ReviewSeminars in oncology2020
Using big data in pediatric oncology: Current applications and future directions.
Review in Seminars in oncology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis 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, 1 synthesis or guideline pooled it.
- The effectiveness and safety of proton beam radiation therapy in children and young adults with Central Nervous System (CNS) tumours: a systematic review.Journal of neuro-oncology · 2024Pooled it
- Real-world data sources for pediatric cancers: a targeted literature review.ESMO real world data and digital oncology · 2026Article
- A Harmonized International Database of More Than 10,000 Pediatric Renal Tumor Patients From 30 Years of SIOP-RTSG Studies.JCO clinical cancer informatics · 2026Article
- Article
- A Scoping Review of Pediatric Leukemia and Oral Health: Contemporary Approaches and Oncodental Insights.Cureus · 2025Review
- Can Serum Lactate on Admission to Intensive Care Predict Length of Stay? A Retrospective Analysis of Critically Ill Paediatric Oncology Patients.Journal of paediatrics and child health · 2025Observational
- The childhood cancer data initiative: enabling data sharing to drive research advances and transform pediatric cancer diagnosis and treatment.Current opinion in pediatrics · 2025Review
- Incidence and risk factors for insulinoma diagnosed in dogs under primary veterinary care in the UK.Scientific reports · 2025Article
- Incidence and risk factors for phaeochromocytoma diagnosis in dogs under primary veterinary care in the UK.PloS one · 2025Article
- International consensus statement on the diagnosis and management of phaeochromocytoma and paraganglioma in children and adolescents.Nature reviews. Endocrinology · 2024Review
- Population-Based Data Linkage Describing Patterns of Cancer Clinical Trial Enrollment Among Children and Adolescents.JCO oncology practice · 2024Article
- Correction to: The effectiveness and safety of proton beam radiation therapy in children and young adults with Central Nervous System (CNS) tumours: a systematic review.Journal of neuro-oncology · 2024Article
- Improving child health through Big Data and data science.Pediatric research · 2023Review
- Data harnessing to nurture the human mind for a tailored approach to the child.Pediatric research · 2023Review
- How often do cancer researchers make their data and code available and what factors are associated with sharing?BMC medicine · 2022Article
- What are the late effects of older gastric cancer survivors? A scoping review.Asia-Pacific journal of oncology nursing · 2022Article
- A Review of Patient-Reported Outcome Measures in Childhood Cancer.Children (Basel, Switzerland) · 2022Review
- Population health science as a unifying foundation for translational clinical and public health research.SSM - population health · 2022Article
- Informatics Methods and Infrastructure Needed to Study Factors Associated with High Incidence of Pediatric Brain and Central Nervous System Tumors in Kentucky.Journal of registry management · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Pediatric cancer is a rare disease with a low annual incidence, which presents a significant challenge in being able to collect enough data to fuel clinical discoveries. Big data registry trials hold promise to advance the study of pediatric cancers by allowing for the combination of traditional randomized controlled trials with the power of larger cohort sizes. The emergence of big data resources and data-sharing initiatives are becoming transformative for pediatric cancer diagnosis and treatment. This review discusses the uses of big data in pediatric cancer, existing pediatric cancer registry initiatives and research, the challenges in harmonizing these data to improve accessibility for study, and building pediatric data commons and other important future endeavors.
Indexed as
Identifiers
What OpenQuestion holds
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.