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Mauro Mendez

University of Toronto

4

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Quantifying uncertainty in machine learning classifiers for medical imaging.

2022 Int. J. Comput. Assist. Radiol. Surg.
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Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images

2021 arXiv: Computer Vision and Pattern Recognition
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Visualization of Layers Within a Convolutional Neural Network Using Gradient Activation Maps

2020
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Assessing and mitigating the effects of class imbalance in machine learning with application to X-ray imaging.

2020 International Journal of Computer Assisted Radiology and Surgery
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