3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma

3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma

Immunotherapy is regarded as one of the most significant breakthroughs in cancer treatment. Unfortunately, only a small percentage of patients respond properly to the treatment. Moreover, to date, there are no efficient bio-markers able to early discriminate the patients eligible for this treatment....

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Bibliographic Details
Main Authors: Francesco Rundo, Giuseppe Luigi Banna, Luca Prezzavento, Francesca Trenta, Sabrina Conoci, Sebastiano Battiato
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Journal of Imaging
Subjects:
3D-CNN
immunotherapy
radiomics
self-attention
Online Access:https://www.mdpi.com/2313-433X/6/12/133

Internet

https://www.mdpi.com/2313-433X/6/12/133

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