Uncertainty for safe utilization of ...
UNSURE (Workshop) (2022 :)

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  • Uncertainty for safe utilization of machine learning in medical imaging = 4th International Workshop, UNSURE 2022, held in conjunction with MICCAI 2022, Singapore, September 18, 2022 : proceedings /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Uncertainty for safe utilization of machine learning in medical imaging/ edited by Carole H. Sudre ... [et al.].
    其他題名: 4th International Workshop, UNSURE 2022, held in conjunction with MICCAI 2022, Singapore, September 18, 2022 : proceedings /
    其他題名: UNSURE 2022
    其他作者: Sudre, Carole H.
    團體作者: UNSURE (Workshop)
    出版者: Cham :Springer Nature Switzerland : : 2022.,
    面頁冊數: x, 147 p. :ill. (some col.), digital ;24 cm.
    內容註: Uncertainty Modelling -- MOrphologically-aware Jaccard-based ITerative Optimization (MOJITO) for Consensus Segmentation -- Quantification of Predictive Uncertainty via Inference-Time Sampling -- Uncertainty categories in medical image segmentation: a study of source-related diversity -- On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation -- What Do Untargeted Adversarial Examples Reveal In Medical Image Segmentation? -- Uncertainty calibration -- Improved post-hoc probability calibration for out-of-domain MRI segmentation -- Improving error detection in deep learning-based radiotherapy autocontouring using Bayesian uncertainty -- A Plug-and-Play Method to Compute Uncertainty -- Calibration of Deep Medical Image Classifiers: An Empirical Comparison using Dermatology and Histopathology Datasets -- Annotation uncertainty and out of distribution management -- nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods -- Generalized Probabilistic U-Net for medical image segmentation -- Joint paraspinal muscle segmentation and inter-rater labeling variability prediction with multi-task TransUNet -- Information Gain Sampling for Active Learning in Medical Image Classification.
    Contained By: Springer Nature eBook
    標題: Diagnostic imaging - Congresses. - Data processing -
    電子資源: https://doi.org/10.1007/978-3-031-16749-2
    ISBN: 9783031167492
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W9445494 電子資源 11.線上閱覽_V 電子書 EB RC78.7.D53 U57 2022 一般使用(Normal) 在架 0
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