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    <article-meta>
      <title-group>
        <article-title>ICBO 2021 INTERNATIONAL CONFERENCE ON BIOMEDICAL ONTOLOGIES</article-title>
      </title-group>
      <kwd-group>
        <kwd>Hybrid conference</kwd>
        <kwd>hosted in Bolzano</kwd>
        <kwd>Italy and online September 15-18</kwd>
        <kwd>2021</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>edited by</p>
      <p>Janna Hastings and Adrien Barton</p>
    </sec>
    <sec id="sec-2">
      <title>Publishers and Editors:</title>
      <p>1 Otto-von-Guericke University, Department of Computer Science, Magdeburg, Germany;
and University College London, Department of Clinical, Educational and Health Psychology,
UK
2 IRIT, CNRS, Toulouse, France and GRIIS, Sherbrooke University, Canada</p>
    </sec>
    <sec id="sec-3">
      <title>Contact: Janna Hastings</title>
      <p>Insititute for Intelligent Interacting Systems, Department of Computer Science,
Otto-von-Guericke University Magdeburg, Germany
Address: Universitätsplatz 2,
39106 Magdeburg, Germany</p>
      <p>Email: hastings@ovgu.de</p>
    </sec>
    <sec id="sec-4">
      <title>Published for:</title>
      <p>International Conference on Biomedical Ontologies (ICBO) 2021, part of the Bolzano Summer
of Knowledge (BOSK) 2021
Website: https://icbo2021.inf.unibz.it/</p>
    </sec>
    <sec id="sec-5">
      <title>Online publication: CEUR Workshop Proceedings (CEUR-WS.org), http://ceur-ws.org</title>
    </sec>
    <sec id="sec-6">
      <title>Preferred citation:</title>
      <p>Janna Hastings and Adrien Barton (eds.): ICBO 2021 – International Conference on Biomedical
Ontologies. Proceedings of the 12th International Conference on Biomedical Ontologies,
September 15-18th, 2021. CEUR-WS.org.</p>
      <p>It is recommended to include further the CEUR-WS.org volume number and the URL to that
volume.</p>
      <p>Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2021 for the
volume as a collection by its editors. This volume and its papers are published under the
Creative Commons License Attribution 4.0 International (CC BY 4.0).
Against the backdrop of the ongoing COVID pandemic, the International Conference on
Biomedical Ontologies (ICBO) 2021 was held as a hybrid in-person and virtual event, hosted
by the Free University of Bozen-Bolzano, Italy and co-located with other Bolzano Summer of
Knowledge (BoSK) 2021 events including Formal Ontologies in Information Systems (FOIS),
with which ICBO shared a joint keynote. Due to ongoing travel restrictions and
healthrelated concerns among the community, the direct in-person attendance of each individual
BoSK event was relatively small, but taken together there were a good crowd of persons
interested in diverse aspects of ontologies and knowledge representation technologies,
which was very welcome after the disruption of community-building activities over the
previous 18 months. Furthermore, the event was supplemented by extensive online
participation via the Zoom platform, with a significant portion of the presentations being
delivered remotely and 75% of the attendees attending remotely. At the same time, a
parallel discussion server was held using the Discord platform, which enabled the
presentations in the main session to stick to time while additional questions could be
answered asynchronously on Discord. It is likely that the hybrid format for conferences will
be with us for a long time into the future, and as such it is an opportunity for optimism that
this has proven to work for the ICBO community.</p>
      <p>Contributions were accepted to three tracks: main research papers, early career abstracts,
and flash presentation abstracts (short papers). Each submission to ICBO 2021 was assessed
by three reviewers selected from the program committee for the event. Among the topics of
contributions to this year’s ICBO were ontologies for coronavirus description and semantic
data integration in support of health research, clinical ontologies, ontologies for
environmental exposures and accompanying health risks, phenotype ontologies, gender,
food-related ontologies and ontologies for the behavioral domain. Furthermore, some
