A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer

A Multimodal Ensemble Driven by Multiobjective Optimisation to Predict Overall Survival in Non-Small-Cell Lung Cancer

Lung cancer accounts for more deaths worldwide than any other cancer disease. In order to provide patients with the most effective treatment for these aggressive tumours, multimodal learning is emerging as a new and promising field of research that aims to extract complementary information from the...

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Bibliographic Details
Main Authors: Camillo Maria Caruso, Valerio Guarrasi, Ermanno Cordelli, Rosa Sicilia, Silvia Gentile, Laura Messina, Michele Fiore, Claudia Piccolo, Bruno Beomonte Zobel, Giulio Iannello, Sara Ramella, Paolo Soda
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Journal of Imaging
Subjects:
multimodal deep learning
multiexpert systems
optimisation
convolutional neural networks
precision medicine
oncology
Online Access:https://www.mdpi.com/2313-433X/8/11/298

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