LAUSR

Deep radiomic signature with immune cell markers predicts the survival of glioma patients

Sign Up to like & get
recommendations!
2 Published in 2022 at "Neurocomputing"

DOI: 10.1016/j.neucom.2020.10.117

Abstract: Abstract Imaging biomarkers offer a non-invasive way to predict the response of immunotherapy prior to treatment. In this work, we propose a novel type of deep radiomic features (DRFs) computed from a convolutional neural network… read more here.

Keywords: immune cell; deep radiomic; radiomic signature; cell markers ... See more keywords

Deep Radiomic Analysis Based on Modeling Information Flow in Convolutional Neural Networks

Sign Up to like & get
recommendations!
0 Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2930238

Abstract: This paper proposes a novel image feature set based on a principled information theoretic analysis of the convolutional neural network (CNN). The output of convolutional filters is modeled as a random variable conditioned on the… read more here.

Keywords: deep radiomic; feature; analysis based; convolutional neural ... See more keywords