Glioma brain tumor detection and segmentation using weighting random forest classifier with optimized ant colony features
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22331
Abstract: The uncontrolled growth of cells in brain regions leads to the tumor regions and these abnormal tumor regions are scanned by magnetic resonance imaging (MRI) technique as an image. This paper proposes random forest classifier… read more here.
Keywords: methodology; glioma brain; brain; random forest ... See more keywords
A machine learning classification approach based glioma brain tumor detection
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22590
Abstract: This article develops a computer aided fully automated method for detecting and classifying the glioma brain magnetic resonance imaging (MRI) using machine learning classification approach. The noise contents in source brain MRI image are detected… read more here.
Keywords: image; glioma brain; classification; brain image ... See more keywords
Gliomas Interact with Non-glioma Brain Cells via Extracellular Vesicles.
Sign Up to like & getrecommendations! Published in 2020 at "Cell reports"
DOI: 10.1016/j.celrep.2020.01.089
Abstract: Emerging evidence suggests that crosstalk between glioma cells and the brain microenvironment may influence brain tumor growth. To date, known reciprocal interactions among these cells have been limited to the release of paracrine factors. Combining… read more here.
Keywords: extracellular vesicles; glioma brain; glioma; non glioma ... See more keywords
Machine Learning Applications for Differentiation of Glioma from Brain Metastasis—A Systematic Review
Sign Up to like & getrecommendations! Published in 2022 at "Cancers"
DOI: 10.3390/cancers14061369
Abstract: Simple Summary We present a systematic review of published reports on machine learning (ML) applications for the differentiation of gliomas from brain metastases by summarizing study characteristics, strengths, and pitfalls. Based on these findings, we… read more here.
Keywords: brain metastasis; differentiation; glioma brain; brain ... See more keywords