technical advances in tooling were presented, such as the introduction of the Horned-OWL
scalable OWL programmatic access library, and utilities such as LinkML for representing
mappings between ontologies. The two keynotes focused on complementary and topically
highly relevant themes: Stefan Schulz spoke about mapping between the medical world of
clinical vocabularies and the bio-ontology world by aligning the widely used clinical
vocabulary SNOMED with the Basic Formal Ontology, while Chris Mungall gave a whirlwind
tour of the history of and recent developments in the OBO Foundry.</p>
      <sec id="sec-6-1">
        <title>Acknowledgements and Sponsorship</title>
        <p>The organizers thank everyone involved in making ICBO 2021 happen, in particular the
heroic work of the team of local organizers in Bolzano, who successfully pulled together a
massively complex series of hybrid events and solved the inevitable technical challenges
with astonishing levels of grace, speed and humor. The organizers would furthermore like to
thank the keynote speakers, the authors of contributions, the Program Committee
members, those who contribute to the organization behind the scenes, as well as those
participating in the sessions, with or without their own presentation. Moreover, we
appreciate the acknowledgement of the conference by the International Association for
Ontology and its Applications (IAOA) as an IAOA Supported Event and we are grateful for the
services provided by EasyChair and the free services provided by CEUR-WS.org.
Last but not least, we acknowledge the generous hosting of the virtual sessions by the Free
University of Bozen-Bolzano, Italy.
Adrien Barton
Randi Vita
Nicole Vasilevsky
Robert Hoehndorf</p>
      </sec>
      <sec id="sec-6-2">
        <title>Local Organizers</title>
        <p>Oliver Kutz
Guendalina Righetti
Nicolas Troquard</p>
      </sec>
      <sec id="sec-6-3">
        <title>Keynote Speakers</title>
        <p>Stefan Schulz
Chris Mungall</p>
      </sec>
      <sec id="sec-6-4">
        <title>Program Committee</title>
        <p>Sivaram Arabandi
Leyla Garcia
James P. Balhoff
Jonathan Bona
Tiffany Callahan
Lauren Chan
Melanie Courtot
Francisco Couto
Alexander D. Diehl
S. Clint Dowland
William Duncan
Michel Dumontier
Paul Fabry
Jesualdo Tomás
FernándezBreis
Yongqun He
Amanda Hicks
William Hogan
Rebecca C. Jackson
Mark Jensen
Senay Kafkas
Kouji Kozaki
Phillip Lord
Otto-von-Guericke University Magdeburg, Germany &amp;
University College London, UK
IRIT, CNRS, France &amp; Sherbrooke University, Canada
La Jolla Institute for Immunology, USA
Translational and Integrative Sciences Laboratory, University
of Colorado Center for Health AI, Colorado, USA
King Abdullah University of Science and Technology, Saudi
Arabia
Free University of Bozen-Bolzano, Italy
Free University of Bozen-Bolzano, Italy
Free University of Bozen-Bolzano, Italy
Medical University of Graz, Austria
Berkeley, California, USA
Intelligent Medical Objects, USA
ZB MED Information Centre for Life Sciences, Germany
University of North Carolina at Chapel Hill, USA
University of Arkansas, USA
University of Colorado Anschutz Medical Campus, USA
TISLab, University of Colorado Center for Health AI, USA
EMBL-EBI, UK
University of Lisbon, Portugal
University at Buffalo, USA
University of Florida, USA
Lawrence Berkeley National Laboratory, USA
Maastricht University, NL
GRIIS, Université de Sherbrooke, Canada
University of Murcia, Spain
University of Michigan, USA
University of Florida, USA
University of Florida, USA
Knocean, inc., Canada
University at Buffalo, USA
King Abdullah University of Science and Technology, Saudi
Arabia
Osaka Electro-Communication University, Japan
Newcastle University, UK
University of Lisbon, Portugal
La Jolla Institute for Immunology, USA
The Jackson Laboratory for Genomic Medicine, USA
Leiden University Medical Center, NL
Medical University of Vienna, Austria
University of Cambridge, UK
University of Maryland, USA
University at Buffalo, USA
University of Manchester, UK
GRIIS, Université de Sherbrooke, Canada
University of Pennsylvania, USA</p>
      </sec>
      <sec id="sec-6-5">
        <title>Invited talks</title>
        <p>SNOMED CT x BFO: can the gap between legacy terminology and foundational
ontology be bridged?
