Article

COVID-19 Mortality Risk Prediction using Clinical and Laboratory Examination: Machine Learning Approach for Implementation

2022-10-25

Abstract excerpt

<h4>Background: </h4> and Aim We aimed to propose a mortality risk prediction tool to facilitate COVID-19 patient management and allocation for the frontline physician on admission day. <h4>Methods: </h4> We used a dataset of confirmed COVID-19 patients admitted to three general hospitals in Tehran. Clinical and laboratory values on admission were gathered. Different machine learning methods were used to assess t...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 5841bd11-8eea-536d-ae14-b6f9434c4991
DOI: 10.21203/rs.3.rs-2152771/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

COVID-19 Mortality Risk Prediction using Clinical and Laboratory Examination: Machine Learning Approach for ImplementationDOI 10.21203/rs.3.rs-2152771/v1Read

Management of Severe COVID-19 Diagnosis Using Machine LearningSemantic proximity Read

COVID-19 Mortality Risk Assessment: An International Multi-Center StudySemantic proximity Read

Machine Learning Models in Classifying, Predicting and Managing COVID-19 SeveritySemantic proximity Read

Machine learning is the key to diagnose COVID-19: a proof of concept study.Semantic proximity Read

Predicting mortality in SARS-COV-2 (COVID-19) positive patients in the inpatient setting using a Novel Deep Neural NetworkSemantic proximity Read

Establishment of Routine Clinical Indicators-Based Nomograms for Predicting the Mortality in Patients with COVID-19Semantic proximity Read

Using Machine Learning to assess Covid-19 risksSemantic proximity Read

Multicenter analysis of COVID-19 hospitalizations and stacking machine learning algorithms for prediction of high-risk patientsSemantic proximity Read

Reliable and Interpretable Mortality Prediction with Strong Foresight in COVID-19 Patients: An International Study from China and GermanySemantic proximity Read

Prognosing the Risk of COVID-19 Death Through a Machine Learning-Based Routine Blood PanelSemantic proximity Read

A New Prediction Data Model of High-Risk COVID-19 Patient with Smart Notification (HRCP-SN) Using Machine Learning AlgorithmSemantic proximity Read