J
Joanna Zambonelli
Researcher at Medical University of Warsaw
Publications - 2
Citations - 114
Joanna Zambonelli is an academic researcher from Medical University of Warsaw. The author has contributed to research in topics: Deep learning & Active learning. The author has an hindex of 2, co-authored 2 publications receiving 52 citations.
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ARA: accurate, reliable and active histopathological image classification framework with Bayesian deep learning
TL;DR: This work proposes an accurate, reliable and active (ARA) image classification framework and introduces a new Bayesian Convolutional Neural Network (ARA-CNN) for classifying histopathological images of colorectal cancer, which achieves exceptional classification accuracy, outperforming other models trained on the same dataset.
Posted ContentDOI
ARA: accurate, reliable and active histopathological image classification framework with Bayesian deep learning
TL;DR: This work proposes an accurate, reliable and active (ARA) image classification framework and introduces a new Bayesian Convolutional Neural Network (ARA-CNN) for classifying histopathological images of colorectal cancer, which achieves exceptional classification accuracy, outperforming other models trained on the same dataset.