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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
TOP PEDIATRIC CANCER SIGNALS

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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
Dynamic Metabolic Parameters and Deauville Score on 18F-FDG PET/CT for Prognostic Assessment in Pediatric Burkitt Lymphoma.
PMID 42794182 Published: 2026-08-28 Ingested: 2026-09-28 09:15 AM Children (Basel, Switzerland)
AI 46.40
Standard 72.3
Final 60.64
AI Summary

In a retrospective cohort of 33 children with Burkitt lymphoma, greater reduction in SUVmax from baseline to end-of-treatment PET/CT and a favorable end-of-treatment Deauville score were associated with better survival, although only three survival events occurred.

Why It Matters

The evidence supports dynamic PET response as a candidate prognostic marker; by inference, validated measures such as %ΔSUVmax or end-of-treatment Deauville score might eventually inform risk-adapted follow-up or treatment strategies, but this study neither tested PET-guided treatment changes nor established clinical utility.

C
East Asian multi-centre study on clinical long-term outcomes of postoperative proton beam therapy for localised paediatric intracranial ependymoma.
PMID 42699132 Published: 2026-08-22 Ingested: 2026-09-08 09:15 AM Clinical and translational radiation oncology
AI 54.60
Standard 65.54
Final 60.62
AI Summary

This retrospective eight-centre East Asian study of 71 patients younger than 20 years reports 5-year overall survival of 76.9%, progression-free survival of 66.8%, local control of 83.5%, and infrequent reported grade ≥2 late adverse events after postoperative proton beam therapy for intracranial ependymoma.

Why It Matters

The clinical observations support postoperative proton beam therapy as a feasible radiotherapy approach with potentially favorable disease control and limited late toxicity; however, any inference that it improves efficacy or safety relative to photon radiotherapy requires comparative prospective evidence and longer follow-up.

C
Effectiveness of the "Golden Hour" program in preventing sepsis in pediatric patients with acute lymphoblastic leukemia.
PMID 42636482 Published: 2026-01-01 Ingested: 2026-08-26 09:15 AM Boletin medico del Hospital Infantil de Mexico
AI 55.20
Standard 65.0
Final 60.59
AI Summary

In a retrospective cohort of pediatric patients with acute lymphoblastic leukemia, broad-spectrum antibiotic administration within 60 minutes of emergency-department triage was associated with a lower incidence of sepsis than administration after 60 minutes (22.7% versus 54.5%).

Why It Matters

Evidence: timely antibiotic administration was associated with less sepsis in this cohort. Inference: implementing a reliable Golden Hour pathway may reduce sepsis risk during febrile neutropenia in pediatric acute lymphoblastic leukemia, but causality and clinical benefit require confirmation in larger, prospectively controlled studies.

B
AI 42.10
Standard 75.7
Final 60.58
AI Summary

This registered mixed-methods pilot protocol will culturally adapt a 10-session bereavement-focused parenting group for German families after a co-parent dies from cancer and assess its feasibility, acceptability, and preliminary psychosocial effects in a target sample of 24–32 parents.

Why It Matters

The record establishes only that the adapted intervention will be piloted; it is hypothesized, but not yet demonstrated, that structured support for bereaved parents could improve parental well-being, family coping, communication, and indirectly the well-being of minor children.

B
Outcomes of Methotrexate-Based Therapy for Paediatric Osteosarcoma: A Decade of Experience from a Cancer Centre in Pakistan.
PMID 42725316 Published: 2026-09-10 Ingested: 2026-09-13 09:15 AM Journal of cancer & allied specialties
AI 46.90
Standard 71.74
Final 60.56
AI Summary

This single-centre retrospective study of 337 pediatric osteosarcoma patients treated with methotrexate-based therapy in Pakistan reports 5-year overall survival of 65% and event-free survival of 40%, alongside treatment abandonment and infection- and cardiotoxicity-related deaths.

Why It Matters

The study directly supports methotrexate-based therapy as feasible in this setting but does not establish comparative efficacy; it indirectly suggests that interventions targeting infection prevention, cardiotoxicity monitoring, and treatment retention could improve outcomes, a hypothesis requiring prospective evaluation.

B
AI 32.20
Standard 83.72
Final 60.54
AI Summary

This registered protocol proposes a systematic review and random-effects meta-analysis of severe drug-related adverse events and objective response rates in pediatric phase I oncology trials of targeted therapies published from March 2015 through June 2026.

Why It Matters

The record provides no therapeutic efficacy or safety results; it supports only the inference that aggregating phase I trial data may clarify the risk–benefit profile of targeted agents and help prioritize future pediatric oncology development.

