Impact of socioeconomic status on acuity of brain MRI findings

Motivation: Understanding effects of sociodemographic factors on acuity of MRI findings is critical to health equity. Goal(s): To determine effects of neighborhood socioeconomic status (nSES) and distance between home address and imaging center on acuity of brain MRI findings, controlling for demographics and insurance coverage. Approach: Retrospective brain MRI data from 4825 patients acquired at our tertiary care hospital were utilized in analysis. Regression analysis was used to determine relationships between acuity, nSES, and distance. Results: Lower nSES was correlated with higher acuity of brain MRI findings; distance between home address and MR imaging location did not affect acuity. Impact: We observed neighborhood socioeconomic status significantly correlates with acuity of brain MRI findings when adjusting for race, insurance coverage, encounter type, sex, age, and marital status, emphasizing the need for solutions to reduce socioeconomic barriers to receiving MRI scans.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/1510
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
0.00
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article

Impact of socioeconomic status on acuity of brain MRI findings

Gelareh Sadigh, Jason W. Allen, Benjamin B. Risk, Candace C. Fleischer et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Radiomics and Machine Learning in Medical Imaging
article

Impact of socioeconomic status on acuity of brain MRI findings

Gelareh Sadigh, Jason W. Allen, Benjamin B. Risk, Candace C. Fleischer, Ishita Raghuvanshi
article en

Abstract

Motivation: Understanding effects of sociodemographic factors on acuity of MRI findings is critical to health equity. Goal(s): To determine effects of neighborhood socioeconomic status (nSES) and distance between home address and imaging center on acuity of brain MRI findings, controlling for demographics and insurance coverage. Approach: Retrospective brain MRI data from 4825 patients acquired at our tertiary care hospital were utilized in analysis. Regression analysis was used to determine relationships between acuity, nSES, and distance. Results: Lower nSES was correlated with higher acuity of brain MRI findings; distance between home address and MR imaging location did not affect acuity. Impact: We observed neighborhood socioeconomic status significantly correlates with acuity of brain MRI findings when adjusting for race, insurance coverage, encounter type, sex, age, and marital status, emphasizing the need for solutions to reduce socioeconomic barriers to receiving MRI scans.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 65%
Radiomics and Machine Learning in Medical Imaging
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