<div dir="ltr">Can be relevant to those of us who work on medical imaging AI.<div><br></div><div>Cheers</div><div>Artur<br><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@cs.cmu.edu">cmelucci@cs.cmu.edu</a>></span><br>Date: Fri, Jun 4, 2021 at 4:05 PM<br>Subject: FW: MACHINE LEARNING in MEDICINE - VIRTUAL SEMINAR - JUNE 9, 2021 - 3PM (EST) ---ZOOM<br>To: <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>>, <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>><br>Cc: Visweswaran, Shyam <<a href="mailto:shv3@pitt.edu">shv3@pitt.edu</a>>, <a href="mailto:bartgm@pitt.edu">bartgm@pitt.edu</a> <<a href="mailto:bartgm@pitt.edu">bartgm@pitt.edu</a>>, <a href="mailto:kayhan@pitt.edu">kayhan@pitt.edu</a> <<a href="mailto:kayhan@pitt.edu">kayhan@pitt.edu</a>>, Roni Rosenfeld <<a href="mailto:roni@cs.cmu.edu">roni@cs.cmu.edu</a>><br></div><br><br>
<div lang="EN-US" link="#0563C1" vlink="#954F72">
<div class="m_8699243490700909185WordSection1">
<p class="MsoNormal"><b>From:</b> Bartolotta, Genine M <<a href="mailto:bartgm@pitt.edu" target="_blank">bartgm@pitt.edu</a>> <br>
<b>Sent:</b> Friday, June 4, 2021 3:08 PM<br>
<b>Cc:</b> Batmanghelich, Kayhan <<a href="mailto:kayhan@pitt.edu" target="_blank">kayhan@pitt.edu</a>>; Visweswaran, Shyam <<a href="mailto:shv3@pitt.edu" target="_blank">shv3@pitt.edu</a>><br>
<b>Subject:</b> MACHINE LEARNING in MEDICINE - VIRTUAL SEMINAR - JUNE 9, 2021 - 3PM (EST) ---ZOOM<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: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-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, June 9, 2021<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, and CMU<u></u><u></u></span></i></b></p>
<p class="MsoNormal"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif"><u></u> <u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif">MONAI: Open Science for the Challenges of Medical Imaging AI<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:6.0pt;font-family:"Arial",sans-serif"><u></u> <u></u></span></b></p>
<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/92718271398" target="_blank"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif;color:#0000cc">https://pitt.zoom.us/j/92718271398</span></b></a><span style="font-size:16.0pt;font-family:"Arial",sans-serif;color:#0000cc">
</span><span style="font-size:16.0pt;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:12.0pt;font-family:"Arial",sans-serif;color:black">(</span></b><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#c00000">details are listed at the end</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" align="center" style="text-align:center"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif"><u></u> <u></u></span></b></p>
<p class="MsoNormal" align="center" style="text-align:center"><b><span style="font-size:18.0pt;font-family:"Arial",sans-serif">Stephen R. Aylward, 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">Senior Director of Strategic Initiatives, Kitware</span><span style="font-size:12.0pt"><u></u><u></u></span></p>
<p class="MsoNormal"><span style="font-family:"Arial",sans-serif"><u></u> <u></u></span></p>
<p class="MsoNormal" style="text-align:justify"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif">Abstract: </span></b><span style="font-size:12.0pt;font-family:"Arial",sans-serif">Open science is an often overlooked yet major contributor to
the recent successes of AI in academia and industry. Open science prioritizes reproducible experiments via the sharing of data and algorithms (software). The Medical Open Network for AI (MONAI,
</span><a href="https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fmonai.io%2F&data=04%7C01%7Cbond%40pitt.edu%7C13a73894059741a2762108d92526b1fa%7C9ef9f489e0a04eeb87cc3a526112fd0d%7C1%7C0%7C637581670549869997%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C1000&sdata=cnLgKMUTaY2bYI0Lm%2FqxmeQOQDMu23oQiI7jpiVQiN8%3D&reserved=0" target="_blank"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">https://monai.io</span></b></a><span style="font-size:12.0pt;font-family:"Arial",sans-serif">)
is an open source platform that prioritizes ease-of-use and reproducibility in the research, development, and deployment of deep learning applications for medical imaging. This talk will describe how the practices of open science and the capabilities of
MONAI can benefit your medical imaging AI explorations.<u></u><u></u></span></p>
<p style="margin:0in;margin-bottom:.0001pt"><b><span style="font-family:"Arial",sans-serif;color:black"><u></u> <u></u></span></b></p>
<p align="center" style="margin:0in;margin-bottom:.0001pt;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;margin-bottom:.0001pt;text-align:center"><b><span style="font-family:"Arial",sans-serif;color:#0000cc">(</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"><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;margin-bottom:.0001pt;text-align:center"><u></u> <u></u></p>
<p style="margin:0in;margin-bottom:.0001pt;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 style="margin:0in;margin-bottom:.0001pt;text-align:justify"><span class="m_8699243490700909185MsoHyperlink"><u></u><span style="text-decoration:none"> </span><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:#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-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: June 9, 2021 - 3:00 PM Eastern Time (US and Canada)<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<span style="font-family:"Arial",sans-serif;color:#1d1c1d"><u></u> <u></u></span></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<b><span style="font-size:14.0pt;font-family:"Arial",sans-serif;color:#1d1c1d">Please click the link below to join the webinar:<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<a href="https://pitt.zoom.us/j/92718271398" target="_blank"><b><span style="font-size:16.0pt;font-family:"Arial",sans-serif;color:#0000cc">https://pitt.zoom.us/j/92718271398</span></b></a><b><u><span style="font-size:16.0pt;font-family:"Arial",sans-serif;color:#0000cc"><u></u><u></u></span></u></b></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<span style="font-family:"Arial",sans-serif;color:#1d1c1d"><br>
