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06/15/2022
On Calibrated Model Uncertainty in Deep Learning
Estimated uncertainty by approximate posteriors in Bayesian neural netwo...
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06/15/2022
Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading
Pancreatic cancers have one of the worst prognoses compared to other can...
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03/20/2021
Uncertainty Estimation in SARS-CoV-2 B-cell Epitope Prediction for Vaccine Development
B-cell epitopes play a key role in stimulating B-cells, triggering the p...
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03/22/2020
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection
Deep Learning has achieved state of the art performance in medical imagi...
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09/10/2019
The Prevalence of Errors in Machine Learning Experiments
Context: Conducting experiments is central to research machine learning ...
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09/20/2018
Specimens as research objects: reconciliation across distributed repositories to enable metadata propagation
Botanical specimens are shared as long-term consultable research objects...
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04/22/2018
