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<h5>Description:</h5>
<p>RejectionClass is a web-based software designed to classify kidney transplant rejection, integrating information on donor-specific anti-HLA antibodies and acute histological Banff lesion scores of kidney transplant biopsies. RejectionClass uses a semi-supervised clustering approach and provides an easily interpretable two-dimensional visual and quantitative presentation of the multidimensional histologic data. This tool is for research use only.</p>

<h5>More Information:</h5>
<ul>
<li><strong>Grand Challenge/Workpackage(s)</strong>: <a href="/nl/onderzoek/onderzoeksuitdagingen-2019-2023/ai-driven-data-science"[entry:58:/onderzoek/onderzoeksutidagingen-2019-2023/ai-driven-data-science]data-entry-id="58">GC1</a> - WP6</li>
<li><strong>Responsible Research Lead</strong>: <a href="mailto:%20maarten.naesens@kuleuven.be" target="_blank" rel="noopener">Maarten Naesens</a></li>
<li><strong>Authors</strong>: <a href="mailto:thibaut.vaulet@kuleuven.be" target="_blank" rel="noopener">Thibaut Vaulet</a>, <a href="mailto:%20maarten.naesens@kuleuven.be" target="_blank" rel="noopener">Maarten Naesens</a>, <a href="mailto:%20bart.demoor@esat.kuleuven.be" target="_blank" rel="noopener">Bart De Moor</a></li>
<li><strong>Programming Language</strong>: Python</li>
<li><a href="https://rejectionclass.eu.pythonanywhere.com" target="_blank" rel="noopener">Link to the website</a></li>
<li><strong>Categories:</strong> Time series, active learning, anomaly detection, un/semi-supervised learning</li>
</ul>

<h5>Publications:</h5>
<ul>
<li>Vaulet, Thibaut, et al. &ldquo;Data-Driven Chronic Allograft Phenotypes: A Novel and Validated Complement for Histologic Assessment of Kidney Transplant Biopsies.&rdquo; Journal of the American Society of Nephrology, September 7, 2022. <a href="https://doi.org/10.1681/ASN.2022030290" target="_blank" rel="noopener">https://doi.org/10.1681/ASN.2022030290</a>.</li>
<li>Vaulet, Thibaut, et al. &ldquo;Data-Driven Derivation and Validation of Novel Phenotypes for Acute Kidney Transplant Rejection Using Semi-Supervised Clustering.&rdquo; Journal of the American Society of Nephrology, March 9, 2021. <a href="https://doi.org/10.1681/ASN.2020101418" target="_blank" rel="noopener">https://doi.org/10.1681/ASN.2020101418</a>.</li>
</ul>