Related Experiment Video
Updated: Aug 5, 2026

Guidelines and Experience Using Imaging Biomarker Explorer (IBEX) for Radiomics
Published on: January 8, 2018
Institutional Contributions to the Radiology Literature: A Subspecialty Assessment
Armin Tafazolimoghadam1, Mahla Radmard2, David M Yousem2
1Tehran University of Medical Sciences, Tehran, Iran (A.T.).
Academic radiology research is concentrated in a few institutions, with varied subspecialty output. Bibliometric indicators moderately align with National Institutes of Health (NIH) funding, reflecting overall institutional research strength.
Area of Science:
- Academic Radiology
- Bibliometrics
- Research Funding
Background:
- Academic radiology departments exhibit diverse research profiles across subspecialties.
- The link between institutional research output and National Institutes of Health (NIH) funding in radiology subspecialties is not well understood.
Purpose of the Study:
- To evaluate institutional scholarly output in U.S. academic radiology subspecialties.
- To assess the association between bibliometric performance and NIH radiology funding.
Main Methods:
- Cross-sectional analysis of U.S. academic radiology faculty using Scopus data.
- Categorization into eight subspecialties and aggregation of publications, citations, and h-index.
- Comparison with 2025 NIH radiology funding rankings using Spearman's rank correlation.
Main Results:
- Scholarly output and NIH funding are highly concentrated in a small number of institutions.
- Total publications, citations, and summed faculty h-index strongly correlated with NIH funding rank (ρ > 0.70).
- Subspecialty leadership varied significantly, and per-faculty metrics identified smaller, productive programs.
Conclusions:
- Radiology scholarly productivity is concentrated in a few academic centers with significant subspecialty variation.
- Aggregate bibliometric indicators demonstrate moderate agreement with NIH funding.
- Cumulative scholarly output appears to reflect institutional research strength in academic radiology.
Related Concept Videos
Radiological Investigation I: X-ray and CT
Positron Emission Tomography
One of the main requirements of a PET scan is a positron-emitting radioisotope, which is produced in a cyclotron and then attached to a substance used by the part of the body being...
Radiological Investigation III: Pulmonary Angiogram and PET Scan
Pulmonary Angiogram
A Pulmonary Angiogram is an invasive procedure involving injecting a contrast medium through a catheter threaded into the pulmonary artery or the right side of the heart to visualize the pulmonary vasculature. Computed Tomography (CT) scans have mainly replaced this...
Radiological Investigation II: MRI and Ventilation Perfusion Scan
Magnetic Resonance Imaging (MRI) and Ventilation Perfusion Scans are two radiological investigations that offer detailed diagnostic images of the body, particularly lung structures.
MRI
MRI uses magnetic fields and radiofrequency signals to distinguish between normal and abnormal tissues. This technology provides a more detailed diagnostic image than CT scans, enabling it to characterize pulmonary nodules, stage bronchogenic carcinoma, and evaluate inflammatory activity in...
X-ray Imaging
Imaging Studies for Cardiovascular System III: X-Ray
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...

