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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 39,000 pediatric cancer papers.

Neurocompute scores pediatric oncology literature, surfaces overlooked therapeutic signals, and turns fragmented childhood cancer research into a living discovery terminal.

39,000 Papers indexed
1,440 Papers AI scored
39,000 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
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LATEST PEDIATRIC CANCER PAPERS

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Last ingest 2026-10-07 09:15 AM
PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

39000 results
B
Idiopathic Syringomyelia: A Systematic Scoping Review.
PMID 42652622 Published: 2026-08-11 Ingested: 2026-08-29 09:15 AM Journal of clinical medicine
AI 43.40
Standard 73.5
Final 59.96
AI Summary

This scoping review of 18 studies comprising 365 patients reports heterogeneous definitions of idiopathic syringomyelia, generally favorable conservative outcomes in clinically stable children, and evidence that occult arachnoid or cerebrospinal-fluid-flow abnormalities may underlie many adult cases.

Why It Matters

The reviewed evidence supports clinical observation for many stable pediatric cases and substrate-directed surgery in selected symptomatic patients with identified arachnoid pathology; any relevance to pediatric oncology is indirect because tumor-associated syringomyelia was explicitly excluded, so application to children with cancer would require separate study.

B
A nationwide study on wound complications after pediatric extremity soft tissue sarcoma surgery.
PMID 42754006 Published: 2026-09-17 Ingested: 2026-09-19 09:15 AM Journal of pediatric surgery
AI 47.30
Standard 70.3
Final 59.95
AI Summary

In a retrospective Dutch nationwide cohort, 14 of 76 eligible children undergoing extremity soft tissue sarcoma resection developed 90-day wound complications, with higher odds associated with neoadjuvant chemotherapy and preoperative radiotherapy.

Why It Matters

The study provides observational evidence that neoadjuvant chemotherapy and preoperative radiotherapy are associated with postoperative wound complications; it is plausible—but not tested here—that risk-adapted treatment sequencing, multidisciplinary surgical planning, or selective reconstructive coverage could reduce this morbidity.

C
Molecular characterization of mismatch repair deficient tumors in young Jordanian patients.
PMID 42608506 Published: 2026-08-17 Ingested: 2026-08-20 09:15 AM Discover oncology
AI 63.50
Standard 57.0
Final 59.92
AI Summary

In 14 young Jordanian patients with clinical or immunohistochemical evidence of mismatch repair deficiency, the study identified pathogenic or likely pathogenic mismatch-repair variants in nine families, characterized tumor mutational features, and found one ultrahypermutated tumor with a somatic POLE proofreading-domain mutation.

Why It Matters

The reported germline and tumor molecular findings support improved identification of CMMRD/Lynch-associated cancers and molecular stratification in this population; it is plausible—but not tested here—that validated MMRD, hypermutation, or combined MMRD–POLE status could inform treatment selection or surveillance.

AI Summary

In 143 surgically treated patients with skull-base juvenile nasopharyngeal angiofibroma, the internally validated GVV score predicted several intraoperative bleeding outcomes better than the Fisch-Andrews and UPMC systems and showed comparable recurrence discrimination.

Why It Matters

The evidence supports the GVV score as a prognostic risk-stratification tool within the analyzed cohort; it may, by inference, help tailor perioperative preparation, bleeding-mitigation strategies, and recurrence surveillance, but the record does not show that score-guided management improves clinical outcomes.

C
AI 47.60
Standard 69.9
Final 59.87
AI Summary

This paper presents an updated European expert-consensus effort to harmonize diagnosis and management recommendations for exceptionally rare olfactory neuroblastoma in children and adolescents.

Why It Matters

The record supports the value of pediatric-specific, internationally harmonized clinical guidance; it is reasonable—but not demonstrated here—to hypothesize that standardizing diagnosis, staging, and multimodal management could improve treatment selection and outcomes.

C
AI 52.50
Standard 65.9
Final 59.87
AI Summary

In a multicenter retrospective cohort of 53 children with Down syndrome and newly diagnosed myeloid leukemia in Türkiye, DS-related myeloid leukemia was associated with significantly better 5-year overall and event-free survival than standard AML occurring in children with Down syndrome.

Why It Matters

The observed outcome differences support distinguishing DS-ML from standard AML-DS for treatment planning; it is reasonable but not proven by this retrospective study that subtype-adapted treatment intensity could reduce early mortality or relapse and improve survival.