Or One tap mobile : <br>
US: </span><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">+12678310333,,92718271398# or 8778535247,,92718271398#</span></b><span style="font-family:"Arial",sans-serif;color:#0000cc">
</span><span style="font-family:"Arial",sans-serif;color:#1d1c1d">(Toll Free)<u></u><u></u></span></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<span style="font-family:"Arial",sans-serif;color:#1d1c1d"><br>
Or Telephone:<br>
Dial(for higher quality, dial a number based on your current location):<br>
</span><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#1d1c1d"> US: +1 267 831 0333 or 877 853 5247 (Toll Free)<br>
Webinar ID: 927 1827 1398<u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<span style="font-family:"Arial",sans-serif;color:#1d1c1d"><br>
</span><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#1d1c1d"> International numbers available:
</span><a href="https://pitt.zoom.us/u/acWWgqZ40P" target="_blank"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:blue">https://pitt.zoom.us/u/acWWgqZ40P</span></b></a><u><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:blue"><u></u><u></u></span></u></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<u><span style="font-family:"Arial",sans-serif;color:blue"><u></u><span style="text-decoration:none"> </span><u></u></span></u></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<span style="font-family:"Arial",sans-serif;color:#1d1c1d">Or an H.323/SIP room system:<br>
H.323: <br>
162.255.37.11 (US West)<br>
162.255.36.11 (US East)<br>
115.114.131.7 (India Mumbai)<br>
115.114.115.7 (India Hyderabad)<br>
213.19.144.110 (Amsterdam Netherlands)<br>
213.244.140.110 (Germany)<br>
103.122.166.55 (Australia Sydney)<br>
103.122.167.55 (Australia Melbourne)<br>
149.137.40.110 (Singapore)<br>
64.211.144.160 (Brazil)<br>
69.174.57.160 (Canada Toronto)<br>
65.39.152.160 (Canada Vancouver)<br>
207.226.132.110 (Japan Tokyo)<br>
149.137.24.110 (Japan Osaka)<br>
</span><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#1d1c1d"> Meeting ID: 927 1827 1398<br>
SIP:</span></b><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">
</span></b><a href="mailto:92718271398@zoomcrc.com" target="_blank"><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#0000cc">92718271398@zoomcrc.com</span></b></a><b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#1d1c1d"><u></u><u></u></span></b></p>
<p class="MsoNormal" align="center" style="margin-right:0in;margin-bottom:3.0pt;margin-left:0in;text-align:center">
<b><span style="font-size:12.0pt;font-family:"Arial",sans-serif;color:#1d1c1d"><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"><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"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">Department Purchasing,</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">Service & Supplier Agreements,</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">License & License Renewals<u></u><u></u></span></b></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">NMVB Administrative & Event Coordinator<u></u><u></u></span></b></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">Manager, Dept. Mailman List Serves</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:9.0pt;font-family:"Arial",sans-serif"> </span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">Administator for:</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">IT Support & Ticketing System</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">Uma Chandran, PhD, MSIS</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">John R. Gilbertson, MD</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;font-family:"Arial",sans-serif;color:#0000cc">Songjian Lu, PhD</span></b><u></u><u></u></p>
<p class="MsoNormal"><b><span style="font-size:10.0pt;font-family:"Arial",sans-serif"> </span></b><u></u><u></u></p>
<p class="MsoNormal"><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"><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"><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"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">5607 Baum Boulevard</span><u></u><u></u></p>
<p class="MsoNormal"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">Pittsburgh, PA 15206-3701</span><u></u><u></u></p>
<p class="MsoNormal"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">Phone: (412) 624-5100<u></u><u></u></span></p>
<p class="MsoNormal"><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"><span style="font-size:8.0pt;font-family:"Arial",sans-serif">FAX: (412) 648-9118</span><u></u><u></u></p>
<p class="MsoNormal"><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"><span style="color:blue">bartgm@pitt.edu</span></a> (preferred)</span></b><span style="font-size:8.0pt;font-family:"Arial",sans-serif">
</span><u></u><u></u></p>
<p class="MsoNormal"><span style="font-size:8.0pt;font-family:"Arial",sans-serif"> <a href="mailto:bartolottagm@upmc.edu" target="_blank"><span style="color:blue">bartolottagm@upmc.edu</span></a><u></u><u></u></span></p>
<p class="MsoNormal"><b><span style="font-size:8.0pt;color:#0000cc"> </span></b><u></u><u></u></p>
<p class="MsoNormal"><i><span style="font-size:6.0pt;font-family:"Arial",sans-serif;color:red">This e-mail may contain confidential information of the sending
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<p class="MsoNormal"><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
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