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<p class="xxxxmsonormal"><span style="font-size:16.0pt;font-family:"KorolevLiU Medium";color:#203864">Dear AIDA members,</span><span style="font-family:"KorolevLiU Medium";color:#203864"><o:p></o:p></span></p>
<p class="xxxxmsonormal"><span style="font-family:"Segoe UI",sans-serif"> <o:p></o:p></span></p>
<p class="xxxxmsonormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">Tomorrow we will arrange the AIDA-days in Uppsala. The next AIDA-day
<b>October 26</b> will be on Zoom with the theme: <b>Technical workshop on hyperparameter optimization and distributed training.</b><o:p></o:p></span></p>
<p class="xxxxmsonormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif"> <o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">AIDA invites our<b> technical community </b>to an AIDA-day where we will deep dive into hot topics in AI training. Our keynote speaker, <b>Veronika Cheplygina,</b> IT University
Copenhagen DK, is invited to present her recent paper on methodological failures in ML for medical imaging, and to discuss her
<span style="color:black;background:white">interesting </span>work on tackling limited access to labeled data. <o:p></o:p></span></p>
<p class="xxmsonormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif"><br>
We continue with a <b>workshop</b> structured to cover two important aspects of training deep neural networks. The workshop tutor <b>Erik Ylipää</b>, ENCCS/RISE, will guide us through the two sessions: “Hyperparameter optimization using Optuna” and “Distributed
PyTorch training: single and multiple node training”. The workshop will mostly follow a “code-along” structure with material distributed in advance. You are welcome to prepare questions, both general and specific in detail, to discuss, break down and hopefully
problem-solve.<br>
<br>
<span style="color:black;background:white">For those of you who are not technical experts we recommend you take part in </span><b>AIDA's regular internal meeting </b><span style="color:black;background:white">and listen to the keynote presentation.</span><br>
<br>
<span style="color:black;background:white">Further reads:</span><span style="color:#203864;background:white"> </span><span style="color:#203864"><a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41746-022-00592-y&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250579052%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=%2FNLPpJv8P%2B%2BNu5siTTeX0DPlnII7Be0USY8hQtU2zvU%3D&reserved=0"><span style="color:#203864">https://www.nature.com/articles/s41746-022-00592-y</span></a></span><span style="color:black;background:white"> -
Veronika Cheplygina</span><br>
<br>
<b>Date and time</b><span style="color:black;background:white">: October 26, 11.00-17.00 (Zoom). </span><br>
<span style="color:black;background:white">11.00-12.00 Internal meeting</span><br>
<span style="color:black;background:white">13.00-13.45 Keynote Veronika Cheplygina</span><br>
<span style="color:black;background:white">13.45-17.00 Technical workshop</span><br>
<b>Program</b>: please find attached and on “AIDA confluence”<o:p></o:p></span></p>
<p class="xxmsonormal"><b><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">Please register at:<span style="color:#203864">
<a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fforms.office.com%2Fr%2FemkTX7BsFA&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250579052%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=jpRHXy1%2FS8CMGThTCExocIRx%2Fc%2B0GDcOw%2BDaRaVm%2Fqg%3D&reserved=0">
<span style="color:#203864">https://forms.office.com/r/emkTX7BsFA</span></a><o:p></o:p></span></span></b></p>
<p class="xxxxmsonormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:black"><br>
</span><i><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">Zoom link will be distributed to registered participants prior to the meeting</span></i><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif"><br>
<br>
<b>Most Welcome!<o:p></o:p></b></span></p>
<p class="xxmsonormal"><i><span style="font-size:12.0pt;font-family:"Segoe UI",sans-serif">__________________________________________________________________________________________________________________________________________</span></i><span style="font-family:"Segoe UI",sans-serif"><o:p></o:p></span></p>
<p class="xxmsonormal"><i><span style="font-size:12.0pt;font-family:"Calibri Light",sans-serif"> </span></i><o:p></o:p></p>
<p class="xxmsonormal"><b><span style="font-size:13.0pt;font-family:"KorolevLiU Light",serif;color:#203864">AIDA is recruiting</span></b><span style="font-size:13.0pt;font-family:"KorolevLiU Light",serif;color:#203864"><o:p></o:p></span></p>
