Quality Management Practices in Neuroradiology: The Role of QC, QA, and QI

Quality management in neuroradiology aims to achieve consistent excellent performance in patient care by integrating three complementary practices: quality control (QC), quality assurance (QA), and quality improvement (QI). These practices originated with automobile manufacturing and have been adopted by other industries including software engineering and healthcare delivery. QC is outcome-focused reactive detection of defects in delivered products/services, serving as a foundational layer for quality management. QA is process-focused proactive prevention of defects in delivered products/services through optimized standardized workflows. QI is feedback-focused adaptive use of data to improve both QC and QA processes over time. Our educational objective is to help define and illustrate the application and interrelation of QC, QA, and QI in neuroradiology towards achieving excellence in neuroimaging patient care.

Authors

Institutions

Publication Details

Journal
American Journal of Neuroradiology
Published
2026-05-21
DOI
https://doi.org/10.3174/ajnr.a9427
Primary Topic
Cardiac pacing and defibrillation studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Quality Management Practices in Neuroradiology: The Role of QC, QA, and QI

Nadja Kadom, Robert Y Shih
American Journal of Neuroradiology
Cardiac pacing and defibrillation studies
article

Quality Management Practices in Neuroradiology: The Role of QC, QA, and QI

Nadja Kadom, Robert Y Shih
article en

Abstract

Quality management in neuroradiology aims to achieve consistent excellent performance in patient care by integrating three complementary practices: quality control (QC), quality assurance (QA), and quality improvement (QI). These practices originated with automobile manufacturing and have been adopted by other industries including software engineering and healthcare delivery. QC is outcome-focused reactive detection of defects in delivered products/services, serving as a foundational layer for quality management. QA is process-focused proactive prevention of defects in delivered products/services through optimized standardized workflows. QI is feedback-focused adaptive use of data to improve both QC and QA processes over time. Our educational objective is to help define and illustrate the application and interrelation of QC, QA, and QI in neuroradiology towards achieving excellence in neuroimaging patient care.

American Journal of Neuroradiology
Uniformed Services University of the Health Sciences (US)
Openalex Percentile: Top 6%
Cardiac pacing and defibrillation studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Quality Management Practices in Neuroradiology: The Role of QC, QA, and QI — Nadja Kadom, Robert Y Shih · American Journal of Neuroradiology (2026) | TGRS Research Map | TGRS