Robust multi-modal prostate cancer classification via feature autoencoder and dual attention

Prostate cancer is the second leading cause of cancer death in men. At present, the methods for classifying early cancer grades on MRI images are mainly focused on single image modality and with low robustness. Therefore, this paper focuses on exploring the method of classifying cancer grades on mul...

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Bibliographic Details
Main Authors: Bochong Li, Ryo Oka, M.D, Ping Xuan, Yuichiro Yoshimura, PhD, Toshiya Nakaguchi
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914822000727