Stefan Schulz
The Human Behaviour-Change Project and the Behaviour Change Intervention
Ontology
Susan Michie</p>
        <p>Representing Gender in Ontologies: A Dispositional Perspective 1-12
Fumiaki Toyoshima, Adrien Barton, Paul Fabry, Jean-François Ethier
Assessing the consistency of modeling in complex ontologies: A study of the
musculoskeletal system of the Foundational Model of Anatomy 13-23
Melissa D. Clarkson, Landon T. Detwiler, Kristen M. Platt, Steven Roggenkamp
Toward A Dairy Ontology to Support Precision Farming 24-35
Victor Fuentes, Tomas Martin, Petko Valtchev, Abdoulaye Baniré Diallo, René
Lacroix, Maxime Leduc
An ontological analysis of health procedure information 36-47</p>
        <p>Paul Fabry, Francois Goyer, Adrien Barton, Jean-Francois Ethier
Early Career Papers
• A semantic model leveraging pattern-based ontology terms to bridge
environmental exposures and health outcomes 48-55
Lauren E. Chan, Nicole A. Vasilevsky, Anne Thessen, Nicolas Matentzoglu, William
D. Duncan, Christopher J. Mungall, Melissa A. Haendel
• Modeling Logical Definitions in Biomedical Ontologies by Reusing Ontology
Design Patterns 56-62
Mirna El Ghosh, Fethi Ghazouani, Benjamin Birene, Elise Akan, Jean Charlet,
Ferdinand Dhombres
• Challenges in Realism-Based Ontology Design: a Case Study on Creating an
Ontology for Motivational Learning Theories 63-69</p>
        <p>Irshad Ally, Werner Ceusters
• Ontology-based modeling, representation, and analysis of biomarkers in healthy
and disease kidney tissue 70-76</p>
        <p>Yingtong Liu, Wenjun Ju, Becky Steck, Sanjay Jain, Matthias Kretzler, Yongqun He
• Improving Biomedical Data by Improving the Information Artifact Ontology
7783</p>
        <p>Eric C. Merrell, Robert M. Kelly
Short Papers
•
•
•
•
•
•
•
•
• Reclassification of Infectious Disease in the Mondo Disease Ontology 104-109
Nicole Vasilevsky, Sabrina Toro, Nico Matentzoglu, Dazhi Jiao, Melissa Haendel,
Peter N. Robinson, Christopher J. Mungall
• Identification and ontology term enrichment analysis of genes associated with
COVID-19 and acute kidney disease 110-115</p>
        <p>Guirui Huang, Suyuan Peng, Luxia Zhang, Yongqun He
• Ontology modeling and analysis of COVID-19-associated Acute Kidney Injury
and its underlying molecular mechanisms 116-121</p>
        <p>Easheta Shah, Roshan Desai, Yongqun He, Suyuan Peng, Luxia Zhang
• A community effort for COVID-19 Ontology Harmonization 122-127
Asiyah Lin, Yuki Yamagata, William D. Duncan, Leigh Carmody, Tatsuya Kushida,
Hiroshi Masuya, ohn Beverley, Biswanath Dutta, Michael DeBellis, Zoë May
Pendlington, Paola Roncaglia, Yongqun He
Extended Abstracts for Flash Presentations
Workshop on Ontologies for the Behavioural and Social Sciences</p>
      </sec>
    </sec>
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