Search Results for author: Zissimos Mourelatos

Found 2 papers, 0 papers with code

Prediction of overall survival and molecular markers in gliomas via analysis of digital pathology images using deep learning

no code implementations19 Sep 2019 Saima Rathore, Muhammad Aksam Iftikhar, Zissimos Mourelatos

In this paper, we developed a computational approach based on deep learning to predict the overall survival and molecular subtypes of glioma patients from microscopic images of tissue biopsies, reflecting measures of microvascular proliferation, mitotic activity, nuclear atypia, and the presence of necrosis.

Survival Prediction whole slide images

Radiopathomics: Integration of radiographic and histologic characteristics for prognostication in glioblastoma

no code implementations17 Sep 2019 Saima Rathore, Muhammad A. Iftikhar, Metin N. Gurcan, Zissimos Mourelatos

An extensive set of engineered features was extracted from delineated tumor regions in Rad images, comprising T1, T1-Gd, T2, T2-FLAIR, and 100 random patches extracted from Path images.

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