HIMS-Net: Horizontal-vertical interaction and multiple side-outputs network for cyst segmentation in jaw images

HIMS-Net: Horizontal-vertical interaction and multiple side-outputs network for cyst segmentation in jaw images

Jaw cysts are mainly caused by abnormal tooth development, chronic oral inflammation, or jaw damage, which may lead to facial swelling, deformity, tooth loss, and other symptoms. Due to the diversity and complexity of cyst images, deep-learning algorithms still face many difficulties and challenges....

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Bibliographic Details
Main Authors: Xiaoliang Jiang, Huixia Zheng, Zhenfei Yuan, Kun Lan, Yaoyang Wu
Format: Article
Language:English
Published: AIMS Press 2024-02-01
Series:Mathematical Biosciences and Engineering
Subjects:
jaw cyst
image segmentation
horizontal-vertical interaction
feature-fused unit
multiple side-outputs
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2024178?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2024178?viewType=HTML

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