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About Unveiling COVID-19 From Chest X-Ray With Deep Learning A Hurdles Race With Small Data
This document summarizes a study that evaluated using deep learning to classify COVID-19 cases from chest x-ray images. It notes that chest x-rays can show early signs of COVID-19 but findings are non-specific. The study aims to provide insights on reasonable expectations for deep learning performance given the small size of publicly available COVID-19 chest x-ray datasets and warns of potential bias from using larger non-COVID chest x-ray datasets for transfer learning. It contributes results on a medium-sized dataset of COVID-19 chest x-rays collected in Italy and aims to validate preliminary results in the scientific community.
Detailed Information
| Author: | ['Younes'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 10 |
| Language: | English |
| Format: | |
| Price: | FREE |
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