ReviewFrontiers in oncology2022
Look how far we have come: BREAST cancer detection education on the international stage.
Review in Frontiers in oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
19 citing papers in PubMed, 2 syntheses or guidelines pooled it, 30 citations in OpenAlex.
- Vacuum-assisted breast biopsy vs core needle biopsy: a systematic review and meta-analysis.European radiology · 2026Pooled it
- Pooled it
- Optimising Radiologist Performance in Cancer Detection on Mammograms: The Impact of Weekly Reading Hours and Test Set Experience on BreastScreen and Non-BreastScreen Readers.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026Article
- Image quality comparison of synthesized two-dimensional images and digital mammography in breast tomosynthesis: A quantitative analysis.Journal of applied clinical medical physics · 2026Article
- Use of Complementary and Alternative Medicine in the Management of Breast Cancer.JAMA network open · 2026Article
- Analysing Breast Cancer Screening Trends in Rural Saudi Arabia: Vision 2030 Context.Asian Pacific journal of cancer prevention : APJCP · 2026Article
- Development and Evaluation of A PC-Compatible E-Learning System for Mammography and Breast Ultrasound.Journal of cancer education : the official journal of the American Association for Cancer Education · 2025Article
- Impact of Prior Mammograms on Radiologists and Radiographers' Detection of Different Breast Cancer Lesion Types.Journal of medical radiation sciences · 2025Article
- Decoding the Role of CDCA Genes in Breast Cancer Progression: Insights From in Silico and Functional Assay.Asia-Pacific journal of clinical oncology · 2025Article
- Innovative Approaches to EMT-Related Biomarker Identification in Breast Cancer: Multi-Omics and Machine Learning Methods.Biotech (Basel (Switzerland)) · 2025Review
- Thirty-Year Trends (1991-2020) in Breast Cancer Incidence Rates: Hanoi, Vietnam.JCO global oncology · 2025Article
- Do women with a history of breast cancer recommend risk-based breast cancer screening? An in-depth interview study.Frontiers in psychology · 2025Article
- Surgical and Radiology Trainees' Proficiency in Reading Mammograms: the Importance of Education for Cancer Localisation.Journal of cancer education : the official journal of the American Association for Cancer Education · 2024Article
- Design and synthesis of novel coumarin-benzimidazole hybrids as human galectin-1 inhibitors.Future medicinal chemistry · 2024Article
- Unlocking New Avenues in Breast Cancer Treatment: The Synergy of Kinase Inhibitors and Immunotherapy.Cancers · 2023Review
- Diagnostic performance of ultrasound with computer-aided diagnostic system in detecting breast cancer.Heliyon · 2023Article
- Factors associated with financial toxicity in patients with breast cancer in Japan: a comparison of patient and physician perspectives.Breast cancer (Tokyo, Japan) · 2023Article
- CXC ELR-Positive Chemokines as Diagnostic and Prognostic Markers for Breast Cancer Patients.Cancers · 2023Review
- Variations of image interpretations of radiologists from different populations in mammography and tomosynthesis with different levels of breast density.Journal of medical imaging (Bellingham, Wash.) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 2 countries.
Funding
Abstract
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 stages. Yet breast screening programmes may function differently in each nation depending on the incidence rate, national legislation, local health infrastructure and training opportunities including feedback on performance. Mammography has been the frontline breast cancer screening tool for several decades; however, it is estimated that there are 15% to 35% of cancers missed on screening which are owing to perceptual and decision-making errors by radiologists and other readers. Furthermore, mammography screening is not available in all countries and the increased speed in the number of new breast cancer cases among less developed countries exceeds that of the developed world in recent decades. Studies conducted through the BreastScreen Reader Assessment Strategy (BREAST) training tools for breast screening readers have documented benchmarking and significant variation in diagnostic performances in screening mammogram test sets in different countries. The performance of the radiologists from less well-established breast screening countries such as China, Mongolia and Vietnam were significant lower in detecting early-stage cancers than radiologists from developed countries such as Australia, USA, Singapore, Italy. Differences in breast features and cancer presentations, discrepancies in the level of experiences in reading screening mammograms, the availability of high-quality national breast screening program and breast image interpretation training courses between developed and less developed countries are likely to have impact on the variation of readers' performances. Hence dedicated education training programs with the ability to tailor to different reader cohorts and different population presentations are suggested to ameliorate challenges in exposure to a range of cancer cases and improve the interpretation skills of local radiologists. Findings from this review provide a good understanding of the radiologist' performances and their improvement using the education interventions, primarily the BREAST program, which has been deployed in a large range of developing and developed countries in the last decade. Self-testing and immediate feedback loops have been shown to have important implications for benchmarking and improving the diagnostic accuracy in radiology worldwide for better breast cancer control.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.