<ul style="margin-top:0cm" type="disc">
<li class="xxmsonormal" style="color:#203864;mso-list:l5 level1 lfo3"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:windowtext">Research engineer in data sharing:</span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:#44546A">
</span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif"><a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdatahub.aida.scilifelab.se%2Fjobs%2F2022-10-03-data-sharing-engineer%2F&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250579052%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=F%2FV5uMdJBGj4HzUQUdo0TAL2pQg9bID%2FrMEdGvYxeZ4%3D&reserved=0"><span style="color:#203864">https://datahub.aida.scilifelab.se/jobs/2022-10-03-data-sharing-engineer/</span></a><o:p></o:p></span></li><li class="xxmsonormal" style="color:#203864;mso-list:l5 level1 lfo3"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:windowtext">Research engineer in service development and operations:
</span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif"><a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdatahub.aida.scilifelab.se%2Fjobs%2F2022-10-03-devops-engineer%2F&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250735705%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=5ZRGPA6jk6IoFedkoS496SfC%2BrJ7bOU%2BXa16q8n6YHE%3D&reserved=0"><span style="color:#203864">https://datahub.aida.scilifelab.se/jobs/2022-10-03-devops-engineer/</span></a><o:p></o:p></span></li></ul>
<p class="xxmsonormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:black">Welcome to apply or to help us reach good recruits, for example by sharing our LinkedIn ads
</span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">(<span style="color:#203864"><a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fjobs%2Fview%2F3266565946%2F%3FrefId%3DZ2xEFZ4NgURAXLi0PMyXuw%253D%253D&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250735705%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=82JRgeUuzMwnlarVKTz%2FxawNo5o6n%2BoS0mdVzR%2FtEMo%3D&reserved=0"><span style="color:#203864">sharing</span></a>,
<a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.linkedin.com%2Fjobs%2Fview%2F3266569570%2F%3FrefId%3DABF4aJOSjjyZo%252F98gnommw%253D%253D&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250735705%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=D06w9zmc0BoDnhL8Z%2B5ZvHoR6w9UYJ%2BEw0cb9M6eQO8%3D&reserved=0">
<span style="color:#203864">devops</span></a></span>).<o:p></o:p></span></p>
<p class="xxmsonormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif"><o:p> </o:p></span></p>
<p class="xxmsonormal"><b><span style="font-size:13.0pt;font-family:"KorolevLiU Light",serif;color:#203864">New chance to make proposals to AIDA<o:p></o:p></span></b></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraph" style="color:black;margin-left:0cm;mso-list:l2 level1 lfo6">
<span class="MsoHyperlink"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:#203864"><a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fmedtech4health.se%2Fen%2Faida-arena%2Fapply-for-innovation-project%2F&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250735705%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=sc0%2FIlrzZiSqwxh8CpD%2BQL%2FOpDAwp6BhD6jN93KTF%2Bw%3D&reserved=0"><span style="color:#203864">Propose
an Innovation project</span></a>:</span></span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:#203864">
</span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">A project to develop AI-based decision support in imaging diagnostics. AIDA welcome proposals from groups of researchers and innovators from both academia and industry, together with a
close collaboration with clinical counterparts. Project size: ~1000 kSEK.<o:p></o:p></span></li><li class="MsoListParagraph" style="margin-left:0cm;mso-list:l2 level1 lfo6"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:#203864"><a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fmedtech4health.se%2Fen%2Faida-arena%2Fapply-for-clinical-fellowship%2F&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250735705%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=ErTYy9dYibqJN9otxqtyaxpJ7y%2BWblf%2FgghdSk1SVIY%3D&reserved=0"><span style="color:#203864">Propose
a Clinical Fellowship Project:</span></a> </span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">Care provider employees can engage in AI competence development in the form of a fellowship project. Project size: 50-400 kSEK.<o:p></o:p></span></li><li class="MsoListParagraph" style="color:black;margin-left:0cm;mso-list:l2 level1 lfo6">
