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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 39,638 pediatric cancer papers.

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

39,638 Papers indexed
1,440 Papers AI scored
39,638 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 2026-10-25 09:15 AM
1 Clinical events and health care costs among pediatric and young adult patients with generalized myasthenia gravis in the United States. Journal of managed care & specialty pharmacy — Oct 25, 2026 2 Fatal Rickettsia parkeri Rickettsiosis in Immunocompromised Pediatric Patient, Georgia, USA, 2025. Emerging infectious diseases — Oct 25, 2026 3 Risk factors and outcome of children and young adults with initially unresected nonrhabdomyosarcoma soft tissue sarcoma: An analysis from the International Soft Tissue Sarcoma Consortium. Cancer — Oct 25, 2026 4 FSH-secreting pituitary adenomas presenting with spontaneous ovarian hyperstimulation syndrome in children and adolescents: two cases, a literature review, and long-term follow-up. Journal of pediatric endocrinology & metabolism : JPEM — Oct 25, 2026 5 Meta-analysis of diagnostic validation studies on noninvasive methods for detecting Helicobacter pylori in the pediatric population. Revista de gastroenterologia de Mexico (English) — Oct 25, 2026 6 Allogeneic stem cells transplantation in children, adolescents and young adults previously treated by tisagenlecleucel for B-cell precursor acute lymphoblastic leukemia: a French retrospective SFGM-TC study. Transplantation and cellular therapy — Oct 25, 2026 7 Advances in preclinical tissue engineering strategies for bladder reconstruction: a systematic review. Journal of pediatric surgery — Oct 25, 2026 8 Distinct ROS-adaptive and OXPHOS-dependent cellular programs underlie Ewing sarcoma heterogeneity. Journal of proteomics — Oct 25, 2026
PEDIATRIC CANCER RESEARCH TERMINAL

All ranked pediatric cancer papers

39638 results
C
Bilateral advancement flaps in the treatment of divided nevus of the eyelid: A retrospective case series.
PMID 42675732 Published: 2026-08-28 Ingested: 2026-09-03 09:15 AM Medicine
AI 44.00
Standard 57.24
Final 51.28
AI Summary

This retrospective case series reports generally favorable cosmetic and functional outcomes in 11 children with congenital divided eyelid nevi treated by single-stage excision, bilateral advancement flaps, and canthal anchoring, with a few transient minor complications and no reported severe complications.

Why It Matters

The reported human outcomes suggest that bilateral advancement flaps with canthal anchoring may provide a useful reconstructive option after excision of congenital divided eyelid nevi; however, superiority, durable safety, and broader applicability remain inferential because the study was small, retrospective, and uncontrolled.

C
AI 45.40
Standard 56.0
Final 51.23
AI Summary

This single-center qualitative study of 12 pediatric-oncology professionals identified terminology, inconsistent initiation criteria, limited pediatric standards, communication gaps, and underrepresentation of nurses in tumor boards as barriers to early pediatric palliative-care integration.

Why It Matters

The interviews provide evidence about perceived implementation barriers and facilitators; they support the hypothesis—but do not demonstrate—that guideline-aligned standards, stronger nursing participation, interprofessional training, ethical-reflection forums, and earlier specialist involvement could improve palliative-care integration and potentially quality of life.

C
AI 42.30
Standard 58.5
Final 51.21
AI Summary

The study reports that SA-FGPN, a stability-aware and interpretable deep-learning framework, classified pediatric brain tumors from a 130-sample, 54,676-probe gene-expression dataset with high repeated cross-validation performance and identified stable, functionally enriched transcriptomic features.

Why It Matters

Evidence in the record supports transcriptomic tumor classification and feature prioritization, not treatment efficacy; inferentially, if independently and prospectively validated, the framework could improve molecular subtype assignment, support treatment selection, or nominate tumor-associated genes for therapeutic investigation.

C
AI 31.90
Standard 67.0
Final 51.20
AI Summary

In a 25-year single-center retrospective cohort of 194 children with growth hormone deficiency treated with recombinant growth hormone, hypothalamic-pituitary MRI was abnormal in 37.6%, including congenital variants and a small number of craniopharyngiomas, germinomas, and medulloblastomas.

Why It Matters

The reported tumor and structural-abnormality findings support MRI and longitudinal endocrine assessment as clinically relevant components of GHD evaluation; by inference, structured surveillance might facilitate earlier recognition of tumors or additional pituitary deficiencies, although this study did not test earlier detection, treatment selection, cancer outcomes, or surveillance benefit.

C
A mixed methods study of adolescent and young adult cancer survivors and their utilization of a survivorship clinic: Barriers and facilitators.
PMID 42760475 Published: 2026-09-18 Ingested: 2026-09-21 09:15 AM Journal of cancer survivorship : research and practice
AI 33.20
Standard 65.9
Final 51.19
AI Summary

This mixed-methods observational study found that only 38 of 836 eligible AYA cancer survivors attended a survivorship clinic, with interviews identifying lack of awareness, avoidance, and time constraints as barriers and oncology-team referrals, service information, and telehealth as potential facilitators.

Why It Matters

The evidence shows low clinic utilization and participant-reported barriers and facilitators; it is reasonable but untested to hypothesize that systematic oncology-team referrals, clearer communication, and telehealth access could increase survivorship-care uptake and potentially improve management of treatment-related late effects.

