Detection and localization of hand fractures based on GA_Faster R-CNN

Detection and localization of hand fractures based on GA_Faster R-CNN

X-ray imaging is the primary diagnostic tool for clinical diagnosis of suspected fracture. Hand fracture (HF) is a world-leading health problem for children, adolescents and the elderly. A missed diagnosis of hand fracture on radiography may lead to severe consequences for patients, resulting in del...

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Bibliographic Details
Main Authors: Linyan Xue, Weina Yan, Ping Luo, Xiongfeng Zhang, Tetiana Chaikovska, Kun Liu, Wenshan Gao, Kun Yang
Format: Article
Language:English
Published: Elsevier 2021-10-01
Series:Alexandria Engineering Journal
Subjects:
hand fracture (HF)
Computer-aided diagnosis (CAD)
Convolutional neural network (CNN)
Guided anchoring
Feature pyramid network (FPN)
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016821001605

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http://www.sciencedirect.com/science/article/pii/S1110016821001605

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