id	author	title	date	pages	extension	mime	words	sentences	flesch	summary	cache	txt
cord-296072-w8nwj3u6	Al-karawi, D.	Machine Learning Analysis of Chest CT Scan Images as a Complementary Digital Test of Coronavirus (COVID-19) Patients	2020-04-17		.txt	text/plain	2262	130	53	title: Machine Learning Analysis of Chest CT Scan Images as a Complementary Digital Test of Coronavirus (COVID-19) Patients This paper reports on the development and performance of machine learning schemes for the analysis of Chest CT Scan images of Coronavirus COVID-19 patients and demonstrates significant success in efficiently and automatically testing for COVID-19 infection. In this paper, a new approch based on texture analysis has been develped to distinguish between positive from negative cases using a dataset of COVID-19 Chest CT scan images. These observations were our strong motivation to investigate and design machine learning based schemes using extracted image texture features and test their performances on a sufficiently large dataset of CT scans in terms of distinguishing positive Covid-19 cases from negative ones. We have provided evidences in support of using automatic machine learning for texture analysis of Chest CT scans of suspected COVID-19 patients to complement existing RT-PCR lab testing.	./cache/cord-296072-w8nwj3u6.txt	./txt/cord-296072-w8nwj3u6.txt