Developed by Shray Alag, The Harker School
Sections: Correlations,
Clinical Trials, and HPO
Navigate: Clinical Trials and HPO
| Name (Synonyms) | Correlation |
|---|
Navigate: Correlations HPO
There is one clinical trial.
Coronavirus Disease 2019 (COVID-19) has been widespread worldwide since December 2019. It is highly contagious, and severe cases can lead to acute respiratory distress or multiple organ failure. On 11 March 2020, the WHO made the assessment that COVID-19 can be characterised as a pandemic. With the development of machine learning, deep learning based artificial intelligence (AI) technology has demonstrated tremendous success in the field of medical data analysis due to its capacity of extracting rich features from imaging and complex clinical datasets. In this study, we aim to use clinical data collected as part of routine clinical care (heart tracings, X-rays and CT scans) to train artificial intelligence and machine learning algorithms, to accurately predict the course of disease in patients with Covid-19 infection, using these datasets.
Description: Accuracy with which computer based analysis (machine learning) can diagnose and/or prognosticate Covid-19 Number of Participants With COVID19 who died or survived following hospital admission
Measure: Accuracy of machine learning to be able to predict outcome of coronavirus (COVID-19) infection Time: At the end of data analyses, approximately 1 yearDescription: Number of participants who required invasive vs non-invasive ventilation vs ward-based care vs died
Measure: Accuracy of machine learning to be able to predict prognosis of coronavirus (COVID-19) infection Time: At the end of data analyses, approximately 1 yearDescription: Number of participants who had COVID19-related heart problems.
Measure: Accuracy of machine learning to be able to predict cardiac involvement of coronavirus (COVID-19) infection Time: At the end of data analyses, approximately 1 yearDescription: Number of participants that can be identified as having COVID19 using machine learning vs human or other clinical test or assessment
Measure: Accuracy of machine learning vs human assessment to diagnose coronavirus (COVID-19) infection Time: At the end of data analyses, approximately 1 yearAlphabetical listing of all HPO terms. Navigate: Correlations Clinical Trials
Data processed on September 26, 2020.
An HTML report was created for each of the unique drugs, MeSH, and HPO terms associated with COVID-19 clinical trials. Each report contains a list of either the drug, the MeSH terms, or the HPO terms. All of the terms in a category are displayed on the left-hand side of the report to enable easy navigation, and the reports contain a list of correlated drugs, MeSH, and HPO terms. Further, all reports contain the details of the clinical trials in which the term is referenced. Every clinical trial report shows the mapped HPO and MeSH terms, which are also hyperlinked. Related HPO terms, with their associated genes, protein mutations, and SNPs are also referenced in the report.
Drug Reports MeSH Reports HPO Reports