AIMC Topic: Medulloblastoma

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Study on Contribution of Biological Interpretable and Computer-Aided Features Towards the Classification of Childhood Medulloblastoma Cells.

Journal of medical systems Jul 4, 2018
Diagnosis and Prognosis of brain tumour in children is always a critical case. Medulloblastoma is that subtype of brain tumour which occurs most frequently amongst children. Post-operation, the classification of its subtype is most vital for further ...
Humans Algorithms Child Support Vector Machine Principal Component Analysis Cerebellar Neoplasms Medulloblastoma
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Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors.

Neuro-oncology Feb 1, 2022
BACKGROUND: Longitudinal measurement of tumor burden with magnetic resonance imaging (MRI) is an essential component of response assessment in pediatric brain tumors. We developed a fully automated pipeline for the segmentation of tumors in pediatric...
Humans Prospective Studies Deep Learning Child Image Processing, Computer-Assisted Glioma Magnetic Resonance Imaging Tumor Burden Cerebellar Neoplasms Medulloblastoma
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