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Active intelligence prompt Pediatric cancer: surface high-value therapeutic signals across pediatric oncology literature.
PEDIATRIC CANCER RESEARCH INTELLIGENCE

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.

39,040 Papers indexed
1,440 Papers AI scored
39,040 Ranked papers
100.0% Coverage
PATIENT-FRIENDLY SUMMARY

CHIP-AML22: a complex clinical trial in de novo pediatric AML patients, including a gemtuzumab ozogamicin randomization and targeted therapy with quizartinib in eligible subgroups, within the NOPHO-DB-SHIP consortium.

For education only—not personal medical advice.

LIVE PEDIATRIC ONCOLOGY INTELLIGENCE
↑ Therapeutic signals emerging ↑ New pediatric cancer papers ingested ↑ Cross-paper convergence detected ↑ Human relevance scores updating ↑ Overlooked treatment paths surfacing
TOP PEDIATRIC CANCER SIGNALS

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LATEST PEDIATRIC CANCER PAPERS

Database feed

Last ingest 2026-10-08 09:15 AM
1 Direct-Acting Antiviral Therapy in Patients With Hepatocellular Carcinoma Receiving Non-Curative Treatment: High Sustained Virological Response Rates and Preservation of Liver Functional Reserve. Journal of viral hepatitis 47.60 Oct 08, 2026 2 Long-term thyroid outcomes and thiol-disulfide homeostasis in childhood Hodgkin lymphoma survivors treated with neck radiotherapy. Journal of pediatric endocrinology & metabolism : JPEM — Oct 08, 2026 3 The molecular makeup of differentiated thyroid carcinoma in a free-standing children's hospital with a predominantly Hispanic population. Journal of pediatric endocrinology & metabolism : JPEM — Oct 08, 2026 4 Clinical outcomes of psychosocial interventions for healthy siblings of children with cancer: A systematic review and meta-analysis. Journal of pediatric nursing — Oct 08, 2026 5 Imaging-guided shortened interpregnancy interval following myomectomy in China: protocol for a multicentre prospective randomised controlled trial. BMJ open — Oct 08, 2026 6 Quadrivalent human papillomavirus vaccination before pregnancy and pregnancy outcomes: nationwide, population based case-control study. BMJ (Clinical research ed.) — Oct 08, 2026 7 Shapley effects to identify the most influential input parameters of organ dose estimation following CT scans in childhood. Journal of radiological protection : official journal of the Society for Radiological Protection — Oct 08, 2026 8 Global, G20, and China burden of malignant neoplasms of bone and articular cartilage from 1990 to 2050: trends, projections, and ecological associations with healthcare expenditure. Cancer treatment and research communications — Oct 08, 2026
PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

39040 results
C
Methylation profile scores in child and adolescent health: a practical guide.
PMID 42641636 Published: 2026-08-25 Ingested: 2026-08-27 09:15 AM The Lancet. Child & adolescent health
AI 41.50
Standard 61.1
Final 52.28
AI Summary

This Review provides a practical framework for evaluating methylation profile scores in children and adolescents, including their emerging use in paediatric brain-tumour diagnostics, treatment-response prediction, and longitudinal treatment monitoring, while emphasizing that most remain early-stage research tools.

Why It Matters

The record supports MPSs as developing biomarkers with potential diagnostic and treatment-monitoring applications; it is reasonable but still inferential to hypothesize that validated paediatric MPSs could eventually improve therapy selection or response assessment in childhood cancers, because no oncology intervention study or clinical outcome is reported.

D
Case Report: a rare pediatric case series of multiple endocrine neoplasia type 2B presenting with laryngotracheal involvement.
PMID 42568422 Published: 2026-07-24 Ingested: 2026-08-17 12:23 AM Frontiers in endocrinology
AI 51.40
Standard 53.0
Final 52.28
AI Summary

This two-patient pediatric case series reports laryngotracheal mucosal neuromas causing obstruction and progressive respiratory compromise as the initial presentation of RET mutation-confirmed MEN2B.

