ArticleFrontiers in oncology2014
A systematic review of radiotherapy capacity in low- and middle-income countries.
Article in Frontiers in oncology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 70 papers, 2 of them syntheses that pooled it.
What it found
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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
70 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Efficacy and Safety of Neoadjuvant Chemotherapy Plus Concurrent Chemoradiotherapy Compared to Concurrent Chemoradiotherapy Alone in Locally Advanced Cervical Cancer: A Systematic Review and Meta-Analysis.Asian Pacific journal of cancer prevention : APJCP · 2025Pooled it
- Systematic Review and Meta-analysis of the Association Between Radiation Therapy Treatment Volume and Patient Outcomes.International journal of radiation oncology, biology, physics · 2023Pooled it
- Potential of E-Learning Interventions and Artificial Intelligence-Assisted Contouring Skills in Radiotherapy: The ELAISA Study.JCO global oncology · 2024Trial
- Trial
- Online adaptive radiotherapy: International strategies for AI-enabled workflow efficiency and radiation therapist-led delivery for sustainable practice.Technical innovations & patient support in radiation oncology · 2026Article
- Global spotlight editorial: Advancing treatment planning to promote equity through AI and automation in clinical medical physics.Journal of applied clinical medical physics · 2026Article
- Cancer Patterns and Barriers to Care Among Socioeconomically Vulnerable Populations in Tripoli: A Descriptive Study from a Local NGO.Diseases (Basel, Switzerland) · 2026Article
- Article
- Impact of compounded financial collapse and armed conflict on access to radiation therapy in Lebanon: lessons for building resilient cancer care systems in fragile settings.Frontiers in oncology · 2026Article
- A mixed methods protocol for a framework to improve access to radiotherapy services for cancer patients in Gauteng Province, South Africa.BMC health services research · 2025Article
- Bridging the Beam Gap: Expanding Global Access to Stereotactic Radiosurgery Through Policy and Innovation.Cureus · 2025Article
- Implementing Remote Radiotherapy Planning to Increase Patient Flow at a Johannesburg Academic Hospital, South Africa: Protocol for a Prospective Feasibility Study.JMIR research protocols · 2025Article
- Radiotherapy medical physics in the Philippines: A contemporary overview.Journal of applied clinical medical physics · 2025Article
- Improving Access to Radiotherapy: Exploring Structural Quality Indicators for Radiotherapy in Gauteng Province, South Africa.International journal of environmental research and public health · 2025Article
- Improving Access to Radiotherapy Services in Gauteng: Quantitative Analysis of Key Time Intervals from Diagnosis to Treatment.International journal of environmental research and public health · 2025Article
- Feasibility and impact of knowledge-based automated radiotherapy treatment planning in low- and middle-income countries.Ecancermedicalscience · 2025Article
- A landscape review with novel criteria to evaluate microbial drivers for cancer: priorities for innovative research targeting excessive cancer mortality in sub-Saharan Africa.Frontiers in cellular and infection microbiology · 2025Review
- Review
- Radiation Therapy for Breast Cancer in Africa.Advances in radiation oncology · 2024Review
- A retrospective study on the delay in three different timescales of CT simulation among patients with pediatric cancer in a tertiary hospital.Oncology letters · 2024Article
10 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors.
Funding
Abstract
objectivesThe cancer burden in low- and middle-income countries (LMIC) is substantial. The purpose of this study was to identify and describe country and region-specific patterns of radiotherapy (RT) facilities in LMIC.
methodsA systematic review of the literature was undertaken. A search strategy was developed to include articles on radiation capacity in LMIC from the following databases: PubMed, Embase, CINAHL Plus, Global Health, and the Latin American and Caribbean System on Health Sciences Information. Searches included all literature up to April 2013.
resultsA total of 49 articles were included in the review. Studies reviewed were divided into one of four regions: Africa, Asia, Eastern Europe, and South America. The African continent has the least amount of resources for RT. Furthermore, a wide disparity exists, as 60% of all machines on the continent are concentrated in Egypt and South Africa while 29 countries in Africa are still lacking any RT resource. A significant heterogeneity also exists across Southeast Asia despite a threefold increase in megavoltage teletherapy machines from 1976 to 1999, which corresponds with a rise in economic status. In LMIC of the Americas, only Uruguay met the International Atomic Energy Agency recommendations of 4 MV/million population, whereas Bolivia and Venezuela had the most radiation oncologists (>1 per 1000 new cancer cases). The main concern with the review of RT resources in Eastern Europe was the lack of data.
conclusionThere is a dearth of publications on RT therapy infrastructure in LMIC. However, based on limited published data, availability of RT resources reflects the countries' economic status. The challenges to delivering radiation in the discussed regions are multidimensional and include lack of physical resources, lack of human personnel, and lack of data. Furthermore, access to existing RT and affordability of care remains a large problem.
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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.