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</o:shapelayout></xml><![endif]--></head><body lang=DE link="#0563C1" vlink="#954F72" style='word-wrap:break-word'><div class=WordSection1><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline'><span class=normaltextrun><b><span lang=EN-IN style='color:black'>Artificial Intelligence, Causality and Personalized Medicine (AICPM 2023)</span></b></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-IN style='color:black'><a href="https://aicpm2023.de/">https://aicpm2023.de/</a></span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black'>Call for abstract submission</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black'>Benefiting from a huge amount of data with multiple modalities in the big data era, the rapid evolution of artificial intelligence (AI) is contributing to advances in medical applications. Such applications include genetic data are analysed for predicting risks of cancer or treatment outcome in oncology; clinical data from electronic health records are useful for predicting specific diseases, such as sepsis in intensive care units; and bio-signals can be processed by AI for many applications, such as e</span></span><span class=normaltextrun><span lang=FR style='color:black'>lectrocardiography</span></span><span class=normaltextrun><span lang=EN-US style='color:black'>. In particular, personalised medicine will benefit from intelligent, reliable, and responsible AI systems, therefore improving care and the quality of life.</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black'>Current machine learning systems often lack understanding of the relationship between causes and effects in their domain. Causal reasoning is, therefore, being recognized as a missing piece in AI methods. Integrating causality into machine learning methods will be integral for designing next generation intelligent systems. The causality framework allows researchers to represent medical background knowledge in an explainable manner. Thus, causal AI promises to improve further personalised medical applications with trustworthy and fair decision-making. </span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black'>In this context, the AICPM Symposium is calling for high-quality abstract submissions in the research field of AI and medicine, with the goal of promoting research development and agenda setting in this interdisciplinary domain. </span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><b><span lang=EN-US style='color:black'>We invite discussions at the intersection of AI and outlined topics in medicine. The research topics include, but are not limited to:</span></b></span><span class=eop><span style='color:black'> </span></span><span style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.5in;text-align:justify;text-indent:0in;mso-list:l0 level1 lfo1;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><![if !supportLists]><span lang=EN-US style='font-size:10.0pt;font-family:Symbol;color:black'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span class=normaltextrun><span lang=EN-US style='color:black'>Specific uses and use cases of AI and ML in medical contexts, lessons learned and best practices</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='color:black'><o:p></o:p></span></p><p class=paragraph style='mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.5in;text-align:justify;text-indent:0in;mso-list:l0 level1 lfo1;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><![if !supportLists]><span lang=EN-US style='font-size:10.0pt;font-family:Symbol;color:black'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span class=normaltextrun><span lang=EN-US style='color:black'>Reporting of specific data-intensive medical experiments </span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='color:black'><o:p></o:p></span></p><p class=paragraph style='mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.5in;text-align:justify;text-indent:0in;mso-list:l1 level1 lfo2;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><![if !supportLists]><span lang=EN-US style='font-size:10.0pt;font-family:Symbol;color:black'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span class=normaltextrun><span lang=EN-US style='color:black'>Prototypes of AI systems in medical applications, decision support systems</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='color:black'><o:p></o:p></span></p><p class=paragraph style='mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.5in;text-align:justify;text-indent:0in;mso-list:l1 level1 lfo2;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><![if !supportLists]><span lang=EN-US style='font-size:10.0pt;font-family:Symbol;color:black'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span class=normaltextrun><span lang=EN-US style='color:black'>Machine learning approaches in medical applications</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='color:black'><o:p></o:p></span></p><p class=paragraph style='mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.5in;text-align:justify;text-indent:0in;mso-list:l1 level1 lfo2;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><![if !supportLists]><span lang=EN-US style='font-size:10.0pt;font-family:Symbol;color:black'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>Causality of AI in p</span></span><span class=normaltextrun><span lang=IT style='color:black;background:white'>ersonali</span></span><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>sed m</span></span><span class=normaltextrun><span lang=IT style='color:black;background:white'>edicine</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='color:black'><o:p></o:p></span></p><p class=paragraph style='mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.5in;text-align:justify;text-indent:0in;mso-list:l1 level1 lfo2;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><![if !supportLists]><span style='font-size:10.0pt;font-family:Symbol;color:black'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span class=normaltextrun><span style='color:black'>Trustworthy AI in personalised medicine</span></span><span class=eop><span style='color:black'> </span></span><span style='color:black'><o:p></o:p></span></p><p class=paragraph style='mso-margin-top-alt:0in;margin-right:0in;margin-bottom:0in;margin-left:.5in;text-align:justify;text-indent:0in;mso-list:l1 level1 lfo2;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><![if !supportLists]><span lang=EN-US style='font-size:10.0pt;font-family:Symbol;color:black'><span style='mso-list:Ignore'>·<span style='font:7.0pt "Times New Roman"'> </span></span></span><![endif]><span class=normaltextrun><span lang=EN-US style='color:black'>Ethical and fair AI in personalised medicine</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black'>The selected abstracts will be invited to be presented either in poster or oral format. There will also be an opportunity to submit full papers for publication in the Proceedings of the symposium. For submission we will follow the LNCS format. The overleaf link can be found </span></span><span style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><a href="https://www.overleaf.com/latex/templates/springer-lecture-notes-in-computer-science/kzwwpvhwnvfj#.WuA4JS5uZpi" target="_blank"><span class=normaltextrun><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:black'>here</span></span></a></span><span class=normaltextrun><span lang=EN-US style='color:black'>. The latex and word templates can be downloaded </span></span><span style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><a href="https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines" target="_blank"><span class=normaltextrun><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:black'>here</span></span></a></span><span class=normaltextrun><span lang=EN-US style='color:black'>. </span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><b><span lang=EN-US style='color:black'>Each submission is limited to a maximum of two pages. The abstracts can be submitted through EasyChair </span></b></span><span style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><a href="https://easychair.org/conferences/?conf=aicpm2023" target="_blank"><span class=normaltextrun><b><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:black'>here</span></b></span></a></span><span class=normaltextrun><b><span lang=EN-US style='color:black'>.</span></b></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>Important dates:</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>Abstract submission:</span></span><span class=tabchar><span lang=EN-US style='color:black'> </span></span><span class=normaltextrun><span lang=EN-US style='color:black;background:white'> 15 May 2023 </span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>Outcome notification: </span></span><span class=tabchar><span lang=EN-US style='color:black'> </span></span><span class=tabchar><span lang=EN-US style='font-size:12.0pt;color:black'> </span></span><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>15 June 2023</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>With Best Regards,</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span lang=EN-US style='color:black;background:white'>Michael Marschollek, Hannover Medical School, Germany</span></span><span class=eop><span lang=EN-US style='color:black'> </span></span><span lang=EN-US style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=paragraph style='margin:0in;text-align:justify;vertical-align:baseline;user-select: text;-webkit-user-drag: none;-webkit-tap-highlight-color: transparent;overflow-wrap: break-word;white-space:pre-wrap;font-kerning: none'><span class=normaltextrun><span style='color:black;background:white'>Niloy Ganguly, IIT Kharagpur, India</span></span><span class=eop><span style='color:black'> </span></span><span style='font-size:9.0pt;font-family:"Segoe UI",sans-serif;color:black'><o:p></o:p></span></p><p class=MsoNormal><o:p> </o:p></p></div></body></html>