Time-to-event overall survival prediction in glioblastoma multiforme patients using magnetic resonance imaging radiomics
Abstract Purpose Glioblastoma Multiforme (GBM) represents the predominant aggressive
primary tumor of the brain with short overall survival (OS) time. We aim to assess the …
primary tumor of the brain with short overall survival (OS) time. We aim to assess the …
Construction of machine learning-based models for cancer outcomes in low and lower-middle income countries: A sco** review
Background The impact and utility of machine learning (ML)-based prediction tools for
cancer outcomes including assistive diagnosis, risk stratification, and adjunctive decision …
cancer outcomes including assistive diagnosis, risk stratification, and adjunctive decision …
Machine Learning in Magnetic Resonance Images of Glioblastoma: A Review
Background: The purpose of this work was to identify which Glioblastoma (GBM) problems
can be handled by Magnetic Resonance Imaging (MRI) and Machine Learning (ML) …
can be handled by Magnetic Resonance Imaging (MRI) and Machine Learning (ML) …
Machine Learning Algorithms for Radiogenomics: Application to Prediction of the MGMT promoter methylation status in mpMRI scans
M Karami - 2022 - webthesis.biblio.polito.it
Glioblastomas are the most aggressive and destructive forms of solid brain tumors of the
central nervous system. Despite aggressive multimodal treatment approaches, the overall …
central nervous system. Despite aggressive multimodal treatment approaches, the overall …
Survival and grade of the glioma prediction using transfer learning
Glioblastoma is a highly malignant brain tumor with a life expectancy of only 3–6 months
without treatment. Detecting and predicting its survival and grade accurately are crucial. This …
without treatment. Detecting and predicting its survival and grade accurately are crucial. This …
Predictive value of MRI features on glioblastoma
X Ma, J Liu - European Radiology, 2023 - Springer
Glioblastoma multiforme (GBM) is the most common primary intracranial malignancy, and its
treatment is a global challenge [1]. Its low survival rate and high recurrence rate bring great …
treatment is a global challenge [1]. Its low survival rate and high recurrence rate bring great …
Radiomics in IOERT of Unilateral Breast Cancer as a Biological Dosimetry.
Abstract Introduction: In this study, Radiomic features analysis of CT scan images of the
irradiated breast compared to the contralateral breast after a 12 Gy boost radiation dose in …
irradiated breast compared to the contralateral breast after a 12 Gy boost radiation dose in …