A Content-Aware Variable-Rate Framework for Pathology Learned Image Compression (PathoLIC)

Weiqi Li

doi:10.1016/j.media.2026.104018

2026-03-06

PRE

DOI：10.1016/j.media.2026.104018

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摘要

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• PathoLIC：基于学习的自适应压缩，保留关键病理学内容。 • 基于注意力机制的相关WSI图像块冗余降低。 • 结构化比特流实现高效的WSI存储和流程兼容性。

Keyword:

PathoLIC

adaptive compression

whole slide images

attention mechanism

structured bitstream

期刊

Medical Image Analysis

IF:

11.8

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3.9K

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2.4W

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Shanghaitech University

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666

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shanghai jiao tong university

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15.7W

论文数: 11.7W

被引数: 159

Yunnan Cancer Hospital

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论文数: 26

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Yunnan Cancer Center

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论文数: 5

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