Why It Matters

The reported cases support airway evaluation and prompt RET testing when children with obstruction also have MEN2B-associated phenotypic or familial features; it is an inference, not tested here, that earlier recognition and multidisciplinary management could accelerate MEN2B-directed surveillance and treatment and reduce airway morbidity.

C
Sleep Disturbance Patterns in Children with Leukemia and Lymphoma: Domain-Specific Associations with Hospitalization and Treatment Context.
PMID 42589888 Published: 2026-07-23 Ingested: 2026-08-17 12:23 AM Journal of clinical medicine
AI 36.40
Standard 65.24
Final 52.26
AI Summary

In a cross-sectional questionnaire study, 54 children with leukemia or lymphoma had moderately greater parent-reported sleep disturbance than matched children with benign hematologic conditions, particularly sleep anxiety and parasomnias, with recent hospitalization strongly associated with sleep burden.

Why It Matters

The evidence identifies hospitalization-associated sleep disturbance as a potential supportive-care target; it is reasonable to hypothesize that screening and hospital-based sleep interventions could reduce sleep burden, but this study did not test an intervention, establish causality, or demonstrate improved clinical outcomes.

B
Diagnostic Accuracy and Predictive Factors of Sentinel Lymph Node Biopsy in Cutaneous Squamous Cell Carcinoma: A Systematic Review.
PMID 42824458 Published: 2026-09-30 Ingested: 2026-10-04 09:15 AM Plastic surgery (Oakville, Ont.)
AI 25.00
Standard 74.5
Final 52.23
AI Summary

This systematic review of 44 studies and 3,043 patients with non-mucosal cutaneous squamous cell carcinoma found that sentinel lymph node biopsy had high node-detection and low complication rates, while positivity was associated with aggressive tumor features, recurrence, and disease-specific mortality, but false negatives remained notable.

Why It Matters

The evidence supports SLNB as a possible staging and prognostic tool in selected high-risk cSCC rather than as a treatment; it can only be inferred—not established from this review—that improved risk stratification might guide surveillance or treatment selection, and pediatric applicability is unsupported because pediatric cases were explicitly excluded.

B
AI 30.40
Standard 70.1
Final 52.23
AI Summary

In a SEER-based cohort of 3,378 adults with prolactinoma, all-cause mortality was modestly elevated overall and concentrated in an older, male-predominant profile characterized by larger tumors.

Why It Matters

The evidence supports clinically heterogeneous mortality risk associated with age, sex, and tumor size; it may justify testing whether profile-directed surveillance or treatment optimization improves outcomes, but no therapeutic intervention, causal mechanism, or treatment benefit was evaluated.

C
Rates of childbirth in female cancer survivors: A population-based study in Taiwan.
PMID 42726787 Published: 2026-09-11 Ingested: 2026-09-13 09:15 AM PloS one
AI 36.00
Standard 65.5
Final 52.23
AI Summary

This nationwide Taiwanese registry cohort reports that females diagnosed with cancer at age 39 years or younger had about half the expected number of births, with childbirth rates varying by cancer type, age at diagnosis, and chemotherapy exposure.

Why It Matters

The evidence supports identifying survivor groups with reduced post-cancer childbirth and prioritizing early fertility counseling; it is an inference, not tested here, that expanded fertility-preservation and oncofertility services would improve subsequent reproductive outcomes.

C
Global, regional, and national trends in 34 cancers through a novel burden-quality-of-care framework: a cross-sectional study.
PMID 42682306 Published: 2026-03-12 Ingested: 2026-09-04 09:15 AM International journal of surgery (London, England)
AI 37.10
Standard 64.6
Final 52.23
AI Summary

Using Global Burden of Disease data from 1990–2021, this cross-sectional study combines cancer burden and a principal-component-derived quality-of-care index to classify 34 cancers across 204 countries and reports marked socioeconomic, age, and gender disparities, including stagnant quality improvement among adolescents.

Why It Matters

The study provides no evidence for a specific anticancer therapy; it supports the inference that burden–quality stratification could help direct resources, reduce possible overtreatment, and identify underserved populations, but prospective evidence that this framework improves pediatric cancer care or outcomes is required.

