A grade PMID 42321916
View analysis →Finding therapies hidden in 39,040 pediatric cancer papers.
Neurocompute scores pediatric oncology literature, surfaces overlooked therapeutic signals, and turns fragmented childhood cancer research into a living discovery terminal.
Ranked Discovery Journal Articles
A grade PMID 42690647
View analysis →A grade PMID 42372741
View analysis →A grade PMID 42216567
View analysis →A grade PMID 41916649
View analysis →A grade PMID 42382416
View analysis →A grade PMID 42150584
View analysis →B grade PMID 42748428
View analysis →A grade PMID 41756844
View analysis →A grade PMID 42765973
View analysis →A grade PMID 42362103
View analysis →A grade PMID 42101908
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All ranked pediatric cancer papers
The study reports that biomolecule-directed gold nanoparticle biomineralization produces SERS fingerprints that machine-learning models distinguish across amino acids and between patient-derived pediatric osteosarcoma and neuroblastoma exosomes, with 85.9% tumor-classification accuracy.
Evidence is limited to preclinical classification of tumor-derived exosome fingerprints; if independently validated in clinically collected samples, the platform could potentially support pediatric cancer diagnosis, disease monitoring, or treatment selection, but no therapeutic intervention or outcome benefit is demonstrated.
This population-based analysis of 8,821 childhood cancers in Chile reports complete national registry coverage, rising recorded incidence, improved five-year survival, and a non-significant decline in mortality while describing a registry model relevant to other low- and middle-income countries.
The evidence supports RENCI as a high-coverage surveillance system documenting national outcome trends; by inference, such registry infrastructure could help identify care gaps, guide resource allocation, and evaluate future childhood-cancer policies, but the study does not test a treatment or establish that registry implementation caused the survival improvement.
This 12-year single-center observational cohort of 301 pediatric patients with NF1 describes multisystem phenotypes, sex-specific growth patterns, 37 novel NF1 variants, and associations between variant classes and short stature, unidentified bright objects, or optic nerve abnormalities.
The reported genotype–phenotype associations and pediatric growth curves could, as an inference, support genotype-informed surveillance and earlier evaluation of growth or optic pathway abnormalities; however, the study provides no evidence that a specific therapy, preventive intervention, or treatment-selection strategy improves outcomes.
This comprehensive review summarizes recent advances in osteosarcoma and Ewing sarcoma management, including technology-assisted surgery, biomaterials and custom-growing implants, emerging targeted therapies, and proton or carbon-ion radiotherapy.
The record reports that evolving surgical technologies and newer radiation modalities may improve management and that targeted therapies could improve survivorship; it is reasonable to hypothesize that integrating these approaches may enhance tumor control or reduce treatment morbidity, but the supplied abstract provides no specific target, comparative outcome, safety result, or clinical validation.
A nationally representative cross-sectional survey of 1,635 people in Aotearoa New Zealand found majority public support for all 10 proposed alcohol-harm policies, including support across voting intentions for six policies.
The survey provides evidence of public acceptability for alcohol-control policies; it is reasonable but inferential to hypothesize that implementing effective policies could reduce alcohol exposure and subsequent cancer burden, as this study did not test policy adoption, alcohol consumption, cancer incidence, or pediatric outcomes.
This 20-year single-center observational series describes diagnoses, presentation, treatment context, and survival among 515 infants with malignant solid tumors, reporting 86.6% five-year overall survival overall but substantially lower survival for central nervous system tumors.
The evidence identifies CNS tumors and diagnostic delay as potential areas of unmet need in infant oncology; as an inference, tumor-specific early-detection strategies and age-adapted treatment optimization might improve outcomes, but this uncontrolled retrospective record does not test either strategy or establish treatment efficacy.
In a single-center cross-sectional survey of 439 women with cervical cancer, knowledge about radiotherapy and chemotherapy was insufficient and was statistically associated with attitudes and practices, particularly highlighting gaps among rural and less-educated patients.
The study provides observational evidence that greater treatment knowledge is associated with more favorable attitudes and practices; it is reasonable but unproven to hypothesize that tailored patient education could improve treatment understanding, adherence-related behavior, or supportive outcomes, because no educational intervention or clinical outcome was tested.
In a retrospective matched pediatric cohort, Kawasaki disease was associated with increased long-term psoriasis risk, a smaller vitiligo association, and an exploratory Hodgkin lymphoma signal based on very few events, while no significant associations were found for several other autoimmune conditions or non-Hodgkin lymphoma.
The evidence supports possible selective long-term immune-related morbidity after Kawasaki disease, but no intervention was tested; it may be inferred that risk-informed dermatologic follow-up—and, only if the Hodgkin lymphoma signal is independently replicated, investigation of tailored malignancy awareness—could improve earlier recognition rather than directly provide a new therapy.
This qualitative study of 14 adult women with gynecological cancers in Ghana reports that cancer-related reproductive loss produces substantial psychological, relational, sociocultural, and economic distress, while family support, prayer, and treatment adherence contribute to coping.
The study provides qualitative evidence supporting unmet needs in fertility counseling and psychosocial care; it is reasonable—but not tested here—to hypothesize that culturally adapted oncofertility counseling, symptom support, financial navigation, and family-building guidance could reduce distress and improve quality of life.
A school-oriented cancer-prevention toolkit evaluated among 316 students, 79 teachers, and online users was well received and was associated with 30-day knowledge differences and reported adoption of healthier behaviors by approximately half of students.
The record provides evidence that an adolescent-focused educational toolkit can improve short-term prevention knowledge and coincide with self-reported behavior change; it is an inference—not demonstrated here—that sustained implementation could reduce future cancer risk or disease burden.
This co-design study delivered a prototype virtual blended-learning intervention on triadic communication to 12 multidisciplinary professionals and found through interview feedback that learners valued the young-person perspective, time alone with patients, and opportunities to practise skills.
The study provides qualitative evidence that professionals found the prototype accessible, engaging, and potentially practice-changing; it remains an inference, requiring prospective evaluation, that improved triadic communication could strengthen patient-centred care or psychosocial outcomes for young people with cancer.
Using SEER data from 2,427 pediatric neuroblastoma patients, the study developed and internally validated an XGBoost model that predicted 1-, 3-, and 5-year overall survival and separated patients into three prognostic risk groups.
The evidence supports prognostic discrimination using routinely available clinical variables; it remains an inference that this model could improve treatment selection, surveillance, or outcomes, because no model-guided intervention, comparison with full contemporary neuroblastoma risk systems, or external validation is reported.