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08/04/2020
COVID-19 in CXR: from Detection and Severity Scoring to Patient Disease Monitoring
In this work, we estimate the severity of pneumonia in COVID-19 patients...
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04/06/2020
Coronavirus Detection and Analysis on Chest CT with Deep Learning
The outbreak of the novel coronavirus, officially declared a global pand...
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03/20/2020
Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data
In this paper, we present a deep learning-based image processing techniq...
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03/10/2020
Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection Patient Monitoring using Deep Learning CT Image Analysis
Purpose: Develop AI-based automated CT image analysis tools for detectio...
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06/03/2019
Deep Feature Learning from a Hospital-Scale Chest X-ray Dataset with Application to TB Detection on a Small-Scale Dataset
The use of ImageNet pre-trained networks is becoming widespread in the m...
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10/14/2018