C
Predictive Risk Model for Early Post-Treatment Acute Care Use in Adolescent and Young Adult Patients With Cancer.
PMID 42641112 Published: 2026-08-25 Ingested: 2026-08-27 09:15 AM JCO oncology practice
AI 49.30
Standard 69.74
Final 60.54
AI Summary

In a 7,393-patient observational AYA cancer cohort, a development-and-validation risk model predicted hospitalization or emergency department use 2-5 years after diagnosis with a validation AUC of 0.76 and high specificity and positive predictive value but low sensitivity.

Why It Matters

The evidence shows that routinely available clinical variables can stratify early post-treatment acute-care risk; it remains an untested inference that embedding the model in electronic health records and directing supportive interventions to high-risk patients would reduce acute-care use or improve outcomes.

C
A Rare BCR::SPECC1L::ABL1 Fusion in a Pediatric Chronic Myeloid Leukemia Patient.
PMID 42573582 Published: 2026-08-10 Ingested: 2026-08-17 12:23 AM Journal of pediatric hematology/oncology
AI 65.50
Standard 56.4
Final 60.50
AI Summary

This single pediatric CML case identified an atypical in-frame BCR::SPECC1L::ABL1 transcript retaining the ABL1 tyrosine kinase domain and used FISH and targeted NGS for diagnosis and imatinib monitoring when standard p210 RT-PCR was negative.

Why It Matters

The record shows that multimodal testing can detect and monitor this atypical fusion; it is plausible, but not demonstrated here, that retention of the ABL1 kinase domain could preserve sensitivity to ABL1-directed therapy such as imatinib.

C
Assessment of testicular function in boys with hematological malignancies: a prospective longitudinal study.
PMID 42689341 Published: 2026-09-03 Ingested: 2026-09-05 09:15 AM The Journal of clinical endocrinology and metabolism
AI 54.70
Standard 65.2
Final 60.48
AI Summary

This prospective longitudinal cohort of 63 boys with leukemia or non-Hodgkin lymphoma reports largely reversible chemotherapy-associated testicular dysfunction but identifies delayed Sertoli cell maturation and persistent compensated Leydig cell insufficiency during follow-up.

Why It Matters

The study provides evidence that serial AMH, inhibin B, FSH, LH, and testosterone measurements can identify evolving testicular vulnerability during and after chemotherapy; it is an inference, not tested here, that biomarker-guided surveillance could enable earlier endocrine referral or future fertility-preserving interventions.

C
Cerebrospinal fluid cell-free DNA sequencing in pediatric CNS tumors: towards liquid molecular neuropathology.
PMID 42573798 Published: 2026-08-10 Ingested: 2026-08-17 12:23 AM Acta neuropathologica
AI 61.20
Standard 59.9
Final 60.48
AI Summary

This review describes how CSF cell-free DNA sequencing may complement tissue neuropathology in pediatric CNS tumors by supporting molecular diagnosis, classification, staging, residual-disease monitoring, and assessment of uncertain radiological progression.

Why It Matters

The reviewed evidence supports CSF cell-free DNA as a source of tumor mutations, copy-number changes, methylation classes, and longitudinal burden measurements; it is reasonable but not yet proven to infer that using these findings for treatment selection or earlier detection of residual or progressive disease could improve outcomes.

B
AI 40.10
Standard 77.14
Final 60.47
AI Summary

This paper describes a two-phase, family-informed international Delphi protocol to develop consensus guidelines for music therapy assessment and intervention in children with posterior fossa syndrome.

Why It Matters

The record provides no evidence that music therapy improves clinical outcomes; it proposes that expert- and family-informed guidance could standardize its use for the multidimensional rehabilitation needs of children with posterior fossa syndrome and help define priorities for subsequent empirical testing.

B
Practices of Antifungal Prophylaxis Among Italian Pediatric Oncology-Hematology Centers.
PMID 42630659 Published: 2026-08-21 Ingested: 2026-08-24 09:15 AM EJHaem
AI 42.10
Standard 75.5
Final 60.47
AI Summary

A web-based survey of 19 responding Italian pediatric oncology-hematology centers found substantial variation in antifungal prophylaxis selection and an estimated invasive fungal disease incidence of 4.7%, with rates above 10% in several high-risk groups.

Why It Matters

The survey provides evidence that prophylaxis practices vary and invasive fungal disease remains concentrated in high-risk populations; it supports, but does not test, the hypothesis that pediatric-specific guidelines and antifungal stewardship could standardize prophylaxis and potentially reduce infection burden or unnecessary antifungal exposure.

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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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