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Uncertainty for Safe Utilization of Machine Learning in Medical Imaging [E-Book] : 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings /
Table of Contents: ... 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...

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Data Augmentation, Labelling, and Imperfections [E-Book] : Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings /
Table of Contents: ... Modality -- CTooth+: A Large-scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation -- Noisy Label Classification using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning -- CSGAN...

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Artificial Intelligence [E-Book] : Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part I /
Fang, Lu
2022
Table of Contents: ... Competitive-Collaborative Representation Based Classifier for Imbalanced Data Classification -- Hierarchical Graph Representation Learning with Structural Attention for Graph Classification.-Photovolt Spots Detection Based on Kernel Entropy Component Analysis...

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Artificial Intelligence [E-Book] : Second CAAI International Conference, CICAI 2022, Beijing, China, August 27-28, 2022, Revised Selected Papers, Part II /
Fang, Lu
2022
Table of Contents: ... Competitive-Collaborative Representation Based Classifier for Imbalanced Data Classification -- Hierarchical Graph Representation Learning with Structural Attention for Graph Classification.-Photovolt Spots Detection Based on Kernel Entropy Component Analysis...

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