<div dir="auto">This could be of interest to many of us.<div dir="auto"><br></div><div dir="auto">Artur</div></div><br><div class="gmail_quote"><div dir="ltr" class="gmail_attr">---------- Forwarded message ---------<br>From: <strong class="gmail_sendername" dir="auto">Christy Melucci</strong> <span dir="auto"><<a href="mailto:cmelucci@andrew.cmu.edu">cmelucci@andrew.cmu.edu</a>></span><br>Date: Fri, Feb 4, 2022, 11:57 AM<br>Subject: RE: MACHINE LEARNING in MEDICINE - VIRTUAL SEMINAR - FEBRUARY 9, 2022 - 3PM (EST) ---ZOOM INFO BELOW<br>To: <a href="mailto:ml-seminar@cs.cmu.edu">ml-seminar@cs.cmu.edu</a> <<a href="mailto:ml-seminar@cs.cmu.edu">ml-seminar@cs.cmu.edu</a>>, <a href="mailto:ml-core-faculty@cs.cmu.edu">ml-core-faculty@cs.cmu.edu</a> <<a href="mailto:ml-core-faculty@cs.cmu.edu">ml-core-faculty@cs.cmu.edu</a>><br>Cc: Visweswaran, Shyam <<a href="mailto:shv3@pitt.edu">shv3@pitt.edu</a>>, Bartolotta, Genine M <<a href="mailto:bartgm@pitt.edu">bartgm@pitt.edu</a>>, Batmanghelich, Kayhan <<a href="mailto:kayhan@pitt.edu">kayhan@pitt.edu</a>><br></div><br><br>
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<p class="MsoNormal"><b>From:</b> Bartolotta, Genine M <<a href="mailto:bartgm@pitt.edu" target="_blank" rel="noreferrer">bartgm@pitt.edu</a>> <br>
<b>Sent:</b> Friday, February 4, 2022 11:50 AM<br>
<b>Cc:</b> Batmanghelich, Kayhan <<a href="mailto:kayhan@pitt.edu" target="_blank" rel="noreferrer">kayhan@pitt.edu</a>>; Visweswaran, Shyam <<a href="mailto:shv3@pitt.edu" target="_blank" rel="noreferrer">shv3@pitt.edu</a>><br>
<b>Subject:</b> MACHINE LEARNING in MEDICINE - VIRTUAL SEMINAR - FEBRUARY 9, 2022 - 3PM (EST) ---ZOOM INFO BELOW<u></u><u></u></p>
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<p class="MsoNormal"><u></u> <u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif">Machine Learning in Medicine (MLxMed)<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:"Arial",sans-serif">A Virtual Seminar Series in Pittsburgh<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-family:"Arial",sans-serif">Hosted by the Department of Biomedical Informatics</span></b><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif"><u></u><u></u></span></b></p>
<p class="MsoNormal"><span style="font-size:5.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><i><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:#0000cc">Wednesday, February 9, 2022<u></u><u></u></span></i></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><i><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:#0000cc">3:00 PM – 4:00 PM Eastern Time
<br>
University of Pittsburgh, UPMC, CMU, and University of Toronto<u></u><u></u></span></i></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:5.0pt;font-family:"Arial",sans-serif"><u></u> <u></u></span></b></p>
<pre style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif">Temporal data analytics for clinical decision support<u></u><u></u></span></b></pre>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif">Zoom
</span></b><a href="https://pitt.zoom.us/j/96664947180" target="_blank" rel="noreferrer"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif;color:#0000cc">https://pitt.zoom.us/j/96664947180</span></b></a><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif;color:black">
<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-family:"Arial",sans-serif;color:black">(</span><b><span style="font-family:"Arial",sans-serif;color:#c00000">Details are listed at the end</span></b><span style="font-family:"Arial",sans-serif;color:black">)</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"><u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:18.0pt;font-family:"Arial",sans-serif">Lucia Sacchi, PhD<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif">Associate Professor, Department of Electrical, Computer and Biomedical Engineering, University of Pavia, Italy<span style="color:black"><u></u><u></u></span></span></p>
<p style="margin:0in"><span style="font-size:4.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p style="margin:0in"><span style="font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p style="margin:0in"><b><span style="font-family:"Arial",sans-serif;color:black">Abstract:
</span></b><span style="font-family:"Arial",sans-serif;color:black">The data collected during the medical history of a patient are often longitudinal in nature. Moreover, they can come from different sources (hospital, home monitoring), and be collected with
different purposes (clinical or billing purposes), thus resulting in heterogeneous formats and granularities. The definition of analytics techniques able to deal with these unique characteristics of the data is important for enhancing decision support with
features that take into account the temporal evolution of the disease and the involved processes of care. This talk will explore temporal analytics techniques applied to the analysis of heterogeneous data for clinical decision support. In particular, we will
consider electronic temporal phenotyping as the identification of clinically meaningful event sequences from data that have been collected over time, and its application to diabetes, cancer, and COVID-19.<u></u><u></u></span></p>
<p align="center" style="margin:0in;text-align:center"><b><span style="font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></b></p>
<p align="center" style="margin:0in;text-align:center"><b><span style="font-family:"Arial",sans-serif;color:black">About MLxMed Seminar Series<u></u><u></u></span></b></p>
<p align="center" style="margin:0in;text-align:center"><b><span style="font-family:"Arial",sans-serif;color:black">(</span></b><a href="https://nam05.safelinks.protection.outlook.com/?url=http%3A%2F%2Fml-in-medicine.org%2F&data=02%7C01%7Ccafeo%40pitt.edu%7Cfd9284768d884c01352b08d816ea4fa8%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637284542905912546&sdata=6NKlakpjZ8taWQlU7RklCdS%2F7tDHw6SIhKAfiZYtr8M%3D&reserved=0" target="_blank" rel="noreferrer"><b><span style="font-family:"Arial",sans-serif;color:#0000cc">http://ml-in-medicine.org/</span></b></a><b><span style="font-family:"Arial",sans-serif;color:black">)<u></u><u></u></span></b></p>
<p align="center" style="margin:0in;text-align:center"><u></u> <u></u></p>
<p style="margin:0in;text-align:justify"><span style="font-family:"Arial",sans-serif;color:black">Medicine is complex and data-driven while discovery and decision making are increasingly enabled by machine learning. Machine learning has the potential to support,
enable and improve medical discovery and clinical decision making in areas such as medical imaging, cancer diagnostics, precision medicine, clinical trials, and electronic health records. This seminar series focuses on new algorithms, real-world deployment,
