New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

The spread of new coronary pneumonia, the world has more than 204,000 people have been confirmed infected with the new coronavirus, the death toll of more than 8,200 people. Different people are responding to the outbreak in different ways. And computer scientists and machine learning researchers are responding to the epidemic in a way they know it is: compiling data sets and building algorithms to learn from them.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

Google’s data science competition platform, Kaggle, already has a COVID-19 case data set and is updated daily. The data are reliable, including the patient’s age, location, when symptoms begin, time of exposure, time to enter the hospital, and so on. More than 400 people used the data in their analysis.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

https://www.kaggle.com/sudalairajkumar/novel-corona-virus-2019-dataset

A researcher at the University of Montreal collected and published a database that included dozens of CT scans and chest X-rays. These images were taken from open disease studies.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

https://github.com/ieee8023/covid-chestxray-dataset/blob/master/README.md?fbclid=IwAR30yTGBr55WXdCngCoICDENHycmdL2bGwlvl1ckdZM-ucjGH10Uakz7khk

Johns Hopkins University has created an impressive dashboard that contains reliable data from sources and is regularly updated to show the world the spread of disease and mortality. Code that can be copied and modified is available on GitHub.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6

Other data sets come directly from hospitals treating patients, which have quickly tried to change machine learning models to help doctors find signs of disease.

Here are some of these papers:

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

Address: https://arxiv.org/abs/2003.04655v2

Paper title: Deep learning quantitative study of COVID-19 lung infection in CT images

Shanghai researchers designed a system that, along with manual checks, could reduce the time it takes to analyze CT images from hours to about four minutes.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

Address: https://arxiv.org/abs/2003.05037v1

Paper title: Coronary virus (COVID-19) pandemic fast AI development cycle: the use of deep learning CT image analysis for automatic detection and initial results of patient monitoring

The paper also claims to detect the presence of COVID-19, and to visualize the effects of the virus on the lungs to track disease progression over time.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

Address: https://arxiv.org/abs/2002.05534v1

Title: Abnormal Breathing Pattern Classifiers May Help To Screen COVID-19 Infections on an Accurate and Unobstructed Scale

Here, the researchers looked for an auditory method to screen COVID-19 by analyzing a person’s breathing rate. The study is inconclusive, but it is a new way to test the virus in less invasive ways.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

Address: https://arxiv.org/ftp/arxiv/papers/2002/2002.09334.pdf

Paper Title: Deep Learning System Screening 2019 New Coronary Pneumonia

The work attempted to distinguish between pneumonia in PATIENTS WITH COVID-19 from common influenza.

New Corona CT image analysis takes just 4 minutes, computer scientists have developed these ultimate weapons of war.

Address of the paper:

https://www.medrxiv.org/content/10.1101/2020.02.27.20028027v2.full.pdf

Title: Predicting the Criticality of Severe Covid-19 Infection Patients using the following three clinical characteristics: Clinical Data Prediction Model based on Machine Learning in Wuhan

Using electronic health records from nearly 3,000 patients in Wuhan, the researchers built an algorithm that predicted the accuracy of the survival rate of patients with severe illness estowasto.