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<!DOCTYPE html>
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<title>7th International Workshop on "Mental Health and Well-being: Sensing and Intervention"</title>
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<a class="navbar-brand page-scroll" href="#page-top">UbiComp Workshop 2022</a>
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<a class="page-scroll" href="#CfP">Participation Call</a>
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<a class="page-scroll" href="#program">Program</a>
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<h1>Mental Health : Sensing & Intervention (2022)</h1>
<hr>
<p> In this UbiComp 2022 workshop, we are hoping to bring researchers together to discuss requirements, opportunities, challenges and next steps in developing novel approaches for sensing and intervention in the context of mental health.</p>
<a href="#about" class="btn btn-primary btn-xl page-scroll">Find Out More</a>
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<section id="about">
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<h2 class="section-heading">UbiComp 2022 workshop</h2>
<!-- <h3 class="section-heading">September 15th</h3> -->
<!-- <h3 class="section-heading">Atlanta, GA, USA</h3> -->
<hr class="light">
<p class="text-black-faded text-left">
Mental health issues affect a significant portion of the world's
population and can result in debilitating and life-threatening
outcomes. To address this increasingly pressing healthcare
challenge, there is a need to research novel approaches for
early detection and prevention. Toward this, ubiquitous
systems can play a central role in revealing and tracking
clinically relevant behaviors, contexts, and symptoms. Further,
such systems can passively detect relapse onset and enable
the opportune delivery of effective intervention strategies.</p>
<p class="text-black-faded text-left">
However, despite their clear potential, the uptake of ubiquitous
technologies into clinical mental healthcare is rare, and a
number of challenges still face the overall efficacy of such
technology-based solutions. The goal of this workshop is to
bring together researchers interested in identifying,
articulating, and addressing such issues and opportunities.
Following the success of <a href="/past-workshops.html">past workshops</a>,
we aim to continue facilitating the UbiComp community in
developing novel approaches for sensing and intervention
in the context of mental health.</p>
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</section>
<section id="CfP">
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<h2 class="section-heading">Call For Participation</h2>
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</div>
<div class="container">
<div class="col-lg-8 col-lg-offset-2 text-center">
<p class="text-black-faded text-left">
We invite submissions in the areas and intersections of mental
health, well-being, ubiquitous computing, and human-centered design,
including but not limited to:</p>
<div class="text-black-faded text-left">
<ul>
<li><p>Design and implementation of computational platforms (e.g., mobile phones, instrumented homes, skin-patch sensors) to collect health and well-being data.</p></li>
<li><p>Investigation of new methodologies for intervention (e.g., conversational agents, AR/VR applications).</p></li>
<li><p>Design of automated inference systems from sensor data of high-level contexts (environmental, social) indicative of mental health status.</p></li>
<li><p>Design and implementation of feedback (e.g., reports, visualizations, proactive behavioral interventions, subtle or subconscious interventions etc.) for both patients and caregivers.</p></li>
<li><p>Development of robust behavioral models that can handle data sparsity and mislabeling issues.</p></li>
<li><p>Integration of multimodal data from various sensor streams for personalized predictive modeling.</p></li>
<li><p>Development of methods for sustaining user adherence and engagement over long periods of time.</p></li>
<li><p>Design of privacy-preserving strategies for data collection, analysis, and management.</p></li>
<li><p>Deployment in low-income communities/countries.</p></li>
