New York, NY, United States.
Judith D GoldbergDepartment of Population Health, Grossman School of Medicine, New York University, New York, NY, United States.
Nima GilaniDepartment of Radiology, Grossman School of Medicine, New York University, New York, NY, United States.
Linda MoyDepartment of Radiology, Grossman School of Medicine, New York University, New York, NY, United States.
Katja PinkerDepartment of Radiology, Vagelos College of Physicians and Surgeons, Columbia University Irving Medical Center, New York, NY, United States.
Savannah C PartridgeDepartment of Bioengineering, University of Washington, Seattle, CA, United States.
Debosmita BiswasDepartment of Bioengineering, University of Washington, Seattle, CA, United States.
Masako KataokaDepartment of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Maya HondaDepartment of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Mami IimaDepartment of Diagnostic Imaging and Nuclear Medicine, Kyoto University Graduate School of Medicine, Kyoto, Japan.
Sunitha B ThakurDepartment of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, United States.
Eric E SigmundDepartment of Radiology, Grossman School of Medicine, New York University, New York, NY, United States.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Vaccine FacilityP30CA016087 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI MARK Reid PHILIPS · 1985 to 2026
$83.1M
TR&D 4: Revealing Microstructure: Biophysical modeling and validation for discovery and clinical careP41EB017183 · NIBIB · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Daniel K Sodickson · 2014 to 2026
$19.3M
Elimination of Instrumental Bias for Quantitative Diffusion Imaging in Clinical Oncology TrialsR01CA190299 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI MALYARENKO, DARIYA I. · 2015 to 2025
$6.4M
Multicenter Quantitative MRI Assessment of Breast Cancer Therapy ResponseR01CA248192 · NCI · WILLIAM BEAUMONT HOSPITAL RESEARCH INST · PI WEI HUANG, James H Holmes · 2021 to 2026
$2.8M
Validation and Standardization of the Apparent Diffusion Coefficient as a Quantitative Imaging Biomarker in Breast CancerR01CA207290 · NCI · UNIVERSITY OF WASHINGTON · PI PARTRIDGE, SAVANNAH CORRINA · 2017 to 2022
$2.2M
Breast Cancer Intravoxel-incoherent-motion MRI Multisite (BRIMM) Study - Resubmission - 1UH3CA239861 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI SIGMUND, ERIC EDWARD, THAKUR, SUNITHA BAI · 2023 to 2025
$1.6M
Breast Cancer Intravoxel-incoherent-motion MRI Multisite (BRIMM) Study - Resubmission - 1UG3CA239861 · NCI · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI SIGMUND, ERIC EDWARD, THAKUR, SUNITHA BAI · 2021 to 2022
$771k
NCI NIH HHS P30 CA008748NCI NIH HHS P30 CA016087NCI NIH HHS R01 CA190299NCI NIH HHS R01 CA207290NCI NIH HHS R01 CA248192NCI NIH HHS UG3 CA239861NCI NIH HHS UH3 CA239861NIBIB NIH HHS P41 EB017183
6 · The paper itself

Abstract

Introduction: The intravoxel incoherent motion (IVIM) model of diffusion weighted imaging (DWI) provides imaging biomarkers for breast tumor characterization. It has been extensively applied for both diagnostic and prognostic goals in breast cancer, with increasing evidence supporting its clinical relevance. However, variable performance exists in literature owing to the heterogeneity in datasets and quantification methods. Methods: This work used retrospective anonymized breast MRI data (302 patients) from three sites employing three different software utilizing least-squares segmented algorithms and Bayesian fit to estimate 1 Results: Discussion: Multiple 1

Indexed as

breast cancerdiagnosisDWIIVIMmultisitemultisoftwareradiomicsrobust

Identifiers

PMID40066090
PMCPMC11891049

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

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.