A Practical Framework for Promoting Justice-Oriented Innovation in Radiology DOI

Jacob A. Blythe,

Vrushab Gowda, Efrén J. Flores

et al.

Journal of the American College of Radiology, Journal Year: 2024, Volume and Issue: 21(10), P. 1557 - 1563

Published: Oct. 1, 2024

Language: Английский

Seeing the random forest through the decision trees. Supporting learning health systems from histopathology with machine learning models: Challenges and opportunities DOI Creative Commons
Ricardo González, Ashirbani Saha, Clinton J.V. Campbell

et al.

Journal of Pathology Informatics, Journal Year: 2023, Volume and Issue: 15, P. 100347 - 100347

Published: Nov. 4, 2023

This paper discusses some overlooked challenges faced when working with machine learning models for histopathology and presents a novel opportunity to support "Learning Health Systems" them. Initially, the authors elaborate on these after separating them according their mitigation strategies: those that need innovative approaches, time, or future technological capabilities require conceptual reappraisal from critical perspective. Then, by integrating hidden information extracted ML digitalized slides other healthcare big data is presented.

Language: Английский

Citations

10
A qualitative, community-based needs assessment to inform the development of a radiology health equity curriculum DOI

Esteban A. Barreto,

Alexander Burns,

Jerome Watts

et al.

Clinical Imaging, Journal Year: 2025, Volume and Issue: 120, P. 110431 - 110431

Published: Feb. 8, 2025

Language: Английский

Citations

0
Change Management Strategies Toward Dismantling Race-Based Structural Barriers in Radiology DOI
Peter Abraham, Lee J. Hsieh,

Erin Buckner

et al.

Academic Radiology, Journal Year: 2023, Volume and Issue: 30(4), P. 658 - 665

Published: Feb. 20, 2023

Language: Английский

Citations

6
“Diversity, Equity, Inclusion (DEI)” in U.S. Radiology: Current Status and Legislative Trends DOI
Florence X. Doo, Jordan D. Perchik, Nicole Hindman

et al.

Journal of the American College of Radiology, Journal Year: 2024, Volume and Issue: unknown

Published: Aug. 1, 2024

Language: Английский

Citations

2
Social Determinants of Health Framework to Identify and Reduce Barriers to Imaging in Marginalized Communities DOI
Mohab M. Elmohr, Zulqarnain Javed, Prachi Dubey

et al.

Radiology, Journal Year: 2024, Volume and Issue: 310(2)

Published: Feb. 1, 2024

Social determinants of health (SDOH) are conditions influencing individuals' based on their environment birth, living, working, and aging. Addressing SDOH is crucial for promoting equity reducing outcome disparities. For such as stroke cancer screening where imaging central to diagnosis management, access high-quality medical necessary. This article applies a previously described structural framework characterizing the impact patients who require clinical indications. factors can be broadly categorized into five sectors: economic stability, education quality, neighborhood built environment, social community context, care quality. As navigate system, they experience barriers at each step, which significantly influenced by factors. Marginalized communities prone disparities due inability complete required diagnostic or work-up. highlights that disproportionately affect marginalized communities, using examples disease processes needed care. Potential strategies mitigate these include dedicating resources coordinators, transportation, language assistance, financial hardship subsidies. Last, various national international initiatives tackling fostering equity. © RSNA, 2024

Language: Английский

Citations

1
Patient Utilization of Weekend and Evening Appointments for Screening Mammography: An 8-Year Observational Cohort Study DOI
Joanna Rossi, Lisa A. Mullen, Eniola Oluyemi

et al.

Journal of the American College of Radiology, Journal Year: 2024, Volume and Issue: 21(10), P. 1657 - 1667

Published: May 24, 2024

Language: Английский

Citations

1
Addressing Gender Disparities for Equitable Practice in Radiology DOI

Laura Manuela Olarte Bermúdez,

Laura Andrea Campaña Perilla, Juan Martín Leguízamo-Isaza

et al.

Canadian Association of Radiologists Journal, Journal Year: 2024, Volume and Issue: 75(4), P. 946 - 946

Published: March 20, 2024

Language: Английский

Citations

0
Humanising Marketing: Diversity, Equity and Inclusion in Marketing Scholarship DOI
Gavin Northey, Eugene Y. Chan, Jonathan A.J. Wilson

et al.

Australasian Marketing Journal (AMJ), Journal Year: 2024, Volume and Issue: 32(3), P. 189 - 191

Published: Aug. 1, 2024

Language: Английский

Citations

0
Status of LGBTQ+ inclusion: Multi-institution Assessment of US Radiology Residencies DOI
Jordan D. Perchik, Charles M. Maxfield, Megan K. Mills

et al.

Journal of the American College of Radiology, Journal Year: 2024, Volume and Issue: 22(1), P. 108 - 115

Published: Aug. 30, 2024

Language: Английский

Citations

0
A Practical Framework for Promoting Justice-Oriented Innovation in Radiology DOI

Jacob A. Blythe,

Vrushab Gowda, Efrén J. Flores

et al.

Journal of the American College of Radiology, Journal Year: 2024, Volume and Issue: 21(10), P. 1557 - 1563

Published: Oct. 1, 2024

Language: Английский

Citations

0