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

delete2026-03-06
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PRE
AI
W
Weiqi Li
李永豪 cover
李永豪 (Yonghao Li)
H
Haoyuan Chen
L
Long Yang
L
Lin Wu
Z
Zhenhui Li
J
Jing Ke
D
Dinggang Shen
DOI:10.1016/j.media.2026.104018delete
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Abstract

Abstract

En 中文
• PathoLIC: learning-based adaptive compression preserving key pathology content. • Attention-based redundancy reduction across correlated WSI patches. • Structured bitstream enables efficient WSI storage and workflow compatibility.
Keywords:
PathoLIC
adaptive compression
whole slide images
attention mechanism
structured bitstream

Journal

Medical Image Analysis cover
Medical Image Analysis
IF:
11.8
Papers:
3.9K
Citations:
2.4W

Organization

S
Shanghaitech University
Scholars:
666
Papers: 201
Citations: 0
S
shanghai jiao tong university
Scholars:
15.7W
Papers: 11.7W
Citations: 159
Y
Yunnan Cancer Hospital
Scholars:
65
Papers: 26
Citations: 0
Y
Yunnan Cancer Center
Scholars:
14
Papers: 5
Citations: 0
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