Breast mass lesion area detection method based on an improved YOLOv8 model

Breast mass lesion area detection method based on an improved YOLOv8 model

Breast cancer has a very high incidence rate worldwide, and effective screening and early diagnosis are particularly important. In this paper, two improved You Only Look Once version 8 (YOLOv8) models, the YOLOv8-GHOST and YOLOv8-P2 models, are proposed to address the difficulty of distinguishing le...

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Bibliographic Details
Main Authors: Yihua Lan, Yingjie Lv, Jiashu Xu, Yingqi Zhang, Yanhong Zhang
Format: Article
Language:English
Published: AIMS Press 2024-10-01
Series:Electronic Research Archive
Subjects:
yolov8
deep learning
breast cancer
target detection
convolutional neural network
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2024270
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https://www.aimspress.com/article/doi/10.3934/era.2024270

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