Impact of input image resolution in medical X-ray images on effectiveness of YOLO network for recognition of intertrochanteric fractures

Impact of input image resolution in medical X-ray images on effectiveness of YOLO network for recognition of intertrochanteric fractures

Objective To explore the effect of various input resolution of X-ray images on the performance of the You Only Look Once (YOLO) network in recognition of intertrochanteric fractures. Methods X-ray anteroposterior data of the patients with intertrochanteric fractures admitted in Army Medical Center...

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Bibliographic Details
Main Authors: LIU Xuesi, DU Zhenwei, NIE Rui
Format: Article
Language:zho
Published: Editorial Office of Journal of Army Medical University 2023-11-01
Series:陆军军医大学学报
Subjects:
intertrochanteric fractures
ao/ota fracture and dislocation classification
object detection
x-ray
yolo
Online Access:http://aammt.tmmu.edu.cn/html/202307027.htm

Internet

http://aammt.tmmu.edu.cn/html/202307027.htm

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