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This study presents a two-phase AI-based model to predict surgical wait times in paediatric oncology patients. Using real-world data from 1478 patients and 6145 surgeries, the model first classifies surgical urgency, then estimates wait times for urgent cases. Random Forest emerged as the best-performing algorithm in both phases, and SHAP analysis identified similar key predictive features. Results support AI's role in improving surgical planning, resource allocation, and clinical decision-making.
SUPPORTING PAPER SET
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Knowledge and awareness of oral cancer and precancerous lesions among patients attending Dhaka Dental College Hospital: a cross-sectional study.
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Erratum: Addition of Rituximab to First-Line Treatment of Burkitt Lymphoma in Children and Young Adults in Tanzania: A Cost-Utility Analysis.
JCO global oncology
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Subclonal AGGF1::PDGFRB rearrangement in a myelodysplastic/myeloproliferative neoplasm with suboptimal response to imatinib.
American journal of clinical pathology
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Trachea, bronchus, and lung cancer in women of reproductive age: global burden trends from 1990 to 2021 and forecasts to 2035.
Frontiers in global women's health
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From missed diagnosis to lifelong survivorship: a precision oncology roadmap for equity in pediatric and AYA cancer care.
Frontiers in oncology
61.8
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Genomic rearrangements define a distinct biological state in neuroblastoma.
Cancer genetics
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Clinical characteristics and treatment outcomes of neuroblastoma with pulmonary metastases.
World journal of pediatric surgery
71.44
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A rare cause of dysphagia: A case report on gastroesophageal adenocarcinoma in childhood.
JPGN reports
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Patterns of high-risk histopathology features of retinoblastoma in enucleated and exenterated eyes at Tikur Anbessa Specialized Hospital: a retrospective study.
Cancer treatment and research communications
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Pediatric cancer and ethical decision-making: Who speaks for the child?
Journal of pediatric nursing
65.3
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Diagnostic evaluation of long-read nanopore sequencing for pediatric CNS tumors.
Acta neuropathologica communications
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16
Preventive Immunomodulatory Effects of Doxycycline and Hyperbaric Oxygen Therapy on Serum Tumor Necrosis Factor-α and Interleukin-6 Levels in a Rat Model of Malaria.
Journal of parasitology research
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Persistent Pediatric Cervical Lymphadenopathy: A Case Report of Kikuchi-Fujimoto Disease Mimicking Infection and Malignancy.
Case reports in pediatrics
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Cementoblastoma With Bony and Soft Tissue Recurrences Following a Primary Molar Lesion: A Case Report.
Case reports in dentistry
47.5
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Global, Regional, and National Trends of Pediatric Soft Tissue and Other Extraosseous Sarcomas, 1990 to 2021: A GBD Study.
Journal of pediatric hematology/oncology
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Breaking the Barrier: MBI-LCBI and Recent Beta-lactam Exposure as Predictors of Piperacillin-Tazobactam Resistance in Pediatric Hemato-oncology Patients.
The Pediatric infectious disease journal
69.4
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Exploiting iron metabolism in Ewing sarcoma.
Communications medicine
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Unusual [18F]FDOPA PET-CT maging of insulinomas in children.
EJNMMI reports
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Spontaneous inversion of the left atrial appendage: a first autopsy case report and updated literature review.
Cardiology in the young
45.5
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Prognostic significance of end-of-induction measurable residual disease below 0.01% in pediatric B-lineage acute lymphoblastic leukemia.
Cytometry. Part B, Clinical cytometry
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Multiple Exposures to Antibiotics Affect Tumor Development in a Mouse Model of Early-Onset Colorectal Cancer.
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Population-Based Assessment of Cardiometabolic Late Effects in 5-Year Survivors of Pediatric Acute Lymphoblastic Leukemia.
Pediatric blood & cancer
69.2
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Circulating Biomarkers of Disease Burden in Patients With Relapsed or Refractory Neuroblastoma Treated With 131I-MIBG Therapy: A Report From the New Approaches to Neuroblastoma Therapy Consortium.
Pediatric blood & cancer
85.43
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Venetoclax as Salvage Treatment for Relapsed/Refractory B-ALL Post-CAR-T Therapy.
Pediatric blood & cancer
82.0
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Surgical Margin and Risk of Local Recurrence in Children and Young Adults With Nonrhabdomyosarcoma Soft Tissue Sarcoma: A Nonrandomized Clinical Trial.
JAMA surgery
86.8
30
Enzyme-functionalized β-cyclodextrin silicasomes for sequential stroma remodeling and combination chemotherapy in neuroblastoma.
Journal of materials chemistry. B
61.64
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Undescended Testes in Medically Complex Children: Evaluating A Common Urologic Condition Through a Multi-Disciplinary Lens.
The Journal of urology
59.5
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Brain-sensing synNotch-CAR T cells enable precise targeting and clearance of diffuse midline glioma in multiple preclinical models.
Science translational medicine
66.0