C
AI 33.00
Standard 67.9
Final 52.20
AI Summary

This secondary GBD 2021 analysis estimates that tracheal, bronchus, and lung cancer caused 28,004 incident cases, 22,622 deaths, and 1,291,020 DALYs among people aged 15–39 years in 2021, with burden and trends varying by age, sex, and socioeconomic development.

Why It Matters

Evidence: the analysis identifies demographic and geographic disparities in AYA lung-cancer burden, including rising burden in low-SDI regions and increased cases and prevalence among females. Inference: these patterns could help target tobacco/nicotine control, exposure reduction, diagnostic access, and future treatment-resource studies, but the record does not test any preventive or therapeutic intervention or establish which exposures caused the observed trends.

C
Breast Cancer Liver Metastasis: Primary tumor predictors and histopathologic characteristics of metastatic lesions.
PMID 42620515 Published: 2026-08-06 Ingested: 2026-08-22 09:15 AM Research square
AI 43.90
Standard 59.0
Final 52.20
AI Summary

In a human observational cohort of 47 patients with breast cancer liver metastases, the study reports enrichment for young-onset and recent-postpartum disease, frequent ER-positive replacement-pattern metastases, and histologic findings consistent with use of existing liver sinusoids.

Why It Matters

The evidence supports associations among young or postpartum status, luminal breast cancer, and liver metastasis characteristics; it only suggests—not demonstrates—that postpartum liver biology or sinusoid-dependent replacement growth could eventually inform risk stratification or provide therapeutic targets.

C
AI 44.50
Standard 58.5
Final 52.20
AI Summary

This narrative review applies the WHO pediatric palliative-care integration framework to childhood cancer care in Cuba and identifies gaps in specialist training, home opioid access, formal palliative-care teams, and outcomes research across eight oncology reference centers.

Why It Matters

The review supports the inference—not a tested clinical conclusion—that aligning Cuba's pediatric oncology services with the WHO model, including stronger training, multidisciplinary teams, and improved home opioid access, could improve continuity, symptom management, and quality of life; no patient-level intervention or outcome effect is demonstrated.

C
Exposure to outdoor ultrafine particle number concentrations and incidence of childhood cancer: A population-based cohort study.
PMID 42688910 Published: 2026-09-01 Ingested: 2026-09-05 09:15 AM Environmental epidemiology (Philadelphia, Pa.)
AI 35.90
Standard 65.5
Final 52.18
AI Summary

In a Canadian population-based cohort of more than 965,000 children, higher estimated prenatal outdoor ultrafine-particle exposure was associated with imprecise increases in ALL and neuroblastoma incidence, while confidence intervals included the null and results differed across cancer groups.

Why It Matters

The observational evidence suggests a possible prenatal environmental risk signal for ALL and neuroblastoma; if future studies establish causality, reducing gestational ultrafine-particle exposure could become a population-level cancer-prevention strategy, but this record does not test an intervention or support a clinical recommendation.

C
Satisfaction with follow-up consultations among Swiss childhood cancer survivors: A prospective cohort study.
PMID 42569533 Published: 2026-07-27 Ingested: 2026-08-17 12:23 AM Preventive medicine reports
AI 35.90
Standard 65.5
Final 52.18
AI Summary

In a prospective cohort of 145 adult childhood cancer survivors attending their first long-term follow-up visit at two Swiss clinics, satisfaction was high, discussion of more desired topics was associated with greater patient-centered-care satisfaction, and lower mental health-related quality of life was associated with greater worries.

Why It Matters

The study provides observational evidence that addressing survivors’ desired discussion topics correlates with satisfaction and that lower mental HRQoL correlates with worry; it supports, but does not test, the hypothesis that agenda-based consultations and targeted psychological support could improve the follow-up experience and reduce worries.

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AI-assisted research information

Neurocompute uses AI to summarize scientific papers, interpret research signals, and suggest relevant reference links. AI-generated content can be incomplete, misleading, or wrong, and generated links may be irrelevant or unavailable.

Our reviewed outputs have performed strongly to date, but past accuracy is not a guarantee. Verify summaries, scores, claims, and links against the original publication before relying on them.

This platform is for research and education only. It does not provide medical advice, diagnosis, treatment recommendations, or clinical guidance.

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