SOCR‐YOLO: Small Objects Detection Algorithm in Medical Images

ABSTRACT In the field of medical image analysis, object detection plays a crucial role by providing interpretable diagnostic information to healthcare professionals. Although current object detection models have achieved remarkable success in conventional images, their performance in detecting abnor...

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Bibliographic Details
Published in:	International journal of imaging systems and technology Vol. 34; no. 4
Main Authors:	Liu, Yongjie, Li, Yang, Jiang, Mingfeng, Wang, Shuchao, Ye, Shitai, Walsh, Simon, Yang, Guang
Format:	Journal Article
Language:	English
Published:	Hoboken, USA John Wiley & Sons, Inc 01.07.2024 Wiley Subscription Services, Inc
Subjects:	Abnormalities Accuracy Algorithms Anomalies Brain Chest high‐resolution image Image analysis Lesions medical image analysis Medical imaging multiscale feature object detection Object recognition Parameterization Tumors YOLOv8
ISSN:	0899-9457, 1098-1098
Online Access:	Get full text
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