ArticleAsian Pacific journal of cancer prevention : APJCP2018
Analysis of Delays in Breast Cancer Treatment and Late-Stage Diagnosis in Kazakhstan
Article in Asian Pacific journal of cancer prevention : APJCP, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Explainable machine learning for breast cancer prediction in resource-constrained settings: A multi-algorithmic framework integrating shap-based transparency with clinical decision support.PLOS digital health · 2026Article
- Determinants of Early-Stage Breast Cancer Presentation in Western Kazakhstan: A Population-Based Analysis of Urban-Rural Disparities and Diagnostic Pathways (2015-2025).Medicina (Kaunas, Lithuania) · 2026Article
- In-depth analysis and trends of cancer mortality in Kazakhstan: a joinpoint analysis of nationwide healthcare data 2014-2022.BMC cancer · 2024Article
- Association of Gene Polymorphisms with Breast Cancer Risk in the Kazakh Population.Asian Pacific journal of cancer prevention : APJCP · 2023Article
- Time Taken for Symptom Recognition, First Consultation, Diagnosis and First Definitive Treatment and Its Associated Factors among Women with Breast Cancer.Asian Pacific journal of cancer prevention : APJCP · 2021Article
- Advancing Breast Cancer Advocacy in Eastern Europe and Central Asia: Findings From Women's Empowerment Cancer Advocacy Network (WE CAN) Summits.JCO global oncology · 2021Article
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Authors and funding
7 authors.
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Abstract
Objective: Although Kazakhstan has made significant investments to improve health and life expectancy of its population, high cancer rates persist, with breast cancer being the most prevalent type. Factors contributing to delays in treatment and late staging for breast cancer patients were assessed. Methods: A retrospective follow-up study with registry data identified 4,248 breast cancer patients in sixteen regions of Kazakhstan in 2014. We used logistic regressions to estimate (i) associations of treatment delays with patient demographics and cancer center regions; and (ii) associations of late-stage (III and IV) cancer diagnosis with patient demographics and cancer center regions, with and without controlling for treatment delays. Results: Breast cancer patients treated in regions located further away from Almaty City had higher risks of treatment delays. However, the risks of late-stage cancer diagnosis were greater for patients treated in Almaty City and those with treatment delays. Conclusion: The main driver of delayed treatment is cancer center region. Residents of Almaty City, a major urban area of Kazakhstan, may have a better access to a tertiary cancer center, resulting in less treatment delays. Referrals of sicker patients from neighboring regions to Almaty City for cancer treatment is likely to increase risks of late-stage diagnosis. New or upgraded cancer centers may reduce treatment delays, but their case-mix is likely to increase.
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