C
Lower social participation and physical activity in patients with craniopharyngioma or CNS germ cell tumor: Their association with apathy.
PMID 42568979 Published: 2026-08-07 Ingested: 2026-08-17 12:23 AM PCN reports : psychiatry and clinical neurosciences
AI 38.10
Standard 61.9
Final 51.19
AI Summary

In 20 adult patients with craniopharyngioma or CNS germ cell tumor, social participation and physical activity were lower than in 25 healthy participants, and greater apathy was correlated with lower productivity.

Why It Matters

The study provides observational evidence linking apathy with reduced productivity; it is reasonable but untested to hypothesize that apathy-focused rehabilitation, structured activity planning, or caregiver-supported engagement could improve participation.

C
Disproportionality analysis of drug-induced myocarditis: Insights from the Food and Drug Administration Adverse Event Reporting System database.
PMID 42636009 Published: 2026-08-24 Ingested: 2026-08-26 09:15 AM The Journal of international medical research
AI 35.90
Standard 63.68
Final 51.18
AI Summary

This FAERS disproportionality study identified 9,014 myocarditis reports from 2004–2023, with chemotherapy commonly represented, substantial hospitalization and death reporting, clozapine having the most reports, and phendimetrazine showing the strongest reporting association.

Why It Matters

The evidence supports pharmacovigilance signals—not causal drug risks—suggesting that targeted cardiac monitoring of patients receiving drugs with disproportionate myocarditis reporting could potentially enable earlier toxicity detection; pediatric benefit remains inferential because age-specific pediatric results are not provided.

AI Summary

This reply reports Sanger sequencing confirmation of DNAJB1::PRKACA fusion transcripts in several hepatoblastoma and three biliary atresia samples and argues that low transcript levels may escape standard RNA-seq fusion detection.

Why It Matters

The supplied evidence supports the presence of low-level DNAJB1::PRKACA transcripts in some patient samples; it is an inference, not demonstrated here, that validated fusion-positive hepatoblastomas could define a biomarker-selected subgroup for fusion-directed treatment or treatment selection.

C
Public support for government-led skin cancer prevention in Aotearoa New Zealand: findings from a national survey.
PMID 42659666 Published: 2026-08-28 Ingested: 2026-08-30 09:15 AM The New Zealand medical journal
AI 32.20
Standard 66.6
Final 51.12
AI Summary

A nationally representative survey of 1,635 adults in Aotearoa New Zealand found broad public support for government-funded, school-based, regulatory, and affordability-focused skin cancer prevention policies.

Why It Matters

The evidence establishes public acceptability—not efficacy—of structural prevention policies; it is reasonable to infer that this support could facilitate implementation of school sun-protection programs and other measures intended to reduce childhood ultraviolet exposure and future skin cancer risk, but no pediatric cancer outcomes were evaluated.

C
Acute Sector Cancer Physiotherapy Service Provision and Workforce.
PMID 42640699 Published: 2026-08-20 Ingested: 2026-08-27 09:15 AM Irish medical journal
AI 36.30
Standard 63.14
Final 51.06
AI Summary

This cross-sectional national audit of 26 Irish acute cancer centres and hospitals found that dedicated cancer physiotherapy provision varied, staffing and funding were major barriers, and paediatric and adolescent services were limited to inpatients.

Why It Matters

The audit provides evidence of a paediatric and adolescent outpatient physiotherapy service gap; it can be hypothesized, but is not demonstrated here, that expanding specialized physiotherapy across care settings could improve rehabilitation, symptom management, or treatment tolerance.

C
Identity among adolescent and young adult cancer survivors: an exploratory qualitative study.
PMID 42681105 Published: 2026-09-02 Ingested: 2026-09-04 09:15 AM Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer
AI 39.60
Standard 60.4
Final 51.04
AI Summary

A secondary grounded-theory analysis of six focus groups found that physical, psychological, and social changes shape identity among AYA cancer survivors, with sexual and gender minority survivors additionally reporting heteronormative assumptions and disclosure challenges in healthcare.

Why It Matters

The study provides qualitative evidence of identity-related and SGM-specific supportive-care needs; it is reasonable—but not tested here—to hypothesize that tailored psychological interventions, peer support, and more inclusive clinical practices could improve psychosocial outcomes.

C
Unique Considerations in Care Delivery for Early-Onset Gastrointestinal Cancers: A Narrative Review.
PMID 42579832 Published: 2026-08-11 Ingested: 2026-08-17 12:23 AM JCO oncology practice
AI 39.30
Standard 60.6
Final 51.02
AI Summary

This narrative review describes diagnostic delays, potentially more advanced or aggressive disease, uncertain benefit from treatment intensification, and substantial psychosocial and fertility-related needs among patients with gastrointestinal cancers diagnosed before age 50, while highlighting limited access to specialized multidisciplinary care.

Why It Matters

The review reports unmet care-delivery and supportive-care needs rather than testing a treatment; it is reasonable to hypothesize—but not established by this record—that scalable multidisciplinary programs could improve timely diagnosis, treatment selection, fertility support, psychosocial care, and equity without unnecessary treatment intensification.

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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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