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Updated: May 18, 2026

Guidelines and Experience Using Imaging Biomarker Explorer (IBEX) for Radiomics

Guidelines and Experience Using Imaging Biomarker Explorer (IBEX) for Radiomics

Published on: January 8, 2018

Social radiology: Where to now?

¹Imaging Department, Sime Darby Specialist Centre Megah Sdn. Bhd., Kuala Lumpur, Malaysia.

Biomedical Imaging and Intervention Journal

|September 13, 2012

Summary

Diagnostic imaging, or radiology, is crucial in healthcare but inaccessible in many regions. Global initiatives are training practitioners to improve access to essential medical imaging services worldwide.

Keywords:

Radiology services developing countries diagnostic imaging outreach programmes radiation protection and safety social radiology

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Last Updated: May 18, 2026

Guidelines and Experience Using Imaging Biomarker Explorer (IBEX) for Radiomics

Guidelines and Experience Using Imaging Biomarker Explorer (IBEX) for Radiomics

Published on: January 8, 2018

Area of Science:

Medical Imaging
Radiology Services
Global Health Equity

Background:

Radiology is essential for medical diagnosis, disease surveillance, and treatment monitoring.
High costs and maintenance requirements limit radiology's availability.
Two-thirds of the world lacks basic diagnostic imaging, highlighting a significant healthcare gap.

Purpose of the Study:

To address the global deficiency in diagnostic imaging services.
To explore strategies for improving medical imaging access in developing nations.
To highlight the role of international collaboration in advancing radiology.

Main Methods:

Review of current global radiology resource distribution.
Analysis of challenges in implementing and maintaining imaging equipment.
Examination of educational and training programs aimed at enhancing radiology expertise.

Main Results:

Significant disparities exist in access to radiology services globally.
International organizations are actively providing training and knowledge transfer.
Efforts focus on building local capacity through 'train-the-trainer' models.

Conclusions:

Improving global access to radiology is critical for equitable healthcare.
Collaborative training initiatives are vital for sustainable radiology services.
The future of radiology shows a positive trend towards wider accessibility and impact.