<li><p>Identification of opportunities for UbiComp approaches (e.g., digital phenotyping, predictive modeling, micro-randomized intervention trials, adaptive interventions) to better understand factors related to addiction, drug use, and treatment efficacy and devise a research agenda in this space.</p></li>
<li><p>Integration of ubiquitous technologies into existing healthcare infrastructures and government policy.</p></li>
<li><p>Ethical aspects and frameworks for ubiquitous technologies for mental health.</p></li>
<li><p>Experience reports from clinical studies in any phase, from early pilot studies to large-scale clinical trials.</p></li>
<li><p>Experience report on regulatory issues of Ubicomp technologies for mental health, including FDA approval or CE marking.</p></li>
</ul>
</div>
</div>
</div>
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<div class="col-lg-4 col-md-8 text-center">
<div class="service-box">
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<h3>Important Dates</h3>
<div class="text-black-faded text-left">
<ul>
<li><p>Submission deadline: <b>Aug 24, 2022 (11:59 PM EDT)</b></p></li>
<li><p>Decisions to authors: <b>Aug 31, 2022</b></p></li>
<li><p>Camera-ready deadline: <b>September 3, 2022</b></p></li>
<li><p>Workshop: <b>September 15, 2022 in Atlanta, GA</b></p></li>
</ul>
</div>
</div>
</div>
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<div class="service-box">
<i class="fa fa-4x fa-file-text-o wow bounceIn text-primary" data-wow-delay=".1s"></i>
<h3>Paper Format</h3>
<p class="text-left">
We are soliciting 3 types of contributions: regular papers, challenge papers, and demonstrations (see below). Please use
the <a href="https://www.acm.org/publications/proceedings-template">sigconf format</a>. Papers should be in PDF format and not anonymized.</p>
</div>
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<i class="fa fa-4x fa-cloud-upload wow bounceIn text-primary" data-wow-delay=".2s"></i>
<h3>Submission Site</h3>
<p class="text-left"><a href="https://new.precisionconference.com/user/login">https://new.precisionconference.com/user/login</a>
Please select SIGCHI→UBICOMP2022→Ubicomp 2022 Workshop Mental Health S&I</p>
</div>
</div>
</div>
<h3>Submission Options</h3>
<div class="text-black-faded text-left">
<p>We are soliciting three types of contributions for the workshop:</p>
<ul>
<li><p>Regular scientific papers both in a short (up to 3 pages) and long (up to 6 pages) format.</p></li>
<li><p>Challenge papers (describing a specific challenge to be pitched and discussed at the workshop) in a short (up to 3 pages) format.</p></li>
<li><p>Demonstrations (describing developed technologies or early systems to be demonstrated at the workshop) in a short (up to 3 pages) format.</p></li>
</ul>
<p>All submitted papers will be reviewed and judged on originality, technical correctness, relevance, and quality of presentation. We explicitly invite submissions of papers that describe preliminary results or work-in-progress, including early clinical experience. The accepted papers will appear in the UbiComp supplemental proceedings and in the ACM Digital Library.
</ul>
</div>
</div>
</section>
<section id="program">
<div class="container">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Tentative Program</h2>
<hr class="primary">
</div>
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<table class="table table-striped">
<thead class="thead-default">
<tr>
<th>Time</th>
<th>Event</th>
</tr>
</thead>
<tbody>
<tr>
<th class="text-nowrap" scope="row">8:45 - 9:00 AM EDT</th>
<td><b>Opening Remarks</b></td>
</tr>
<tr>
<th class="text-nowrap" scope="row">9:00 - 10:00 AM EDT</th>
<td><b>Keynote 1: Wendy Nilsen (NSF)</b></td>
</tr>
<tr>
<th class="text-nowrap" scope="row">10:00 – 10:45 AM EDT</th>
<td><b>Paper Presentations I</b>
<ul>
<li><a href="./papers/2022/Laporte-LAUREATE.pdf">Exploring LAUREATE - the Longitudinal multimodAl stUdent expeRience datasEt for AffecT and mEmory research</a></li>
<li><a href="./papers/2022/Alchieri-lateralization.pdf">Effect of Lateralization in Physiological Signals from Wearable Sensors</a></li>
<li><a href="./papers/2022/Burchard-WashSpot.pdf">WashSpot: Real Time Spotting of Enacted Compulsive Hand Washing</a></li>
