https://mw.hh.se/caisr/index.php?action=history&feed=atom&title=Knowledge_graphs_4_XAI_in_Healthcare 2026-04-04T09:02:45Z Revision history for this page on the wiki MediaWiki 1.35.13 https://mw.hh.se/caisr/index.php?title=Knowledge_graphs_4_XAI_in_Healthcare&diff=5620&oldid=prev 2025-10-24T10:15:39Z

<p></p> <table class="diff diff-contentalign-left diff-editfont-monospace" data-mw="interface"> <col class="diff-marker" /> <col class="diff-content" /> <col class="diff-marker" /> <col class="diff-content" /> <tr class="diff-title" lang="en"> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Older revision</td> <td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Revision as of 10:15, 24 October 2025</td> </tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l8" >Line 8:</td> <td colspan="2" class="diff-lineno">Line 8:</td></tr> <tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>https://www.sciencedirect.com/science/article/pii/S1532046423001247</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>https://www.sciencedirect.com/science/article/pii/S1532046423001247</div></td></tr> <tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>https://arxiv.org/abs/2402.12608</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>https://arxiv.org/abs/2402.12608</div></td></tr> <tr><td class='diff-marker'>−</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>|Supervisor=Grzegorz J. Nalepa, Farzaneh Etminani</div></td><td class='diff-marker'>+</td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>|Supervisor=Grzegorz J. Nalepa, Farzaneh Etminani<ins class="diffchange diffchange-inline">, Amira Soliman</ins></div></td></tr> <tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|Level=Master</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|Level=Master</div></td></tr> <tr><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|Status=Open</div></td><td class='diff-marker'> </td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>|Status=Open</div></td></tr> </table>

Islab https://mw.hh.se/caisr/index.php?title=Knowledge_graphs_4_XAI_in_Healthcare&diff=5612&oldid=prev 2025-10-22T22:42:07Z

<p>Created page with &quot;{{StudentProjectTemplate |Summary=Knowledge graphs in Healthcare |Keywords=Knowledge graphs, XAI, Healthcare |TimeFrame=Spring 2026 |References=https://www.sciencedirect.com/s...&quot;</p> <p><b>New page</b></p><div>{{StudentProjectTemplate<br /> |Summary=Knowledge graphs in Healthcare<br /> |Keywords=Knowledge graphs, XAI, Healthcare<br /> |TimeFrame=Spring 2026<br /> |References=https://www.sciencedirect.com/science/article/pii/S1566253523001148<br /> https://www.sciencedirect.com/science/article/abs/pii/S1532046425000905<br /> https://www.sciencedirect.com/science/article/pii/S0004370221001788<br /> https://www.sciencedirect.com/science/article/pii/S1532046423001247<br /> https://arxiv.org/abs/2402.12608<br /> |Supervisor=Grzegorz J. Nalepa, Farzaneh Etminani<br /> |Level=Master<br /> |Status=Open<br /> }}<br /> Knowledge graphs (KG) are a knowledge representation method that has became increasingly important in the context of the explainable AI approach.<br /> Healthcare (HC) systems are a very special area of application of AI due to data sensitivity andf privacy concerns.<br /> In this thesis we would like to conduct a survey on a recent practical applications of KG i HC for knowledge representation and management.<br /> Furthermore, we would like to explore the role of KG in interoperability and FAIRness of HC data.<br /> Moreover, we would like to consider KG for supporting XAI for HC, specifically what explanation forms are mostly suitable for HC experts and how they can be supported by background knowledge<br /> Finally, we want to explore knowledge augmented retrieval with KG for HC data and knowledge bases where explanations can meet medical data.<br /> <br /> It is encouraged that this thesis will result in scientific publications possibly also developed in collaboration with external stakeholders.</div>

Islab