Differentiation of glioblastoma from solitary brain metastases using radiomic machine-learning classifiers.
Sign Up to like & getrecommendations! Published in 2019 at "Cancer letters"
DOI: 10.1016/j.canlet.2019.02.054
Abstract: This study aimed to identify the optimal radiomic machine-learning classifier for differentiating glioblastoma (GBM) from solitary brain metastases (MET) preoperatively. Four hundred and twelve patients with solitary brain tumors (242 GBM and 170 solitary brain… read more here.
Keywords: brain metastases; machine learning; radiomic machine; brain ... See more keywords
Differentiation of Glioblastoma and Solitary Brain Metastasis by Gradient of Relative Cerebral Blood Volume in the Peritumoral Brain Zone Derived from Dynamic Susceptibility Contrast Perfusion Magnetic Resonance Imaging
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Computer Assisted Tomography"
DOI: 10.1097/rct.0000000000000771
Abstract: Objective The purpose of our study was to evaluate the efficacy of the relative cerebral blood volume (rCBV) gradient in the peritumoral brain zone (PBZ)—the difference in the rCBV values from the area closest to… read more here.
Keywords: rcbv gradient; solitary brain; relative cerebral; tumor ... See more keywords
Glioblastoma versus solitary brain metastasis: MRI differentiation using the edema perfusion gradient
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Neuroimaging"
DOI: 10.1111/jon.12920
Abstract: Differentiation between glioblastoma multiforme (GBM) and solitary brain metastasis (SBM) remains a challenge in neuroradiology with up to 40% of the cases to be incorrectly classified using only conventional MRI. The inclusion of perfusion MRI… read more here.
Keywords: differentiation; solitary brain; brain metastasis; perfusion ... See more keywords
Minimizing Intracranial Disease Before Stereotactic Radiation in Single or Solitary Brain Metastases.
Sign Up to like & getrecommendations! Published in 2023 at "Neurosurgery"
DOI: 10.1227/neu.0000000000002491
Abstract: BACKGROUND Stereotactic radiotherapy (SRT) in multiple fractions (typically ≤5) can effectively treat a wide range of brain metastases, including those less suitable for single-fraction stereotactic radiosurgery (SRS). Prior prospective studies on surgical resection with stereotactic… read more here.
Keywords: brain metastases; single solitary; brain; solitary brain ... See more keywords
Development and Validation of a Deep Learning–Based Model to Distinguish Glioblastoma from Solitary Brain Metastasis Using Conventional MR Images
Sign Up to like & getrecommendations! Published in 2021 at "American Journal of Neuroradiology"
DOI: 10.3174/ajnr.a7003
Abstract: A deep learning-based model may be a supportive tool for preoperative discrimination between glioblastoma and solitary brain metastasis using conventional MR images. BACKGROUND AND PURPOSE: Differentiating glioblastoma from solitary brain metastasis preoperatively using conventional MR… read more here.
Keywords: deep learning; solitary brain; glioblastoma solitary; brain metastasis ... See more keywords
Differentiating Glioblastomas from Solitary Brain Metastases: An Update on the Current Literature of Advanced Imaging Modalities
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DOI: 10.3390/cancers13122960
Abstract: Simple Summary The process of differentiating glioblastomas from solitary brain metastases is often difficult using traditional magnetic resonance imaging alone. In the past two decades, much progress has been made in devising advanced imaging modalities… read more here.
Keywords: brain metastases; glioblastomas solitary; advanced imaging; imaging modalities ... See more keywords
The Application of DTCWT on MRI-Derived Radiomics for Differentiation of Glioblastoma and Solitary Brain Metastases
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Personalized Medicine"
DOI: 10.3390/jpm12081276
Abstract: Background: While magnetic resonance imaging (MRI) is the imaging modality of choice for the evaluation of patients with brain tumors, it may still be challenging to differentiate glioblastoma multiforme (GBM) from solitary brain metastasis (SBM)… read more here.
Keywords: solitary brain; brain; differentiation glioblastoma; mri ... See more keywords