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<p class="MsoNormal"><a href="https://rpal.cse.usf.edu/AIHA2020/index.html#intro">1st workshop on Artificial and Affective Intelligence in Healthcare Applications for Vulnerable Populations (AIHA) 2020</a><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Held in conjunction with the <a href="https://www.micc.unifi.it/icpr2020/">
International Conference on Pattern Recognition</a><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Intelligent monitoring systems and affective computing applications have emerged in recent years to improve healthcare. Examples of these applications include intelligent monitoring of physiological changes and sedation states, assessment
of affective states such as pain and depression, and detection of neurological and developmental disorders. However, insufficient attention has been paid to the integration of contextual, personalized, uncertainty, and multimodal information into healthcare
applications of vulnerable populations. This workshop focuses on enhancing healthcare of vulnerable populations using artificial intelligence and affective computing techniques.
<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><b>Topics of interest include, but are not limited to:<o:p></o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Novel approaches to model affective and sedation states, health conditions and disorders of vulnerable populations; e.g., infants, children, elderly, functionally or verbally impaired
people.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Novel approaches to measure satisfaction and experience of vulnerable patients from different modalities; e.g., text, visual, vocal, etc.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Personalized and context-aware modeling in intelligent and affective healthcare applications.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Predictive modeling in intelligent and affective healthcare applications.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Multimodal modeling in intelligent and affective healthcare applications.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Uncertainty and explainability in intelligent and affective healthcare applications.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Novel approaches to handle missing and noisy data in real-world environments.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Design/development of methods/system for real-time healthcare applications and limited-resource computing devices.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Applications of virtual reality to enhance health of vulnerable populations.<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l1 level1 lfo1">Benchmark datasets relevant to the workshop topics.<b><o:p></o:p></b></li></ul>
<p class="MsoNormal"><b><o:p> </o:p></b></p>
<p class="MsoNormal"><b>Keynote Speakers:<o:p></o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraph" style="margin-left:0in;mso-list:l3 level1 lfo4">Rosalind Picard, MIT<b><o:p></o:p></b></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l3 level1 lfo4">Jiebo Luo, University of Rochester<b><o:p></o:p></b></li></ul>
<p class="MsoListParagraph"><b><o:p> </o:p></b></p>
<p class="MsoNormal"><b>Important Dates:<o:p></o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraph" style="margin-left:0in;mso-list:l0 level1 lfo2">Paper submission: June 5, 2020<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l0 level1 lfo2">Decision to authors: July 5, 2020<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l0 level1 lfo2">Camera-ready papers: July 19, 2020<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><b>Workshop Chairs:<o:p></o:p></b></p>
<ul style="margin-top:0in" type="disc">
<li class="MsoListParagraph" style="margin-left:0in;mso-list:l2 level1 lfo3">Ghada Zamzmi, National Institute of Health<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l2 level1 lfo3">Sameer Antani, National Institute of Health<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l2 level1 lfo3">Michel Valstar, University of Nottingham<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l2 level1 lfo3">Shaun Canavan, University of South Florida<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l2 level1 lfo3">Dmitry Goldgof, University of South Florida<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l2 level1 lfo3">Rangachar Kasturi, University of South Florida<o:p></o:p></li><li class="MsoListParagraph" style="margin-left:0in;mso-list:l2 level1 lfo3">Yu Sun, University of South Florida<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">----------------------------------------------<o:p></o:p></p>
<p class="MsoNormal">Shaun Canavan<br>
Assistant Professor<br>
Computer Science and Engineering<br>
University of South Florida<br>
4202 E Fowler Ave, ENB 315<br>
Tampa, FL 33620<br>
813-974-3137<br>
<a href="http://www.cse.usf.edu/~scanavan">http://www.cse.usf.edu/~scanavan</a> <o:p>
</o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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