<span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:#203864"><a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fmedtech4health.se%2Faida-en%2Fapply-for-clinical-evaluation%2F&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250735705%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=dqEbGp6bbP0EGsN9FxWOZFLUCTyQH8Br8Qf%2FUahcE7w%3D&reserved=0"><span style="color:#203864">Propose
a Clinical Evaluation Project</span></a>: </span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">It can be difficult for healthcare providers to get a grip on whether the AI solutions available on the market can make a real difference in their
workflows. AIDA’s project type Clinical Evaluation aims to assist care providers in crossing that threshold. Project size: 100-300 kSEK.<o:p></o:p></span></li></ul>
<p class="MsoNormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:black">The deadline for this round is November 1, 2022.<o:p></o:p></span></p>
<p class="xxmsonormal"><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif"> </span><o:p></o:p></p>
<p class="xxmsonormal"><b><span style="font-size:13.0pt;font-family:"KorolevLiU Light",serif;color:#203864">Upcoming AIDA Events 2022<o:p></o:p></span></b></p>
<ul style="margin-top:0cm" type="disc">
<li class="xxmsolistparagraph" style="color:black;margin-top:0cm;margin-bottom:0cm;mso-list:l1 level1 lfo9">
<span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">September 21-22 –
<span style="background:white">AIDA days, Uppsala</span></span><o:p></o:p></li><li class="xxmsolistparagraph" style="color:black;margin-top:0cm;margin-bottom:0cm;mso-list:l1 level1 lfo9">
<span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">October 26 – <span style="background:white">
AIDA days, technical workshop (Zoom)</span></span><o:p></o:p></li><li class="xxmsolistparagraph" style="color:black;margin-top:0cm;margin-bottom:0cm;mso-list:l1 level1 lfo9">
<span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">November 22-23 –
<span style="background:white">AIDA days, Linköping CMIV</span></span><o:p></o:p></li></ul>
<p class="xxmsolistparagraph" style="mso-margin-top-alt:0cm;margin-right:0cm;margin-bottom:0cm;margin-left:36.0pt">
<span style="color:black"><o:p> </o:p></span></p>
<ul style="margin-top:0cm" type="disc">
<li class="xxmsolistparagraph" style="color:black;margin-top:0cm;margin-bottom:0cm;mso-list:l1 level1 lfo9">
<span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;background:white">November 9-11
</span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif">– AIDA AI course for clinicians</span><span style="font-size:10.5pt;font-family:"Segoe UI",sans-serif;color:#203864">
<a href="https://eur01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fforms.office.com%2Fr%2F6rYMjsmfVG&data=05%7C01%7Ccaroline.bivik.stadler%40liu.se%7C8602c5731f0e40aab3a108da9ad85279%7C913f18ec7f264c5fa816784fe9a58edd%7C0%7C0%7C637992551250735705%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000%7C%7C%7C&sdata=tgba5QK07Xzt67fJQgSKmbfzFvqE1HviCwNnjsaLyJU%3D&reserved=0">
<span style="color:#203864">https://forms.office.com/r/6rYMjsmfVG</span></a></span><o:p></o:p></li></ul>
<p class="xxmsonormal"><span style="font-size:12.0pt"> </span><o:p></o:p></p>
<p class="xxmsonormal"><span style="font-size:12.0pt"><img border="0" width="478" height="142" style="width:4.9833in;height:1.475in" id="x_x_Bild_x0020_2" src="cid:image001.jpg@01D8CCE7.54A39CF0"></span><o:p></o:p></p>
<p class="xxmsonormal"><span style="font-size:12.0pt"> </span><o:p></o:p></p>
<p class="xxmsonormal"><i><span style="font-size:9.0pt;font-family:"Segoe UI",sans-serif">If you do not want to receive any further e-mails from AIDA. Send an email to<span style="color:#203864">
<a href="mailto:aida-info@medtech4health.se"><span style="color:#203864">aida-info@medtech4health.se</span></a></span> to unsubscribe.</span></i><o:p></o:p></p>
<p class="xxmsonormal"> <o:p></o:p></p>
<p class="MsoNormal" style="margin-bottom:12.0pt"><span style="font-size:10.0pt;font-family:"Segoe UI",sans-serif">Best regards<br>
Caroline Bivik Stadler, PhD<br>
AIDA project manager<o:p></o:p></span></p>
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<p class="MsoNormal"><b><span style="font-size:10.0pt;font-family:"Arial",sans-serif">Center for Medical Image Science and Visualization</span></b><span style="font-size:10.0pt;font-family:"Arial",sans-serif"><br>
SE-581 85 Linköping<br>
Mobile: +46 (0)70-7643 0 13<br>
Visiting address: Linköping University Hospital, floor 11<br>
Please visit us at <a href="https://liu.se/" title="liu.se"><span style="color:black">liu.se</span></a>
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