A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2019; you can also visit <a rel="external noopener" href="http://pdfs.semanticscholar.org/53b4/a14870e6560514cd86ff1019d265ce9e2e28.pdf">the original URL</a>. The file type is <code>application/pdf</code>.
Can machine-learning improve cardiovascular risk prediction using routine clinical data?
<span title="2017-04-04">2017</span>
<i title="Public Library of Science (PLoS)">
<a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a>
</i>
Preserved Fulltext
Current approaches to predict cardiovascular risk fail to identify many people who would benefit from preventive treatment, while others receive unnecessary intervention. Machinelearning offers opportunity to improve accuracy by exploiting complex interactions between risk factors. We assessed whether machine-learning can improve cardiovascular risk prediction. OPEN ACCESS Citation: Weng SF, Reps J, Kai J, Garibaldi JM, Qureshi N (2017) Can machine-learning improve cardiovascular risk
<span class="external-identifiers">
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0174944">doi:10.1371/journal.pone.0174944</a>
<a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28376093">pmid:28376093</a>
<a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5380334/">pmcid:PMC5380334</a>
<a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u7tjut5c3zgojdvtl7r5sbadte">fatcat:u7tjut5c3zgojdvtl7r5sbadte</a>
</span>
more »
... using routine clinical data? PLoS ONE 12(4): e0174944. https://doi.org/ 10.
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190224091153/http://pdfs.semanticscholar.org/53b4/a14870e6560514cd86ff1019d265ce9e2e28.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext">
<button class="ui simple right pointing dropdown compact black labeled icon button serp-button">
<i class="icon ia-icon"></i>
Web Archive
[PDF]
<div class="menu fulltext-thumbnail">
<img src="https://blobs.fatcat.wiki/thumbnail/pdf/53/b4/53b4a14870e6560514cd86ff1019d265ce9e2e28.180px.jpg" alt="fulltext thumbnail" loading="lazy">
</div>
</button>
</a>
<a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0174944">
<button class="ui left aligned compact blue labeled icon button serp-button">
<i class="unlock alternate icon" style="background-color: #fb971f;"></i>
plos.org
</button>
</a>
<a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5380334" title="pubmed link">
<button class="ui compact blue labeled icon button serp-button">
<i class="file alternate outline icon"></i>
pubmed.gov
</button>
</a>