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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

Ranked Discovery Journal Articles

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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
AI 38.30
Standard 65.0
Final 52.98
AI Summary

This methodological commentary argues that a generative AI model for MRI-based tumor-growth prediction in pediatric diffuse midline glioma has uncertain translational validity because of adult-to-pediatric biological domain shift, correlated slice-level estimates from only 13 external-validation patients, weak growth-region cDICE performance, and limited radiotherapy-specific evaluation.

Why It Matters

The record provides no evidence for a therapeutic intervention; it supports the inference that pediatric-specific training and validation, patient-level statistical analysis, and radiotherapy-relevant benchmarks could make future tumor-growth models safer and more useful for treatment planning, potentially reducing geographic miss or unnecessary normal-tissue exposure.

C
Pediatric and Adolescent Gynecological Tumors and Associated Predisposition Syndromes.
PMID 42637220 Published: 2026-08-24 Ingested: 2026-08-26 09:15 AM Journal of pediatric and adolescent gynecology
AI 49.30
Standard 56.0
Final 52.98
AI Summary

This review summarizes germline tumor-predisposition syndromes associated with gynecologic neoplasms from infancy through young adulthood and emphasizes genetic evaluation even when family history is uninformative.

Why It Matters

The supplied record supports genetic work-up as a means to identify patients and relatives who may benefit from tailored tumor surveillance; it is reasonable but inferential that earlier detection or syndrome-informed management could improve outcomes, because no treatment or surveillance outcomes are reported.

B
Socioeconomic disparities in vestibular schwannoma diagnosis and management: A systematic review.
PMID 42771071 Published: 2026-09-22 Ingested: 2026-09-24 09:15 AM Neurosurgical review
AI 22.50
Standard 77.9
Final 52.97
AI Summary

This PRISMA-guided systematic review of 40 adult sporadic vestibular schwannoma studies (358,843 patients) found that race and insurance status were the socioeconomic factors most consistently associated with differences in management and outcomes.

Why It Matters

The review supports associations between socioeconomic factors and vestibular schwannoma care; it is reasonable—but untested—to hypothesize that interventions improving access, referral pathways, or treatment equity could improve outcomes, with no evidence here establishing such benefit or applicability to pediatric patients.

C
Prognostic role of the Child-Turcotte-Pugh classification and ALBI grade in patients without cirrhosis and hepatocellular carcinoma.
PMID 42815636 Published: 2026-09-30 Ingested: 2026-10-02 09:15 AM JHEP reports : innovation in hepatology
AI 37.40
Standard 65.7
Final 52.97
AI Summary

Across two observational HCC cohorts, CTP classification and ALBI grade were associated with overall survival in patients without cirrhosis, with prognostic performance comparable to that observed in patients with cirrhosis.

Why It Matters

Evidence: CTP and ALBI measures independently stratified overall-survival prognosis in non-cirrhotic, unresectable HCC. Inference: these readily available measures might improve risk stratification or treatment-selection frameworks, but the record does not show that their use changes therapy, reduces toxicity, or improves outcomes, and it provides no pediatric-specific evidence.

C
Spontaneous complete regression of congenital brain tumors - a systematic literature review and case report.
PMID 42722758 Published: 2026-09-11 Ingested: 2026-09-13 09:15 AM Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery
AI 37.00
Standard 66.0
Final 52.95
AI Summary

This systematic review of six published case reports plus one institutional case describes seven congenital brain tumors that completely regressed spontaneously between 3 and 33 months of age despite heterogeneous locations and histopathological grades.

Why It Matters

The evidence shows that complete spontaneous regression can occur in rare congenital brain tumors; by inference, carefully selected infants with prohibitive surgical risk might benefit from structured surveillance while the biological and imaging predictors of regression are investigated, but this record does not establish criteria for safely withholding treatment.