<li><a href="./papers/2022/Ware-ADHD.pdf">Predicting ADHD Symptoms Using Smartphone Sensing Data</a></li>
</ul>
</td>
</tr>
<tr>
<th class="text-nowrap" scope="row">10:45 – 11:00 AM EDT</th>
<td><b>Snacks Break</b> </td>
</tr>
<tr>
<th class="text-nowrap" scope="row">11:00 AM – 12:30 PM EDT</th>
<td><b>Two parallel mini-tutorials:</b>
<ul>
<li><a href="./2022-digital-biomarker-discovery-tutorial.html">Digital Biomarkers for Physiological and Mental Health Monitoring: Potential, Challenges, and Areas for Future Development</a> | <a href="https://drive.google.com/file/d/1I0y61gs3H-b9qxIEsz9qeZD5iMJCMarO/view?usp=sharing">Slides</a> | <a href="https://drive.google.com/file/d/1FuLqIiMuKUF0Psvo1mAlI-NqI9GQsuuY/view?usp=sharing">Recording</a></li>
<li><a href="./2022-mobilecoach-platform-tutorial.html">MobileCoach: An Open Source Software Platform for Digital Health Interventions</a> | <a href="https://drive.google.com/file/d/1hWZPyA3VjfuH4RdDEOc6Zuhj0-Z3VPYm/view?usp=sharing">Recording</a></li>
</ul>
</td>
</tr>
<tr>
<th class="text-nowrap" scope="row">12:30 - 1:00 PM EDT</th>
<td><b>Paper Presentations II</b>
<ul>
<li><a href="./papers/2022/Flores-facial-features.pdf">Temporal Facial Features for Depression Screening</a></li>
<li><a href="./papers/2022/Barish-school.pdf">Sensing school community needs: a co-designed, personalized mental health app for high school students, parents, and staff</a></li>
<li><a href="./papers/2022/Tlachac-screening.pdf">Left on Read: Reply Latency for Anxiety & Depression Screening</a></li>
</ul>
</td>
</tr>
<tr>
<th class="text-nowrap" scope="row">1:00 - 2:00 PM EDT</th>
<td><b>Break (bring your own lunch)</b> </td>
</tr>
<tr>
<th class="text-nowrap" scope="row">2:00 - 3:00 PM EDT</th>
<td><b>Keynote 2: Cecilia Livesey (OptumLabs) followed by fireside chat</b> </td>
</tr>
<tr>
<th class="text-nowrap" scope="row">3:00 - 4:15 PM EDT</th>
<td><b>Mentored group discussions and ideation (with some snacks available around 3:30pm)</b> </td>
</tr>
<tr>
<th class="text-nowrap" scope="row">4:15 – 4:30 PM EDT</th>
<td><b>Closing Remarks</b> </td>
</tr>
</tbody>
</table>
</div>
</div>
</section>
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<section id="program-committee">
<div class="container">
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<h2 class="section-heading">Program Committee (TBD)</h2>
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<section id="organizers">
<div class="container">
<div class="col-lg-12 text-center">
<h2 class="section-heading">Organizers</h2>
<hr class="primary">
</div>
<div class="row text-black-faded text-center">
<div class="col-lg-8 col-lg-offset-4 text-left">
<ul>
<li><p><a href="https://varunmishra.com/">Varun Mishra</a></p></li>
<li><p><a href="http://akane.sano.web.rice.edu/">Akane Sano</a></p></li>
<li><p><a href="https://sahitikunchay.github.io/">Sahiti Kunchay</a></p></li>
<li><p><a href="https://saeedabdullah.com/">Saeed Abdullah</a></p></li>
<li><p><a href="https://www.bardram.net/">Jakob E. Bardram</a></p></li>
<li><p><a href="https://empower-lab.emurnane.host.dartmouth.edu/">Elizabeth Murnane</a></p></li>
<li><p><a href="https://www.cs.cornell.edu/~tanzeem/">Tanzeem Choudhury</a></p></li>
<li><p><a href="http://www.mircomusolesi.org/">Mirco Musolesi</a></p></li>
<li><p><a href="https://giovilaza.space/">Giovanna Nunes Vilaza</a></p></li>
<li><p><a href="https://infosci.cornell.edu/~rajalakshmi/">Rajalakshmi Nandakumar</a></p></li>
<li><p><a href="https://www.tauhidurrahman.com/home">Tauhidur Rahman</a></p></li>
<li><p><a href="https://orsonxu.com/">Xuhai Xu</a></p></li>
<li><p>Zach King</p></li>
<li><p><a href="https://manasa-kalanadhabhatta.github.io/">Manasa Kalanadhabhatta</a></p></li>
<li><p><a href="https://dadler.co">Dan Adler</a></p></li>
<li><p>Rony Krell</a></p></li>
</ul>
</div>
</div>
</div>
</section>
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<h2 class="section-heading">Contact</h2>
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</div>
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If you have any questions, please feel free to send an email to <i>[email protected]</i>.
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