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Jun, 2023
探索图像分辨率对胸部X射线分类性能的影响
Exploring the Impact of Image Resolution on Chest X-ray Classification Performance
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Alessandro Wollek, Sardi Hyska, Bastian Sabel, Michael Ingrisch, Tobias Lasser
TL;DR
本研究探讨了影像分辨率对胸部 X 光分类性能的影响,使用 ChestX-ray14 数据集,结果显示较高分辨率的图像,特别是 $1024 imes1024$ 像素,在大多数病理类别中具有最佳的分类表现。
Abstract
deep learning
models for
image classification
have often used a
resolution
of $224\times224$ pixels for computational reasons. This study
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