This study aims to classify COVID-19 patients based on the results of their hematology tests. Hematology test results have been shown to be useful in identifying the severity and risk of COVID-19 patients. Specifically, this study focuses on classifying COVID-19 patients based on their vital status, namely Deceased and Alive. The dataset used in this study contains four variables: white blood cells (WBC), neutrophils (NEU), lymphocytes (LYM), and Neutrophil Lymphocyte Ratio (NLR). Logistic Regression algorithm was used to solve the problem, and hyperparameter optimization was implemented to obtain the best model performance. The objective of this study was to build the best parameter in classifying the patients’ vital status. The proposed m...
Introduction: To this day, COVID-19 still cause high mortality and morbidity in most cases. The seve...
COVID-19 is an infectious disease caused by SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronaviru...
This paper studies several key metrics for COVID-19 using a public surveillance system data set. It ...
This study aims to classify COVID-19 patients based on the results of their hematology tests. Hemato...
This study aims to classify COVID-19 patients based on the results of their hematology tests. Hemato...
BACKGROUND: The main manifestations of coronavirus disease-2019 (COVID-19) are similar to the many o...
In the hematological records of COVID-19 patients, an increase in neutrophils and lymphocytes was f...
Introduction: Coronavirus disease 2019 (COVID-19), caused by SARS-CoV-2 virus is an acute respirator...
The novel coronavirus (COVID-19) outbreak produced devastating effects on the global economy and the...
The coronavirus disease 2019 (COVID-19) after outbreaking in Wuhan increasingly spread throughout th...
Healthcare researchers have been working on mortality prediction for COVID-19 patients with differin...
The increase in coronavirus disease 2019 (COVID-19) infection caused by severe acute respiratory syn...
Healthcare researchers have been working on mortality prediction for COVID-19 patients with differin...
Since February 2020, the world has been engaged in an intense struggle with the COVID-19 disease, an...
Coronavirus disease 2019 (COVID19) has triggered a global pandemic affecting millions of people. Sev...
Introduction: To this day, COVID-19 still cause high mortality and morbidity in most cases. The seve...
COVID-19 is an infectious disease caused by SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronaviru...
This paper studies several key metrics for COVID-19 using a public surveillance system data set. It ...
This study aims to classify COVID-19 patients based on the results of their hematology tests. Hemato...
This study aims to classify COVID-19 patients based on the results of their hematology tests. Hemato...
BACKGROUND: The main manifestations of coronavirus disease-2019 (COVID-19) are similar to the many o...
In the hematological records of COVID-19 patients, an increase in neutrophils and lymphocytes was f...
Introduction: Coronavirus disease 2019 (COVID-19), caused by SARS-CoV-2 virus is an acute respirator...
The novel coronavirus (COVID-19) outbreak produced devastating effects on the global economy and the...
The coronavirus disease 2019 (COVID-19) after outbreaking in Wuhan increasingly spread throughout th...
Healthcare researchers have been working on mortality prediction for COVID-19 patients with differin...
The increase in coronavirus disease 2019 (COVID-19) infection caused by severe acute respiratory syn...
Healthcare researchers have been working on mortality prediction for COVID-19 patients with differin...
Since February 2020, the world has been engaged in an intense struggle with the COVID-19 disease, an...
Coronavirus disease 2019 (COVID19) has triggered a global pandemic affecting millions of people. Sev...
Introduction: To this day, COVID-19 still cause high mortality and morbidity in most cases. The seve...
COVID-19 is an infectious disease caused by SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronaviru...
This paper studies several key metrics for COVID-19 using a public surveillance system data set. It ...