Systematic review of the application of lean and six sigma quality improvement methodologies in radiology
T Amaratunga, J Dobranowski - Journal of the American College of …, 2016 - Elsevier
Purpose Preventable yet clinically significant rates of medical error remain systemic, while
health care spending is at a historic high. Industry-based quality improvement (QI) …
health care spending is at a historic high. Industry-based quality improvement (QI) …
Added value of double reading in diagnostic radiology, a systematic review
Objectives Double reading in diagnostic radiology can find discrepancies in the original
report, but a systematic program of double reading is resource consuming. There are …
report, but a systematic program of double reading is resource consuming. There are …
Utility of artificial intelligence tool as a prospective radiology peer reviewer—detection of unreported intracranial hemorrhage
Rationale and Objectives Misdiagnosis of intracranial hemorrhage (ICH) can adversely
impact patient outcomes. The increasing workload on the radiologists may increase the …
impact patient outcomes. The increasing workload on the radiologists may increase the …
A real-world demonstration of machine learning generalizability in the detection of intracranial hemorrhage on head computerized tomography
H Salehinejad, J Kitamura, N Ditkofsky, A Lin… - Scientific Reports, 2021 - nature.com
Abstract Machine learning (ML) holds great promise in transforming healthcare. While
published studies have shown the utility of ML models in interpreting medical imaging …
published studies have shown the utility of ML models in interpreting medical imaging …
Effect of shift, schedule, and volume on interpretive accuracy: a retrospective analysis of 2.9 million radiologic examinations
TN Hanna, C Lamoureux, EA Krupinski, S Weber… - Radiology, 2018 - pubs.rsna.org
Purpose To determine whether there is an association between radiologist shift length,
schedule, or examination volume and interpretive accuracy. Materials and Methods This …
schedule, or examination volume and interpretive accuracy. Materials and Methods This …
Heuristics and cognitive error in medical imaging
JN Itri, SH Patel - American Journal of Roentgenology, 2018 - Am Roentgen Ray Soc
OBJECTIVE. The field of cognitive science has provided important insights into mental
processes underlying the interpretation of imaging examinations. Despite these insights …
processes underlying the interpretation of imaging examinations. Despite these insights …
Pitfalls of systematic reviews and meta-analyses in imaging research
MDF McInnes, PMM Bossuyt - Radiology, 2015 - pubs.rsna.org
Systematic reviews of imaging research represent a tool to better understand test accuracy
or the efficacy of interventions. Like any type of research, appropriate methods must be …
or the efficacy of interventions. Like any type of research, appropriate methods must be …
Characterizing the type and location of intracranial abnormalities in mild traumatic brain injury
OBJECTIVE The incidence of intracranial abnormalities after mild traumatic brain injury (TBI)
varies widely across studies. This study describes the characteristics of intracranial …
varies widely across studies. This study describes the characteristics of intracranial …
[HTML][HTML] How do clinicians rate patient's performance status using the ECOG performance scale? A mixed-methods exploration of variability in decision-making in …
SS Datta, N Ghosal, R Daruvala… - …, 2019 - ncbi.nlm.nih.gov
Background Medical decisions made by oncology clinicians have serious implications, even
when made collaboratively with the patient. Clinicians often use the Eastern Clinical …
when made collaboratively with the patient. Clinicians often use the Eastern Clinical …
Does peer review of radiation plans affect clinical care? A systematic review of the literature
Purpose Peer review is a recommended component of quality assurance in radiation
oncology; however, it is resource-intensive and its effect on patient care is not well …
oncology; however, it is resource-intensive and its effect on patient care is not well …