Comparison of deep learning, radiomics and subjective assessment of chest CT findings in SARS-CoV-2 pneumonia
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DOI: 10.1016/j.clinimag.2021.06.036
Abstract: Purpose Comparison of deep learning algorithm, radiomics and subjective assessment of chest CT for predicting outcome (death or recovery) and intensive care unit (ICU) admission in patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)… read more here.
Keywords: subjective assessment; radiomics subjective; deep learning; comparison deep ... See more keywords
A Comparison of Deep Learning Methods for ICD Coding of Clinical Records
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DOI: 10.3390/app10155262
Abstract: In this survey, we discuss the task of automatically classifying medical documents into the taxonomy of the International Classification of Diseases (ICD), by the use of deep neural networks. The literature in this domain covers… read more here.
Keywords: coding clinical; deep learning; comparison deep; icd coding ... See more keywords
Comparison of Deep Transfer Learning Models for the Quantification of Photoelastic Images
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DOI: 10.3390/app14020758
Abstract: In the realm of geotechnical engineering, understanding the mechanical behavior of soil particles under external forces is paramount. The main topic of this study is how to use deep learning image analysis techniques, especially transfer… read more here.
Keywords: transfer learning; deep transfer; comparison deep; learning models ... See more keywords