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Danilo Silva

Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach

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Jul 19, 2024
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Optical Image-to-Image Translation Using Denoising Diffusion Models: Heterogeneous Change Detection as a Use Case

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Apr 17, 2024
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Selective Prediction for Semantic Segmentation using Post-Hoc Confidence Estimation and Its Performance under Distribution Shift

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Feb 16, 2024
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Does pre-training on brain-related tasks results in better deep-learning-based brain age biomarkers?

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Jul 11, 2023
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Improving selective classification performance of deep neural networks through post-hoc logit normalization and temperature scaling

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May 24, 2023
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Towards fully automated deep-learning-based brain tumor segmentation: is brain extraction still necessary?

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Dec 14, 2022
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Predição de Incidência de Lesão por Pressão em Pacientes de UTI usando Aprendizado de Máquina

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Dec 23, 2021
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Predição da Idade Cerebral a partir de Imagens de Ressonância Magnética utilizando Redes Neurais Convolucionais

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Dec 23, 2021
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Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes

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Jul 29, 2020
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