and future trends in machine learning in medicine. It will feature prominent investigators who are developing and applying machine learning to biomedical discovery and in clinical decision support. For more information see MLxMed website.<u></u><u></u></span></p>
<p class="MsoNormal"><b><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:#0000cc"><u></u> <u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:#0000cc">Zoom Information</span></b><b><span style="font-size:14.0pt;color:#0000cc"><u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:2.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:black">When: February 9, 2022 - 03:00 PM Eastern Time (US and Canada)<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:black">Please click the link below to join the webinar:<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><a href="https://pitt.zoom.us/j/96664947180" target="_blank" rel="noreferrer"><b><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:#0000cc">https://pitt.zoom.us/j/96664947180</span></b></a><span class="m_-425064188430009525MsoHyperlink"><span style="color:#0000cc"><u></u><u></u></span></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="color:black"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Or One tap mobile :
<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> US:
</span><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">+12678310333,,96664947180# or 8778535247,,96664947180#
</span></b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">(Toll Free)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:4.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Or Telephone:<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> Dial(for higher quality, dial a number based on your current location):<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> US: +1 267 831 0333 or 877 853 5247 (Toll Free)<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Webinar ID: 966 6494 7180<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:5.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> International numbers available:
</span><a href="https://pitt.zoom.us/u/adTD7fZxpk" target="_blank" rel="noreferrer"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">https://pitt.zoom.us/u/adTD7fZxpk</span></b></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"><u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">Or an H.323/SIP room system:<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> H.323:
<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 162.255.37.11 (US West)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 162.255.36.11 (US East)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 115.114.131.7 (India Mumbai)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 115.114.115.7 (India Hyderabad)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 213.19.144.110 (Amsterdam Netherlands)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 213.244.140.110 (Germany)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 103.122.166.55 (Australia Sydney)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 103.122.167.55 (Australia Melbourne)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 149.137.40.110 (Singapore)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 64.211.144.160 (Brazil)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 149.137.68.253 (Mexico)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 69.174.57.160 (Canada Toronto)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 65.39.152.160 (Canada Vancouver)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 207.226.132.110 (Japan Tokyo)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> 149.137.24.110 (Japan Osaka)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black">
<b>Meeting ID: 966 6494 7180<u></u><u></u></b></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"> SIP:
</span></b><a href="mailto:96664947180@zoomcrc.com" target="_blank" rel="noreferrer"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">96664947180@zoomcrc.com</span></b></a><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">
</span></b><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:black"><u></u><u></u></span></b></p>
<p class="MsoNormal"><u></u> <u></u></p>
<p class="MsoNormal"><u></u> <u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:9.0pt;font-family:"Arial",sans-serif">Genine M. Bartolotta</span></b><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:9.0pt;font-family:"Arial",sans-serif">Department of Biomedical Informatics</span></b><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:9.0pt;font-family:"Arial",sans-serif">University of Pittsburgh, School of Medicine</span></b><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">The Offices at Baum, Fourth Floor</span><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">5607 Baum Boulevard</span><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">Pittsburgh, PA 15206-3701</span><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">Phone: (412) 624-5100<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">Cell Phone: (412) 877-4872</span><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">FAX: (412) 648-9118</span><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">E-mail:
</span><b><span style="font-size:9.0pt;font-family:"Arial",sans-serif"><a href="mailto:bartgm@pitt.edu" target="_blank" rel="noreferrer"><span style="color:blue">bartgm@pitt.edu</span></a> (preferred)</span></b><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="font-size:8.0pt;font-family:"Arial",sans-serif"><a href="mailto:bartolottagm@upmc.edu" target="_blank" rel="noreferrer"><span style="color:blue">bartolottagm@upmc.edu</span></a><u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><u></u> <u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">This e-mail may contain confidential information of the sending</span></i><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">organization. Any unauthorized or improper disclosure, copying,</span></i><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">distribution, or use of the contents of this e-mail and attached</span></i><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">document(s) is prohibited. The information contained in this</span></i><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">e-mail and attached document(s)is intended only for the</span></i><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">personal and confidential use of the recipient(s) named</span></i><u></u><u></u></p>
<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">in original e-mail and attached document(s).<u></u><u></u></span></i></p>
<p class="MsoNormal" align="center" style="text-align:center"><u></u> <u></u></p>
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