MIL-CT: Multiple Instance Learning via a Cross-Scale Transformer for Enhanced Arterial Light Reflex Detection

MIL-CT: Multiple Instance Learning via a Cross-Scale Transformer for Enhanced Arterial Light Reflex Detection

One of the early manifestations of systemic atherosclerosis, which leads to blood circulation issues, is the enhanced arterial light reflex (EALR). Fundus images are commonly used for regular screening purposes to intervene and assess the severity of systemic atherosclerosis in a timely manner. Howe...

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Bibliographic Details
Main Authors: Yuan Gao, Chenbin Ma, Lishuang Guo, Xuxiang Zhang, Xunming Ji
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Bioengineering
Subjects:
deep learning
multiple instance learning
cross-scale transformer
arteriosclerosis
fundus image
Online Access:https://www.mdpi.com/2306-5354/10/8/971

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https://www.mdpi.com/2306-5354/10/8/971

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