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| | | See [[Nineth Clinical and Translational Science Ontology Workshop]] |
| == '''Announcement''' ==
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| '''The Clinical and Translational Science Ontology Group (CTSOG)''' invites you to join us March 16-18, 2022 in Orlando, Florida to discuss AI, Complex Systems in Biomedicine, and the role of ontology both in tempering the expectations of AI and advancing it to goals it can achieve. For example, we hear things all the time like “Google’s deep-learning program for determining the 3D shapes of proteins stands to transform biology, say scientists.” An optimism of this sort as to the potential of AI is shared by many working in the field of clinical and translational science. The purpose of this workshop is to explore the basis for this optimism, by looking at successes and failures of AI in different areas of biomedicine.
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| Example topics include:
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| *Can NLP build useful medical ontologies?
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| *Machine learning and the role of ontology
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| *AI and team science
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| *AI and medical diagnosis and clinical decision support
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| *The limits of AI when applied to complex systems
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| *Complex systems and the replication crisis
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| *AI in therapeutic decision making
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| *AI in modelling cell biology
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| *AI in modelling systems biology
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| *AI-driven cell ontology
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| *The challenges of implementing AI in healthcare
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| '''Persons who are interested in participating can register [https://form.jotform.com/220035160081136 here]. If you have any questions, please contact William Hogan at hoganwr@ufl.edu.'''
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| ----
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| == '''Organizers''' ==
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| '''Workshop Co-organizers:'''
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| Bill Hogan, [https://wikitia.com/wiki/Jobst_Landgrebe Jobst Landgrebe], Barry Smith
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| '''CTSOG Co-chairs:'''
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| Bill Hogan (University of Florida College of Medicine, Gainesville, FL), hoganwr@ufl.edu
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| Barry Smith (University at Buffalo, Buffalo, NY), phismith@buffalo.edu
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| '''[http://ncorwiki.buffalo.edu/index.php/Clinical_and_Translational_Science_Ontology_Group#Annual_Workshops Past meetings of CTSOG]'''
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| == '''Sponsors''' ==
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| * University of Florida Clinical and Translational Science Institute Biomedical Informatics Program
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| == '''Date''' ==
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| March 16 (Wednesday) - 18 (Friday), 2022
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| == '''Venue'''==
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| [https://embassysuites3.hilton.com/en/hotels/florida/embassy-suites-by-hilton-orlando-lake-buena-vista-south-MCOLKES/offers/index.htm Embassy Suites by Hilton Orlando Lake Buena Vista South], Kissimmee, FL (20 minutes from Orlando airport).
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| To reserve a room in our block, click [https://book.passkey.com/e/50259470 here]. The room rate is available 3 days pre and post meeting in case you'd like to stay in Florida and enjoy the warm weather a little longer.
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| =='''Registration'''==
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| Registration is free, but we absolutely need you to register for planning purposes.
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| To register for the meeting, click [https://form.jotform.com/220035160081136 here].
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| == '''Schedule'''==
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| Outline of Agenda (starting and stopping times for official agenda each day in bold)
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| ===Tuesday March 15th===
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| Pre-Workshop Informal Meet & Greet: We will meet between 7pm and 10pm ...
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| ===Wednesday March 16th===
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| 9a-12p Working session on the ontology of social determinants of health
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| 12p-1p Lunch (available to all, not just working session participants)
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| 1p-1:15p Welcome and overview
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| 1:15p-3:15p '''AI and the Ontology of Complex Systems'''
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| *Opening Tutorial by Jobst Landgrebe, Cognotekt GmbH
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| *Abstract: “Google’s deep-learning program for determining the 3D shapes of proteins stands to transform biology, say scientists.” An optimism of this sort as to the potential of AI is shared by many working in the field of clinical and translational science. The purpose of this tutorial is to explore the basis for this optimism, by looking at successes and failures of AI in different areas of biomedicine.
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| Potential topics to be explored are:
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| :- Can NLP build useful medical ontologies?
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| :- Machine learning and the role of ontology
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| :- AI and team science
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| :- AI and medical diagnosis and clinical decision support
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| :- The limits of AI when applied to complex systems
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| :- Complex systems and the replication crisis
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| :- AI in therapeutic decision making
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| :- AI in modelling cell biology
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| :- AI in modelling systems biology
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| :- AI-driven cell ontology
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| :- The challenges of implementing AI in healthcare
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| The tutorial will focus on the question of what domains of medicine will benefit most from AI and how AI will impact the way we work in research and medical care.
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| Jobst Landgrebe is the founder and managing director of Cognotekt, an AI company based in Cologne, Germany, focusing on the creation of structured data from natural language text. Dr Landgrebe is an MD with a background in biomedical informatics. He is the co-author, with Barry Smith, of ''Why Machines Will Never Rule the World. Artificial Intelligence without Fear'', to be published by Routledge in summer 2022.
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| 3:15-3:30 Break
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| 3:30-5:00 Presentations
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| Sivaram Arabandi - Clinical Decision Support, AI, and Ontology
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| 5:30p Reception
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| ===Thursday March 17th===
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| 9a-'''5p''' Presentations with breaks and lunch provided
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| Times TBD
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| *Bill Hogan "Ontology for Social Determinants of Health with a Focus on Education"
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| *Jobst Landgrebe, '''The Replication Problem: Bad News for Medicine'''
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| :The 'replication problem' is a phrase to describe the inability of scientific communities to independently confirm the results of scientific work. It has plagued medicine as a positive science since its beginnings (Virchov and Pasteur). But it has become worse over the last 30 years and has massive consequences for healthcare practice and policy. This talk explains the reasons for the replication problem in medicine and why it is here to stay.
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| *Amelia Kahn, '''Definitions of Uncertainty'''
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| :A preliminary survey of meanings assigned by government agencies to estimative words in the domain of probability and statistics.
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| *Barry Smith, '''Capabilities'''
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| :''Capability'' has been proposed as a universal intermediate between ''Function'' and ''Disposition'' in BFO. A capability is defined as a disposition in whose realisation some organism or group of organisms has an interest. We outline the implications of this definition for medicine.
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| ===Friday March 18th===
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| 9a-12p Working session and discussion of next steps, closing
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| *Frank Manion, '''The Common Rule Ontology'''
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| *Mathias Brochhausen, '''Introduction to D-acts: The Document Act Ontology
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| *Use cases - Facilitator: Mathias Brochhausen
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| =='''Rationale/Goals'''==
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| == '''Travel Fund Application'''==
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| == '''Participants''' ==
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| *Barry Smith, co-organizer, University at Buffalo
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| *Jobst Landgrebe, co-organizer and special guest
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| *William Hogan, co-organizer, University of Florida
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| *Mathias Brochhausen, University of Arkansas for Medical Sciences
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| *Sivaram Arabandi, Ontopro
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| *Frank Manion, University of Michigan
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| *Sarah Bost, University of Florida
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| *Alex Loiacono, University of Florida
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| *Naomi Braun, University of Florida
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| *Sonya White, University of Florida
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| *Donny Weinbrenner, University of Florida
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| *Matt Diller, University of Florida
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