Automatic Segmentation of Finger Bone Regions from CR Images Using Improved DeepLabv3

The number of hospitalized patients and the number of people requiring nursing care are serious social problems in Japan due to the increasing elderly population. The major causes of bedridden patients are bone and joint disorders caused by rheumatoid arthritis and osteoporosis. Early detection and...

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Veröffentlicht in:	International Conference on Control, Automation and Systems (Online) S. 1788 - 1791
Hauptverfasser:	Ono, Hikaru, Murakami, Seiichi, Kamiya, Tohru, Aoki, Takatoshi
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ICROS 12.10.2021
Schlagworte:	Bones Computer-Aided Diagnosis System DeepLabv3+ Convolutional Neural Network Image segmentation Imaging Medical services Osteoporosis Rheumatoid Arthritis Segmentation Sociology Visualization
ISSN:	2642-3901
Online-Zugang:	Volltext
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