B
Different age, different phenotype: a comparative analysis of juvenile and adult-onset dermatomyositis from a tertiary center.
PMID 42623129 Published: 2026-08-20 Ingested: 2026-08-22 09:15 AM Rheumatology (Oxford, England)
AI 40.80
Standard 75.4
Final 59.83
AI Summary

In a 180-patient retrospective tertiary-center cohort, juvenile dermatomyositis was associated with more calcinosis and arthritis, a different autoantibody profile, and higher remission rates than adult-onset disease, while malignancy-associated dermatomyositis occurred only among adults and increasing age was associated with malignancy and mortality.

Why It Matters

The evidence supports age-stratified risk assessment in dermatomyositis; as an inference requiring prospective validation, age and serologic phenotype might help tailor malignancy evaluation and management intensity, but the record does not test a therapy or establish a pediatric-oncology intervention.

B
AI 45.80
Standard 71.24
Final 59.79
AI Summary

In 31 young patients with medulloblastoma, paired silent verb-generation fMRI scans were distinguished before versus shortly after radiotherapy with 71% accuracy, with descriptive mapping identifying altered activation across cerebellar-cerebral language and control regions.

Why It Matters

The study provides evidence that task-based fMRI can detect early post-radiotherapy network changes; it is reasonable but unproven to hypothesize that validated longitudinal imaging signatures could help identify neurocognitive toxicity and inform monitoring or future treatment-adaptation strategies.

B
Hydrocephalus management pathways in pediatric medulloblastoma: a retrospective cohort study.
PMID 42774092 Published: 2026-09-08 Ingested: 2026-09-25 09:15 AM Frontiers in oncology
AI 46.80
Standard 70.4
Final 59.78
AI Summary

In a single-center retrospective cohort of 420 children with medulloblastoma and preoperative hydrocephalus, management pathways differed in recorded infection and recurrent hydrocephalus rates, but matched ETV comparisons were non-significant and an internally evaluated VP-shunt infection model showed limited discrimination.

Why It Matters

The evidence shows exploratory associations among hydrocephalus-management pathways; it supports the hypothesis—but does not establish—that selecting ETV for anatomically appropriate patients might reduce infection relative to VP shunting without substantially increasing recurrent hydrocephalus, a possibility requiring prospective multi-institutional validation.

B
[Clinical characteristics and prognosis of acute myeloid leukemia patients with RUNX1 single-site and multiple-site gene mutations].
PMID 42706154 Published: 2026-06-14 Ingested: 2026-09-09 09:15 AM Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi
AI 43.10
Standard 73.4
Final 59.77
AI Summary

In a single-center retrospective cohort of 145 RUNX1-mutated AML patients, single-site and multi-site RUNX1 mutations were associated with similar remission and survival outcomes, while allo-HSCT was associated with better OS and RFS in both groups.

Why It Matters

The observed associations support the hypothesis that allo-HSCT may improve outcomes in RUNX1-mutated AML regardless of RUNX1 mutation multiplicity; however, this is an inference from nonrandomized retrospective data and does not establish transplant efficacy or pediatric applicability.

C
SMARCB1/INI1-deficient peripheral T-cell lymphoma: two cases expanding the spectrum of an emerging entity and a review of the literature.
PMID 42579137 Published: 2026-08-11 Ingested: 2026-08-17 12:23 AM Virchows Archiv : an international journal of pathology
AI 53.60
Standard 64.8
Final 59.76
AI Summary

This report describes two young women with aggressive, treatment-refractory SMARCB1/INI1-deficient PTCL-NOS, documenting characteristic pathology and distinct genetic routes to SMARCB1 inactivation while reviewing the limited literature on this emerging entity.

Why It Matters

The cases support SMARCB1/INI1 loss as a diagnostic and biologic feature of this lymphoma; the suggestion that this loss could confer sensitivity to histone deacetylase inhibitors is an inference from emerging prior evidence and was not prospectively tested or shown to produce benefit in the two reported patients.

C
AI 52.30
Standard 65.84
Final 59.75
AI Summary

In a cross-sectional comparison of 30 children within five years after ALL therapy and 64 healthy controls, HR-pQCT identified reduced cortical bone parameters, while all survivors had normal lumbar-spine DXA z-scores and 17% had vertebral fractures.

Why It Matters

Evidence: HR-pQCT detected cortical abnormalities not apparent on lumbar-spine DXA in pediatric ALL survivors. Inference requiring prospective validation: adding HR-pQCT to survivorship assessment could identify children with occult skeletal fragility who may benefit from closer monitoring or future bone-protective interventions, but this study did not test screening outcomes or treatment efficacy.

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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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