Neurocompute scores pediatric oncology literature, surfaces overlooked therapeutic signals, and turns fragmented childhood cancer research into a living discovery terminal.
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View analysis →In a retrospective cohort of 1602 patients undergoing preoperative CT for robotic arthroplasty, 8.5% had significant incidental findings and 0.3% received a new cancer diagnosis, supporting routine radiologist review of planning scans.
The study provides evidence that formal review of arthroplasty-planning CT can detect previously unrecognized malignancy; it is an inference, not demonstrated here, that earlier detection would improve treatment selection or outcomes, and no pediatric-specific benefit is established.
In a retrospective cohort of 1,416 adult patients undergoing conization for CIN1, cytology worse than LSIL and involvement of more than two cervical quadrants were associated with postoperative pathological upgrading and were incorporated into a risk nomogram.
Evidence: two routinely available clinical features identified patients at higher risk of occult higher-grade cervical disease after conization. Inference: if externally validated, this model might support more selective diagnostic or treatment intensity, but the record does not demonstrate improved outcomes, reduced toxicity, or benefit in pediatric oncology.
A cross-sectional online survey of 1,635 respondents in Aotearoa New Zealand found 62.2–88.6% support for policies promoting healthier food environments, with majority support across reported voting intentions.
The study provides no evidence for a pediatric cancer treatment; it indirectly suggests that politically acceptable nutrition policies could support population-level cancer prevention and reduce diet-related inequities, but effects on policy adoption, dietary behavior, cancer incidence, or pediatric outcomes were not tested.
In a retrospective cohort of 141 pediatric patients with ocular motor abnormalities, selected ocular signs and accompanying neurological symptoms were associated with neurologic etiologies, including an association between ophthalmoplegia and brain tumors.
The study provides observational evidence that certain ocular motor and systemic features may help distinguish neurological from ophthalmological etiologies; it can only be inferred—not established—that incorporating these features into pediatric assessment might accelerate brain-tumor evaluation or reduce unnecessary investigations, and no treatment hypothesis was directly tested.
This retrospective analysis of Minas Gerais administrative data from 2015–2024 reports 3,883 pediatric bone-neoplasia hospitalizations and 79 deaths, with mortality remaining stable despite declining hospitalizations and with demographic and regional variation.
The record provides no evidence for a specific therapy; it supports the inference that investigating regional disparities and improving early detection and access to specialized oncology care could potentially improve outcomes, but these interventions were not tested.
This retrospective cross-sectional review of 55,339 social media posts from 82 US children's hospitals found that only 7.0% addressed injury prevention, with greater coverage among hospitals affiliated with injury-prevention organizations or pediatric surgery fellowships.
The study provides evidence of an underused pediatric injury-prevention communication channel; it is reasonable to hypothesize—but not demonstrated here—that increasing targeted social media education could improve preventive behaviors or reduce injuries, with no direct evidence for pediatric cancer treatment or outcomes.
The study reports cross-validated development of a CNN using T1-weighted MRI from 285 pediatric patients to distinguish tumor from nontumor images, with the best 40-epoch configuration achieving 99% precision, 100% recall, and a 99% F1-score.
Evidence: the CNN showed high tumor-detection performance within the supplied pediatric MRI dataset; inference: after rigorous external and prospective validation, such a model might support earlier diagnosis, reduce missed tumors, or improve imaging workflows, but no treatment-selection or patient-outcome benefit is demonstrated here.
This narrative review summarizes subfertility, assisted reproduction, contraception, medication compatibility, and adverse pregnancy outcomes among people with rheumatoid arthritis.
The review reports that disease control with pregnancy-compatible medications and multidisciplinary reproductive care are associated with optimized reproductive management in rheumatoid arthritis; any application of these principles to fertility preservation or treatment planning in pediatric or adolescent oncology would be an unsupported inference requiring dedicated study.
In a registry-based cohort of 752 U.S. service members with classic Hodgkin lymphoma, post-9/11 deployment was not significantly associated with overall or disease-specific mortality, while service members had lower adjusted mortality than SEER comparators.
The evidence does not identify a therapy or treatment-selection strategy; it supports the inference that healthcare access, survivorship care, or healthy-service-member selection may contribute to favorable outcomes and warrants exposure-specific and survivorship-focused study.
This retrospective cross-sectional Slovakian study found multiple reportable high-risk HPV categories in 23.4% of 295 hrHPV-positive women aged 18–25, with no detectable age- or cytology-associated variation, while a self-selected NILM cohort showed lower hrHPV positivity at ages 23–25 than at 18–22.
Evidence: the study identifies age-stratified hrHPV prevalence and coinfection patterns in young women. Inference: these patterns might inform cervical-cancer prevention, testing, or surveillance strategies in adolescent and young-adult populations, but the record does not evaluate any treatment, screening strategy, vaccination intervention, or cancer outcome.
In a multicenter propensity score-matched observational study of patients aged 70 years or older with solitary hepatocellular carcinoma ≤3 cm, laparoscopic liver resection was associated with better overall and disease-free survival than radiofrequency ablation but greater perioperative morbidity and slower recovery.
The supplied evidence supports considering resection rather than ablation for carefully selected, surgically fit elderly adults with small hepatocellular carcinoma; any relevance to pediatric liver cancer is unsupported inference because no children, pediatric tumor types, or pediatric outcomes were studied.
This report describes a 21-year-old male with ALK-positive anaplastic large cell lymphoma presenting atypically as a solitary tender skull mass and reviews the differential diagnosis of calvarial lesions.
The reported evidence supports considering lymphoma in the diagnostic evaluation of an aggressive transcalvarial mass; it does not establish a new treatment, although earlier recognition could hypothetically enable more timely subtype-appropriate management.
