Biomedical Ontology 2016: Difference between revisions
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This course provides an introduction to biomedical ontology. It will review how data and information are generated through biological and biomedical experiments and through patient care, and show how ontologies are used in accessing, maintaining and exploiting the results. We will describe how biomedical ontologies are developed and evaluated and provide a comparative critical analysis of the principal current ontology resources. We will also review the major theories, methods and tools for the development of ontologies, and illustrate how these are being used in different areas of biomedical research and healthcare. On completion of this course students will have a thorough understanding of strategies to manage and exploit biomedical data; they will have a knowledge of categorization, of the philosophy of experimentation, of the philosophy of medicine, and of computer-based reasoning with data. | This course provides an introduction to biomedical ontology. It will review how data and information are generated through biological and biomedical experiments and through patient care, and show how ontologies are used in accessing, maintaining and exploiting the results. We will describe how biomedical ontologies are developed and evaluated and provide a comparative critical analysis of the principal current ontology resources. We will also review the major theories, methods and tools for the development of ontologies, and illustrate how these are being used in different areas of biomedical research and healthcare. On completion of this course students will have a thorough understanding of strategies to manage and exploit biomedical data; they will have a knowledge of categorization, of the philosophy of experimentation, of the philosophy of medicine, and of computer-based reasoning with data. | ||
==Recommended background reading''' == | =='''Recommended background reading''' == | ||
:R. Arp, B. Smith, A. D. Spear, ''[https://mitpress.mit.edu/index.php?q=books/building-ontologies-basic-formal-ontology Building Ontologies with Basic Formal Ontology]'' | :R. Arp, B. Smith, A. D. Spear, ''[https://mitpress.mit.edu/index.php?q=books/building-ontologies-basic-formal-ontology Building Ontologies with Basic Formal Ontology]'' | ||
== '''Recommended background video content''' == | |||
== '''Schedule''' == | == '''Schedule''' == | ||
== 8/29/2016 Introduction to Ontology 1: General Overview == | |||
Roots of ontology in artificial intelligence [https://www.academia.edu/722721/The_second_naive_physics_manifesto Second Naive Physics Manifesto]), Human Genome Project ([http://geneontology.org Gene Ontology]), library science ([https://www.nlm.nih.gov/mesh/subhierarchy.html MeSH]), Semantic Web ([https://en.wikipedia.org/wiki/Web_Ontology_Language OWL]) | |||
== 9/5/2016 Labor Day (no class) == | == 9/5/2016 Labor Day (no class) == | ||
== 9/12/2016 Introduction to Ontology == | == 9/12/2016 Introduction to Ontology 2: Ontology in Buffalo == | ||
[https://mitpress.mit.edu/index.php?q=books/building-ontologies-basic-formal-ontology Building Ontologies with Basic Formal Ontology Basic Formal Ontology], [http://obofoundry.org/ Open Biomedical Ontologies (OBO) Foundry], [http://obofoundry.org/ontology/iao.html Information Artifact Ontology], [http://www.referent-tracking.com/RTU/?page=index Referent Tracking], | |||
== 9/19/2016 Ontology of Experiments == | == 9/19/2016 Ontology of Experiments == | ||
The generation and dissemination of new knowledge through biomedical research and clinical trials | The generation and dissemination of new knowledge through biomedical research and clinical trials |
Revision as of 17:41, 14 March 2016
PHI 548. Cross-listed with BMI 508 (3 credits)
Time: 4:00-6:50pm, Mondays, Fall Semester 2016
Room: Baldy 200-G, UB North Campus
Instructors: Barry Smith (Philosophy) and Werner Ceusters (Biomedical Informatics)
Office hours: BS: Tuesdays, 12:15-1pm in 126 Park Hall and by appointment via email to [1]; WC:
Course Description
This course provides an introduction to biomedical ontology. It will review how data and information are generated through biological and biomedical experiments and through patient care, and show how ontologies are used in accessing, maintaining and exploiting the results. We will describe how biomedical ontologies are developed and evaluated and provide a comparative critical analysis of the principal current ontology resources. We will also review the major theories, methods and tools for the development of ontologies, and illustrate how these are being used in different areas of biomedical research and healthcare. On completion of this course students will have a thorough understanding of strategies to manage and exploit biomedical data; they will have a knowledge of categorization, of the philosophy of experimentation, of the philosophy of medicine, and of computer-based reasoning with data.
Recommended background reading
- R. Arp, B. Smith, A. D. Spear, Building Ontologies with Basic Formal Ontology
Recommended background video content
Schedule
8/29/2016 Introduction to Ontology 1: General Overview
Roots of ontology in artificial intelligence Second Naive Physics Manifesto), Human Genome Project (Gene Ontology), library science (MeSH), Semantic Web (OWL)
9/5/2016 Labor Day (no class)
9/12/2016 Introduction to Ontology 2: Ontology in Buffalo
Building Ontologies with Basic Formal Ontology Basic Formal Ontology, Open Biomedical Ontologies (OBO) Foundry, Information Artifact Ontology, Referent Tracking,
9/19/2016 Ontology of Experiments
The generation and dissemination of new knowledge through biomedical research and clinical trials
9/26/2016 Ontology of Clinical Practice
Disease vs. diagnosis; Electronic Health Records and other systems and techniques for modeling, representing and maintaining patient data
10/3/2016 Ontology of Social Entities
Representation of race, gender, and other demographic entities; patient consent; healthcare organizations
10/10/2016 The Gene Ontology and the Open Biomedical Ontologies Foundry
History and current theoretical foundations for the development of effective biomedical ontologies
10/17/2016 Using Ontologies to Represent Biomedical Data, Information and Knowledge
Review of the logical principles for building consistent, structured ontological representations capable of interpretation by both humans and computers
10/24/2016 Representing Types and Representing Instances (WC)
Introduction to Referent Tracking
10/31/2016 Ontology Software
Use of Protege and other tools for ontology editing, search and reasoning
11/7/2016 The Unified Medial Language System (UMLS) and its Semantic Network
11/14/2016 The SNOMED clinical terminology and ontology
11/21/2016 Big Biomedical Data
11/28/2016 Student presentations
12/5/2016 Student presentations
All students will be required to take an active part in class discussions throughout the semester and to prepare a paper on some relevant topic. The paper should be submitted in a draft version on or before October 31, and in final form on or before December 5. A powerpoint version will be presented in class in one or other of the two closing sessions.
Your grade will be determined in three equal portions deriving from:
- 1. class participation (2.5% per class attended)
- 2. paper (3000 words; deadline for draft: March 29; deadline for final version: May 3)
- 3. class presentation (graded according to quality of powerpoint slides, quality of delivery, and quality of response to questions)
For policy regarding incompletes see here
For academic integrity policy see here
For accessibility services see here