Auto-segmentation of Adult-Type Diffuse Gliomas: Comparison of Transfer Learning-Based Convolutional Neural Network Model vs. Radiologistsdoi:10.1007/s10278-024-01044-7GliomaBraTSDeep learningSegmentationSegmentation of glioma is crucial for quantitative brain tumor assessment, to guide therapeutic research ...
which is an expensive and time-consuming procedure. Determining the tumor types directly from whole-slide images (WSIs) is of great value for glioma diagnosis. This study presents an integrated diagnosis model for automatic classification of diffuse gliomas from annotation-free standard...
Diffuse intrinsic pontine glioma: poised for progress. Front. Oncol. 2, 205 (2012). PubMed PubMed Central Google Scholar Cage, T. et al. Feasibility, safety, and indications for surgical biopsy of intrinsic brainstem tumors in children. Child. Nerv. Syst. 29, 1313–1319 (2013). Article...
Segmentation of glioma is crucial for quantitative brain tumor assessment, to guide therapeutic research and clinical management, but very time-consuming. Fully automated tools for the segmentation of multi-sequence MRI are needed. We developed and pretrained a deep learning (DL) model using publicly...
Scientific Article | Diffusely infiltrating gliomas are associated with high morbidity and mortality due to the infiltrative nature of tumor spread.
The Chinese Glioma Cooperative Group (CGCG) Guideline Panel for adult diffuse gliomas provided recommendations for diagnostic and therapeutic procedures. The Panel covered all fields of expertise in neuro-oncology, i.e. neurosurgeons, neurologists, neuropathologists, neuroradiologists, radiation and medica...
In immunocompetent patients, 90% of these are diffuse large B-cell lymphoma and 60% are supratentorial.9,10 Patients are seen with progressive symptoms based on the location of the tumor, and the time course is generally much shorter than this patient’s 10-month progression. Primary central ...
Adult medulloblastomas are clinically and molecularly understudied due to their rarity. We performed molecular grouping, targeted sequencing, and TERT promoter Sanger sequencing on a cohort of 99 adult medulloblastomas. SHH made up 50% of the cohort, whe
KRAS (mutated vs wild type) 0.124 0.725 RUNX1 (mutated vs wild type) 0.288 0.591 IDH2 (mutated vs wild type) 4.985 0.026 TET2 (mutated vs wild type) 0.122 0.727 WBC, white blood cell; HB, hemoglobin; PLT, platelet; CR, first induction therapy complete remission; p, p-value. Multivar...
cIMPACT-NOW Update 3 recommended TERT promoter mutations as one of the three criteria (the other two being either EGFR amplifi- cation or combined whole chromosome 7 gain/chromo- some 10 loss) to diagnosis "Diffuse astrocytic glioma, IDH-wildtype, with molecular features of glioblastoma, WHO ...