Article

COVID-19 From Symptoms to Prediction: A Statistical and Machine Learning Approach

2023-08-04

Abstract excerpt

<title>Abstract</title><p>During the COVID-19 pandemic, analysis of patients’ data played a vital role in developing precautions, medications, and vaccination strategies. In this regard, data reported by hospitals and medical institutes is considered one of the reliable sources for any investigation. The use of recent technologies such as machine learning provides a platform to transform such data into meaningful...

Topics

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

Identifiers and source

Literature Corpus work: ef794b06-cb6f-59ac-b9f2-0495b9d98ede
DOI: 10.21203/rs.3.rs-3136011/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

COVID-19 From Symptoms to Prediction: A Statistical and Machine Learning ApproachDOI 10.21203/rs.3.rs-3136011/v1Read

Using Machine Learning to assess Covid-19 risksSemantic proximity Read

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

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

Eleven Routine Clinical Features Predict COVID-19 Severity Uncovered by Machine Learning of Longitudinal MeasurementsSemantic proximity Read

Machine Learning-Based COVID-19 Patients Triage Algorithm Using Patient-Generated Health Data From Nationwide Multicenter DatabaseSemantic proximity Read

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

A New Prediction Data Model of High-Risk COVID-19 Patients with Smart Notification (HRCP-SN) Using a Hybridized AlgorithmSemantic proximity Read

A multipurpose machine learning approach to predict COVID-19 negative prognosis in São Paulo, BrazilSemantic proximity Read

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

Data-Driven Inference of COVID-19 Clinical PrognosisSemantic proximity Read

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

Using Automated-Machine Learning to Predict COVID-19 Patient Survival: Identify Influential BiomarkersSemantic proximity Read