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<p class="MsoNormal"><span style="color:black">The AIME 2022 conference (<a href="https://aime22.aimedicine.info" title="https://aime22.aimedicine.info/">https://aime22.aimedicine.info</a>) invites all interested researchers to submit original contributions
regarding the development of theory, methods, systems, and applications of Artificial Intelligence in biomedicine, including the application of AI approaches in biomedical informatics, healthcare organisation and molecular medicine. The AIME 2022 conference
will be hosted **in person** by Dalhousie University in Halifax, Canada from June 14-17 2022.<span class="apple-converted-space"> </span><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">AIME 2022 will include invited speakers, long and short presentations, poster sessions, demos, tutorials, workshops and a doctoral consortium.<span class="apple-converted-space"> </span><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== Scope ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Contributions to theory and methods should present or analyze novel AI theories or methodologies for solving problems in the biomedical field. They may propose new theories and methods or extensions of existing ones. In both cases,
the work should demonstrate its utility for solving biomedical problems and highlight its contribution to the underlying theoretical basis. In addition, it should discuss assumptions, limitations and novelty with respect to the state of the art.<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Contributions addressing systems and applications should describe the development, implementation or evaluation of innovative, AI-based tools and systems in the biomedical application domain. These papers should both link the work
to underlying theory, and either analyze the potential benefits to solve biomedical problems or present empirical evidence of benefits in clinical practice.<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">The scope of the conference includes the following areas:<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black"> Machine learning and big data analytics,<o:p></o:p></span></p>
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<span style="color:black"> Knowledge discovery and data mining,<o:p></o:p></span></p>
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<span style="color:black"> Biomedical ontologies and terminologies,<o:p></o:p></span></p>
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<span style="color:black"> Biomedical knowledge acquisition and representation,<o:p></o:p></span></p>
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<span style="color:black"> Knowledge-based reasoning in biomedicine,<o:p></o:p></span></p>
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<span style="color:black"> Natural language processing,<o:p></o:p></span></p>
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<span style="color:black"> Biomedical image processing,<o:p></o:p></span></p>
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<span style="color:black"> Document classification and information retrieval,<o:p></o:p></span></p>
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<span style="color:black"> Bayesian networks, fuzzy logic and reasoning under uncertainty,<o:p></o:p></span></p>
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<span style="color:black"> Temporal and spatial representation and reasoning,<o:p></o:p></span></p>
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<span style="color:black"> Healthcare processes and workflow management,<o:p></o:p></span></p>
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<span style="color:black"> Computerized clinical practice guidelines (CPGs) and protocols,<o:p></o:p></span></p>
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<span style="color:black"> Signal processing,<o:p></o:p></span></p>
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<span style="color:black"> Visual analytics in biomedicine,<o:p></o:p></span></p>
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<span style="color:black"> Clinical decision support systems (CDSSs),<o:p></o:p></span></p>
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<span style="color:black"> Patient engagement support (personal healthcare record),<o:p></o:p></span></p>
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<span style="color:black"> Explainable AI (XAI) for health,<o:p></o:p></span></p>
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<span style="color:black"> Precision medicine and health,<o:p></o:p></span></p>
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<span style="color:black"> AI solutions for ambient assisted living, telemedicine, and e-health.<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== Clinical Relevance ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Since the healthcare domain is motivated by value creation for the patient, provider, and institution, this year a special focus will be given to demonstrating clinical relevance. Please write a subsection in the evaluation section
that describes the value created by your submitted work.<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== Best paper and student paper awards ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">A best paper award, based on the scientific quality and oral presentation of the paper at the conference, will be adjudged by the paper award committee. A monetary prize will be given to the winning paper (more details to follow).<span class="apple-converted-space"> </span><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">The best student paper, based on the quality of the paper and the oral presentation at the conference, will adjudged by the paper award committee. The winning paper will be awarded a monetary prize (more details to follow).<span class="apple-converted-space"> </span><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== John Fox Award ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">In honour of the late John Fox, we will present the best submission in dr. Fox's field of research, namely Computer Interpretable Guidelines, Soundness and Safety in Critical Systems, and Explainability, with the John Fox Memorial
Award. The presenting author will be invited to give a lecture on their submission, with an introduction pertaining to dr. Fox's research. This award is associated with a memorial prize.<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== Paper Submission ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">The conference features regular papers in two categories:<o:p></o:p></span></p>
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<span style="color:black">1. Full research papers (up to 10 pages, including references)<o:p></o:p></span></p>
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<span style="color:black">2. Short papers (up to 5 pages, including references)<span class="apple-converted-space"> </span><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Information on paper submission is available at<span class="apple-converted-space"> </span><a href="https://aime22.aimedicine.info/index.php/call-for-submissions" title="https://aime22.aimedicine.info/index.php/call-for-submissions">https://aime22.aimedicine.info/index.php/call-for-submissions</a><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Submission opens: Oct 20 2021<o:p></o:p></span></p>
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<span style="color:black">Abstract submission deadline: Jan 15 2022<o:p></o:p></span></p>
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<span style="color:black">Paper submission deadline: Jan 29 2022<o:p></o:p></span></p>
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<span style="color:black">Notification of acceptance: Mar 15 2022<o:p></o:p></span></p>
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<span style="color:black">Camera-ready submission: Apr 5 2022<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Authors of the best submissions will be invited to expand and refine their papers for possible publication in the Artificial Intelligence in Medicine journal (Elsevier).<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== Doctoral Consortium ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">A Doctoral Consortium will be hosted in conjunction with the AIME 2022 conference as an opportunity for PhD students to present their research plans or preliminary work in an informal and supportive atmosphere. Submission details are
available at<span class="apple-converted-space"> </span><a href="https://aime22.aimedicine.info/index.php/call-for-submissions/doctoral-consortium-papers" title="https://aime22.aimedicine.info/index.php/call-for-submissions/doctoral-consortium-papers">https://aime22.aimedicine.info/index.php/call-for-submissions/doctoral-consortium-papers</a><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Paper submission deadline: Mar 31 2022<o:p></o:p></span></p>
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<span style="color:black">Notification of acceptance: Apr 30 2022<o:p></o:p></span></p>
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<span style="color:black">Camera-ready submission: May 20 2022<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== Workshops, Tutorials and Demos ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">We also invite interested parties to submit a workshop or tutorial proposal. Submission details are available at<span class="apple-converted-space"> </span><a href="https://aime22.aimedicine.info/index.php/call-for-submissions/tutorials-workshops" title="https://aime22.aimedicine.info/index.php/call-for-submissions/tutorials-workshops">https://aime22.aimedicine.info/index.php/call-for-submissions/tutorials-workshops</a><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Workshop/tutorial proposal deadline: Feb 5 2022<o:p></o:p></span></p>
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<span style="color:black">Notification of acceptance: Feb 19 2022<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">=== Software application Demos ===<o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">AIME 2022 provides opportunities for presenting software demos of healthcare applications. More details on software demos are available at<span class="apple-converted-space"> </span><a href="https://aime22.aimedicine.info/index.php/call-for-submissions/demos" title="https://aime22.aimedicine.info/index.php/call-for-submissions/demos">https://aime22.aimedicine.info/index.php/call-for-submissions/demos</a><o:p></o:p></span></p>
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<span style="color:black"> <o:p></o:p></span></p>
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<span style="color:black">Demo submission deadline: Mar 31 2022<o:p></o:p></span></p>
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<span style="color:black">Notification of acceptance: Apr 30 2022<o:p></o:p></span></p>
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<span style="color:black">Camera-ready submission: May 20 2022 <o:p></o:p></span></p>
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