Monte Carlo Dropout for Uncertainty Analysis and ECG Trace Image Classification

Author:

Islam Md. FarhadulORCID,Zabeen SarahORCID,Mehedi Md. Humaion KabirORCID,Iqbal ShadabORCID,Rasel Annajiat AlimORCID

Publisher

Springer International Publishing

Reference21 articles.

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3. Tajbakhsh, N., et al.: Convolutional neural networks for medical image analysis: fine tuning or full training? IEEE Trans. Med. Imaging 35, 1 (2016)

4. Begoli, E., Bhattacharya, T., Kusnezov, D.F.: The need for uncertainty quantification in machine-assisted medical decision making. Nat. Mach. Intell. 1, 20–23 (2019)

5. Neal, R.: Bayesian Learning via Stochastic Dynamics. In: Hanson, S., Cowan, J., Giles, C. (eds.) Advances in Neural Information Processing Systems, vol. 5. Morgan-Kaufmann (1992). https://proceedings.neurips.cc/paper/1992/file/f29c21d4897f78948b91f03172341b7b-Paper.pdf

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1. Exploring Node Classification Uncertainty in Graph Neural Networks;Proceedings of the 2023 ACM Southeast Conference;2023-04-12

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