Look how far we have come: BREAST cancer detection education on the international stage

PD Trieu, CR Mello-Thoms, ML Barron… - Frontiers in oncology, 2023 - frontiersin.org
The development of screening mammography over 30 years has remarkedly reduced breast
cancer–associated mortality by 20%-30% through detection of small cancer lesions at early …

[HTML][HTML] Identification of factors associated with diagnostic performance variation in reporting of mammograms: a review

N Clerkin, CF Ski, PC Brennan, R Strudwick - Radiography, 2023 - Elsevier
Objectives This narrative review aims to identify what factors are linked to diagnostic
performance variation for those who interpret mammograms. Identification of influential …

Improving radiologist's ability in identifying particular abnormal lesions on mammograms through training test set with immediate feedback

PD Trieu, SJ Lewis, T Li, K Ho, DJ Wong, OTM Tran… - Scientific reports, 2021 - nature.com
It has been shown that there are differences in diagnostic accuracy of cancer detection on
mammograms, from below 50% in developing countries to over 80% in developed world …

Variations of image interpretations of radiologists from different populations in mammography and tomosynthesis with different levels of breast density

PD Trieu, Q Xiao, Y Gu, SJ Lewis… - Journal of Medical …, 2023 - spiedigitallibrary.org
Purpose This study aims to investigate the diagnostic performances of Australian and
Shanghai-based Chinese radiologists in reading full-field digital mammogram (FFDM) and …

CNN-based transfer learning with 10-fold cross-validation: a novel approach for customized education of mammography training

X Tao, Z Gandomkar, T Li, J Yi… - Medical Imaging …, 2024 - spiedigitallibrary.org
Early detection of breast cancer through screening mammography is crucial. However, the
interpretation of mammograms is prone to high error rates, and radiologists often exhibit …

Investigating the error-making patterns in reading high-density screening mammograms between radiologists from two countries

X Tao, S Siviengphanom, Z Gandomkar… - Medical Imaging …, 2023 - spiedigitallibrary.org
Previous studies reported that the cancer subtypes radiologists struggling to detect
successfully varied across countries in mammography interpretation. However, little is …

A progress in diagnostic performances of Vietnamese doctors in reading mammograms with different Level of breast density via the VIETRAD program

I Bint Talha, OTM Tran, DT Ong… - Medical Imaging …, 2023 - spiedigitallibrary.org
Previous research has revealed that Vietnamese radiologists had lower diagnostic efficacy
in interpreting mammograms than radiologists from Western countries. This study …

An Investigation of Global and Local Radiomic Features for Customized Self-Assessment Mammographic Test Sets for Radiologists in China in Comparison with …

X Tao - 2024 - ses.library.usyd.edu.au
Self-assessment test sets have demonstrated being effective tools to improve radiologists'
diagnostic skills through immediate error feedback. Current sets use a one-size-fits-all …