Automated brain histology classification using machine learning

•Convolutional neural networks (CNNs) can detect brain tumors on histology slides.•CNNs can differentiate normal brain, low grade glioma and high grade glioma.•Transfer learning improves CNN accuracy for rare tumors with limited training data.•Automated CNNs can assist pathologists in expediting his...

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Veröffentlicht in:	Journal of clinical neuroscience 2019-08, Vol.66, p.239-245
Hauptverfasser:	Ker, Justin, Bai, Yeqi, Lee, Hwei Yee, Rao, Jai, Wang, Lipo
Format:	Artikel
Sprache:	eng
Schlagworte:	Automated medical diagnosis Brain histology Convolutional neural networks Glioma histology Machine learning
Online-Zugang:	Volltext
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