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 …

Performance of a breast cancer detection AI algorithm using the personal performance in mammographic screening scheme

Y Chen, AG Taib, IT Darker, JJ James - Radiology, 2023 - pubs.rsna.org
Background The Personal Performance in Mammographic Screening (PERFORMS) scheme
is used to assess reader performance. Whether this scheme can assess the performance of …

Using radiomics-based machine learning to create targeted test sets to improve specific mammography reader cohort performance: A feasibility study

X Tao, Z Gandomkar, T Li, PC Brennan… - Journal of Personalized …, 2023 - mdpi.com
Mammography interpretation is challenging with high error rates. This study aims to reduce
the errors in mammography reading by mapping diagnostic errors against global …

Test-set training improves the detection rates of invasive cancer in screening mammography

BA Qenam, T Li, E Ekpo, H Frazer, PC Brennan - Clinical Radiology, 2023 - Elsevier
Aim To investigate if mammographic test-set participation affects routine breast cancer
screening performance. Materials and methods Clinical audit data between 2008 and 2018 …

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 …

Test‐set results can predict participants' development in breast‐screen cancer detection: An observational cohort study

BA Qenam, T Li, A Alshabibi, H Frazer… - Health Science …, 2024 - Wiley Online Library
Abstract Background and Aim Test‐sets are standardized assessments used to evaluate
reader performance in breast screening. Understanding how test‐set results affect real …

Diagnostic performance characteristics of Chinese radiologists in breast cancer detection with FFDM versus DBT images

JL Chua, Q Xiao, T Li, Y Gu… - Medical Imaging …, 2023 - spiedigitallibrary.org
Introduction: Breast cancer is the most common cancer among women in China and early
detection is key to reducing mortality. This study aimed to understand diagnostic …