C
AI 41.90
Standard 61.9
Final 52.90
AI Summary

In a 2019–2024 observational study of 24,050 women in Chongqing, HPV52 predominated in infections and precancerous cytology, HPV16 increased with lesion severity, and high-risk HPV positivity was associated with vaginal dysbiosis.

Why It Matters

The evidence supports region-specific HPV genotype surveillance and associations between HPV infection, cervical abnormalities, and vaginal microecology; it is an inference—not a tested therapeutic finding—that HPV52/58-focused follow-up, use of an existing vaccine covering these genotypes, or management of dysbiosis could improve prevention or outcomes.

C
AI 38.10
Standard 65.0
Final 52.89
AI Summary

In a retrospective single-center cohort of 86 predominantly older patients with hepatocellular carcinoma and cirrhosis treated with TARE, ALBI was the strongest reported survival predictor, while tumor burden had limited prognostic relevance and ALBI worsened within 12 weeks after treatment.

Why It Matters

The study provides observational evidence that hepatic functional reserve, particularly the ALBI score, is associated with survival after TARE; it may therefore help stratify or monitor patients, but improved treatment selection, reduced toxicity, and applicability to pediatric oncology remain untested in this record.

C
AI 39.00
Standard 64.2
Final 52.86
AI Summary

This consortium overview reports the expansion of CLIC into a globally collaborative, harmonized epidemiologic resource and summarizes pooled associations between childhood leukemia risk and demographic, prenatal, environmental, immune-related, and germline factors.

Why It Matters

The supplied evidence supports epidemiologic associations and infrastructure for etiologic research; it does not establish an intervention, but it suggests that validated modifiable exposures or genetically informed risk profiles could eventually support prevention or risk-stratified surveillance research.

C
AI 39.80
Standard 63.5
Final 52.84
AI Summary

In a retrospective review of 29,733 bone-marrow chromosome studies, 83 constitutional abnormalities were identified, including 47 incidental findings, and accounting for these findings changed cytogenetic risk classification in five hematologic-malignancy cases.

Why It Matters

The study provides evidence that recognizing and confirming incidental constitutional chromosomal abnormalities can prevent their misclassification as acquired cancer abnormalities; it is reasonable to infer that this could improve treatment selection when cytogenetic risk categories guide therapy, but the record reports no treatment changes or outcome benefits.

C
AI 32.40
Standard 69.52
Final 52.82
AI Summary

In a German registry study of 16,664 children diagnosed with cancer from 2015–2023, early mortality and 3-year overall survival did not worsen during the COVID-19 pandemic compared with pre-pandemic patterns.

Why It Matters

The evidence shows preserved population-level childhood cancer survival during the pandemic in Germany; it may support the inference that resilient healthcare delivery can protect pediatric oncology outcomes during major disruptions, but the record does not identify or test a specific intervention responsible for this pattern.

C
AI 39.20
Standard 63.86
Final 52.76
AI Summary

This adult single-patient report describes therapy-related AML diagnosed 24 months after CD19 CAR-T therapy for relapsed/refractory DLBCL, with complex cytogenetics and biallelic TP53 loss, followed by partial remission on azacitidine plus venetoclax and allogeneic transplantation.

Why It Matters

The case provides evidence that a TP53-altered therapy-related myeloid neoplasm can emerge after CAR-T treatment; it supports investigating—but does not establish—that baseline CHIP assessment and longitudinal hematologic or genomic surveillance could identify high-risk patients earlier, or that CAR-T-associated genotoxic and inflammatory pressures select TP53-mutant clones.

C
AI 40.80
Standard 62.5
Final 52.73
AI Summary

This retrospective study used transfer learning and multimodal ensembling with a 3D DeepMedic network to segment paediatric brain tumours from diffusion-weighted MRI, achieving a best-model median Dice score of 0.63 against manual annotations in 107 patients.

Why It Matters

The evidence supports DWI-only automated tumour segmentation as a possible enabling component for quantitative imaging workflows; it may eventually improve early classification or clinical decision support, but treatment selection, outcome improvement, and clinical adequacy were not tested.

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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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