Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

<p dir="ltr">Mutations in isocitrate dehydrogenase genes IDH1 and IDH2 are frequently found in diffuse and anaplastic astrocytic and oligodendroglial tumours as well as in secondary glioblastomas. As IDH is a very important prognostic, diagnostic and therapeutic biomarker for glioma,...

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Bibliographic Details
Main Author: Sidong Liu (1901311) (author)
Other Authors: Zubair Shah (231886) (author), Aydin Sav (2428) (author), Carlo Russo (7259) (author), Shlomo Berkovsky (18622984) (author), Yi Qian (466487) (author), Enrico Coiera (64865) (author), Antonio Di Ieva (14943) (author)
Published: 2020
Subjects:
Biomedical and clinical sciences
Clinical sciences
Oncology and carcinogenesis
Engineering
Biomedical engineering
Information and computing sciences
Machine learning
Adult
Deep Learning
Glioma
Humans
Isocitrate Dehydrogenase
Magnetic Resonance Imaging
Middle Aged
Mutation
Prognosis
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