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<span style="">Dear All,</span><br>
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<span class="x_x_x_x_ContentPasted1 x_x_x_x_ContentPasted2 x_x_ContentPasted2 x_ContentPasted1" style="margin:0px">I'm happy to share the details for the<span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> <b>4th</b></span><b class="x_x_ContentPasted2 x_ContentPasted1"> rTAIM
Monthly Seminar<span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span></b>focused on the Ethics of Artificial Intelligence in Medicine in a broad sense. This fourth seminar will be focused on Explainable AI Medicine from a professional
perspective.</span></div>
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<span class="x_x_x_x_ContentPasted3 x_x_ContentPasted2 x_ContentPasted1" style="margin: 0px; display: inline !important; background-color: rgb(255, 255, 255);">Date:<span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span><b class="x_x_ContentPasted2 x_ContentPasted1">13
September </b>2023 |<span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span><b class="x_x_ContentPasted2 x_ContentPasted1">10h - 11h30</b><span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span>(Lisbon Time Zone)</span></div>
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Speaker:<span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> <b class="x_ContentPasted1">Yves Saint James Aquino, MD PhD</b></span><span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span>(University of Wollongong)</div>
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<div class="x_ContentPasted1" style="font-size:12pt; margin:0px"><b class="x_ContentPasted1">Title</b>: Ethics of Explainable Artificial Intelligence in Medicine: Professional Perspectives</div>
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<div class="x_ContentPasted1" style="font-size:12pt; margin:0px"><b class="x_ContentPasted1">Abstract</b>: Research on healthcare applications of machine learning (ML), a type of artificial intelligence (AI), has proliferated across clinical processes such
as diagnosis and screening of diseases, allocation of healthcare resources, and developing personalised treatments. Given the increasingly complex processes behind ML systems, explainability has been considered a major caveat to its adoption in healthcare.
This presentation reports the preliminary findings of a qualitative investigation of the perspectives of professional stakeholders (e.g. clinicians, data scientists, entrepreneurs and regulators) working on ML algorithms in diagnosis and screening. All participants
were unified on the qualities that diagnosis should have: diagnosis should proceed in a way that enabled human oversight, promote critical thinking among clinicians, and ensure patient safety. However participants were divided on whether explanation was an
important means to achieve this end. Broadly, some participants proposed ‘Outcome-assured’ diagnostic practices, while others proposed ‘Explanation-assured’ diagnostic practices, a distinction that applied either with or without the use of AI. ‘Outcome assured’
and ‘Explanation assured’ approaches differed in the significance attributed to explanation in part because they conceptualised explanation differently, not just in relation to what explanation is, but also in relation to the level of explanation and who might
be owed an explanation.</div>
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<b class="x_x_ContentPasted2 x_ContentPasted1">Short bio:</b><span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span>Dr Yves Saint James Aquino is a postdoctoral research fellow at the Australian Centre for Health Engagement, Evidence and
Values (ACHEEV), School of Health and Society, University of Wollongong (Australia). His research interests include philosophy of medicine, bioethics and ethics of artificial intelligence. Twitter @yvessj_aquino.</div>
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<b class="x_x_ContentPasted2 x_ContentPasted1" style="font-size:12pt">To attend and register:<span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span></b><span style="font-size:12pt">send an email to stevensequeira92 @ hotmail.com with the
subject "4</span><span style="font-size:13.3333px">th</span><span class="x_ContentPasted1" style="font-size:12pt; margin:0px"> </span><span style="font-size:12pt">TAIM Seminar" and the</span><span class="x_x_ContentPasted2 x_ContentPasted1" style="font-size:12pt; margin:0px"> </span><b class="x_x_ContentPasted2 x_ContentPasted1" style="font-size:12pt">Zoom
info<span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span></b><span style="font-size:12pt">will be sent directly; free and open to everyone.</span></div>
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<span class="x_x_x_x_ContentPasted1 x_x_x_x_elementToProof" style="margin:0px"><b class="x_x_ContentPasted2 x_ContentPasted1">More info on the Seminars:</b><span class="x_x_ContentPasted2 x_ContentPasted1" style="margin:0px"> </span><a href="https://trustaimedicine.weebly.com/rtaim-seminars.html" data-auth="NotApplicable" data-linkindex="0" class="x_x_ContentPasted2 x_OWAAutoLink x_ContentPasted1" id="OWAbc9f1918-e241-be11-447c-4ef15faac88c" style="margin:0px">https://trustaimedicine.weebly.com/rtaim-seminars.html</a></span></div>
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Thank you very much,</div>
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<font class="x_x_ContentPasted0 x_ContentPasted1" style="font-family: Calibri, Arial, Helvetica, sans-serif; font-size: 16pt; background-color: rgb(255, 255, 255);"></font><font class="x_x_ContentPasted1 x_ContentPasted1" style="font-size: 16pt; background-color: rgb(255, 255, 255);">Steven
S. Gouveia</font><span style="font-size: 12px; margin: 0px; display: inline !important; background-color: rgb(255, 255, 255);"></span>
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<span class="x_x_ContentPasted1 x_ContentPasted1" style="border:1pt none windowtext; font-family:Calibri,Helvetica,sans-serif; margin:0px; padding:0cm">Ph.D. (University of Minho)</span><span class="x_x_ContentPasted1 x_ContentPasted1" style="font-family:Calibri,Helvetica,sans-serif; margin:0px"> </span></p>
<p style="margin-top: 0px; margin-bottom: 0px;margin:0cm; font-family:Calibri,sans-serif; font-size:11pt">
<span class="x_x_ContentPasted1 x_ContentPasted1" style="font-family:Calibri,Helvetica,sans-serif; margin:0px">ex-PostDoc Fellow (Uni. Ottawa) &</span><span class="x_x_ContentPasted1 x_ContentPasted1" style="font-family: Calibri, Helvetica, sans-serif; margin: 0px; background-color: rgba(0, 0, 0, 0);"> CEFH
(Portuguese Catholic Uni., PT)</span></p>
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<span class="x_x_ContentPasted1 x_ContentPasted1" style="font-family: Calibri, Helvetica, sans-serif; margin: 0px; background-color: rgba(0, 0, 0, 0);">Research Fellow (2023-2029) Mind, Language & Action Group (Uni. Porto, PT)</span></p>
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<span class="x_x_ContentPasted1 x_ContentPasted1" style="font-family: Calibri, Helvetica, sans-serif; margin: 0px; background-color: rgba(0, 0, 0, 0);">Honorary Professor, Faculty of Medicine (Uni. Andrés Bello, Chile)</span></p>
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<span style="margin:0px"></span><span style="font-size:9pt; margin:0px"><a href="https://stevensgouveia.weebly.com/" data-auth="NotApplicable" class="x_x_ContentPasted1 x_OWAAutoLink x_ContentPasted1" data-linkindex="1" id="OWA5b32008e-c127-9227-fcdd-e6affb5ec23a" style="margin: 0px; color: rgb(17, 85, 204);"><span lang="PT" style="border:1pt none windowtext; font-size:11pt; margin:0px; padding:0cm">https://stevensgouveia.weebly.com</span></a></span><span lang="PT" class="x_x_ContentPasted1 x_ContentPasted1" style="border:1pt none windowtext; margin:0px; padding:0cm"> </span><span lang="PT" class="x_x_ContentPasted1 x_ContentPasted1" style="margin:0px"> </span></p>
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<span style="margin:0px"></span><span lang="PT" class="x_x_ContentPasted1 x_ContentPasted1" style="border:1pt none windowtext; margin:0px; padding:0cm">(Books, papers, talks, etc)</span></p>
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