Bone Metastasis Detection in the Chest and Pelvis from a Whole-Body Bone Scan Using Deep Learning and a Small Dataset

Bone Metastasis Detection in the Chest and Pelvis from a Whole-Body Bone Scan Using Deep Learning and a Small Dataset

The aim of this study was to establish an early diagnostic system for the identification of the bone metastasis of prostate cancer in whole-body bone scan images by using a deep convolutional neural network (D-CNN). The developed system exhibited satisfactory performance for a small dataset containi...

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Bibliographic Details
Main Authors: Da-Chuan Cheng, Chia-Chuan Liu, Te-Chun Hsieh, Kuo-Yang Yen, Chia-Hung Kao
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Electronics
Subjects:
bone metastasis
deep learning
hard example mining
Online Access:https://www.mdpi.com/2079-9292/10/10/1201

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