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Application of Deep Learning Methods to Processing of Noisy Medical Video Data
Cells count become a challenging problem when the cells move in a continuous stream, and their boundaries are difficult for visual detection.
Awareness of uncertainty in classification using a multivariate model and multi-views
The proposed model regularizes uncertain predictions, and trains to calculate both the predictions and their uncertainty estimations.
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