Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 7th International Workshop, Unsure 2025, Held in Conjunction with Miccai 2025
暫譯: 醫學影像中機器學習安全應用的不確定性：第七屆國際研討會，Unsure 2025，與Miccai 2025同時舉行

Sudre, Carole H., Hoque, Mobarak I., Mehta, Raghav

Uncertainty for Safe Utilization of Machine Learning in Medical Imaging: 7th International Workshop, Unsure 2025, Held in Conjunction with Miccai 2025
  • 出版商: Springer
  • 出版日期: 2025-09-29
  • 售價: $2,820
  • 貴賓價: 9.8 折 $2,764
  • 語言: 英文
  • 頁數: 246
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3032065925
  • ISBN-13: 9783032065926
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

This book constitutes the refereed proceedings of the 7th Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, UNSURE 2025, held in conjunction with MICCAI 2025, in Daejon, South Korea, on September 27, 2025.

The 22 full papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in topical sections as follows: Risk management, uncertainty interpretation and visualisation; domain shift and out-of-distribution management; uncertainty calibration; and uncertainty modelling and estimation, Bayesian deep learning.

商品描述(中文翻譯)

本書為第七屆醫學影像中機器學習安全利用不確定性研討會（UNSURE 2025）的經過審稿的會議論文集，該研討會於2025年9月27日在南韓大田舉行，與MICCAI 2025同時舉辦。

本書收錄的22篇完整論文是從33篇投稿中仔細審核和選出的。這些論文依主題分為以下幾個部分：風險管理、不確定性解釋與可視化；領域轉移與分佈外管理；不確定性校準；以及不確定性建模與估計、貝葉斯深度學習。

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