[HTML][HTML] Empirical study on classifiers for earlier prediction of COVID-19 infection cure and death rate in the Indian states

P Guleria, S Ahmed, A Alhumam, PN Srinivasu - Healthcare, 2022 - mdpi.com
Machine Learning methods can play a key role in predicting the spread of respiratory
infection with the help of predictive analytics. Machine Learning techniques help mine data …

[HTML][HTML] Prediction of severity of COVID-19-infected patients using machine learning techniques

A Alotaibi, M Shiblee, A Alshahrani - Computers, 2021 - mdpi.com
Precisely assessing the severity of persons with COVID-19 at an early stage is an effective
way to increase the survival rate of patients. Based on the initial screening, to identify and …

COVID-19 mortality prediction among patients using epidemiological parameters: an ensemble machine learning approach

K Chadaga, S Prabhu, S Umakanth, K Bhat… - Engineered …, 2021 - espublisher.com
Abstract Coronavirus infection (COVID-19) is a dangerous disease caused by the severe
acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that has quickly spread all around …

Machine Learning‐Based Model to Predict the Disease Severity and Outcome in COVID‐19 Patients

SS Aljameel, IU Khan, N Aslam, M Aljabri… - Scientific …, 2021 - Wiley Online Library
The novel coronavirus (COVID‐19) outbreak produced devastating effects on the global
economy and the health of entire communities. Although the COVID‐19 survival rate is high …

Classifying the mortality of people with underlying health conditions affected by COVID‐19 using machine learning techniques

R Mustafa A. Mohammad, M Aljabri… - … Intelligence and Soft …, 2022 - Wiley Online Library
The COVID‐19 pandemic has greatly affected populations worldwide and has posed a
significant challenge to medical systems. With the constant increase in the number of severe …

A classification approach for predicting COVID-19 Patient's survival outcome with machine learning techniques

AA Osi, M Abdu, U Muhammad, A Ibrahim, LA Isma'il… - MedRxiv, 2020 - medrxiv.org
COVID-19 is an infectious disease discovered after the outbreak began in Wuhan, China, in
December 2019. COVID-19 is still becoming an increasing global threat to public health …

[PDF][PDF] Classification and categorization of COVID-19 outbreak in Pakistan

A Ayoub, K Mahboob, AR Javed, M Rizwan… - Comput Mater …, 2021 - researchgate.net
Coronavirus is a potentially fatal disease that normally occurs in mammals and birds.
Generally, in humans, the virus spreads through aerial droplets of any type of fluid secreted …

[HTML][HTML] Machine learning based clinical decision support system for early COVID-19 mortality prediction

A Karthikeyan, A Garg, PK Vinod… - Frontiers in public …, 2021 - frontiersin.org
The coronavirus disease 2019 (COVID-19), caused by the virus SARS-CoV-2, is an acute
respiratory disease that has been classified as a pandemic by the World Health …

Predictions of coronavirus COVID-19 distinct cases in Pakistan through an artificial neural network

I Ahmad, SM Asad - Epidemiology & Infection, 2020 - cambridge.org
This study presents the main motivation to investigate the COVID-19 pandemic, a major
threat to the whole world from the day when it first emerged in China city of Wuhan …

[HTML][HTML] Supervised machine learning models for prediction of COVID-19 infection using epidemiology dataset

LJ Muhammad, EA Algehyne, SS Usman, A Ahmad… - SN computer …, 2021 - Springer
Abstract COVID-19 or 2019-nCoV is no longer pandemic but rather endemic, with more than
651,247 people around world having lost their lives after contracting the disease. Currently …