Advanced Biomedical Ontology: Difference between revisions
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==Background Information== | |||
'''Department of Biomedical Informatics and Department of Philosophy''' | '''Department of Biomedical Informatics and Department of Philosophy''' | ||
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SLO ([http://ncor.buffalo.edu/2017/SLO.htm Student Learning Outcomes]) 4, 5 | SLO ([http://ncor.buffalo.edu/2017/SLO.htm Student Learning Outcomes]) 4, 5 | ||
: | [https://buffalo.box.com/s/tb03t4x1e3snhcmmnnewbb1pakvwptnc Slides] | ||
[https://buffalo.box.com/s/7me3csuyy0d1bh6g5ivnu8v6zfpy26ts Video] | |||
Advance reading | Advance reading | ||
| Line 55: | Line 57: | ||
==September 5 (Optional extra session): Core Competency Lectures (WC)== | ==September 5 (Optional extra session): Core Competency Lectures (WC)== | ||
5:00-6:30pm: How to use ontology to analyze a domain. [http://www.referent-tracking.com/RTU/files/CTSI-CCL-BMI-class1-ontology_for_domain_analysis.pptx Slides] | |||
6:30-8:00pm: Structure of Research Data Files (How to do it Right and Wrong) [http://www.referent-tracking.com/RTU/files/CTSI-CCL-BMI-class1-research-data-files.pptx Slides] | |||
---- | ---- | ||
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[http://ncor.buffalo.edu/2017/SLO.htm SLO] 1 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 1 | ||
[https://buffalo.box.com/s/nhl627625mv23sih6642mifztkx26166 Slides] | |||
[https://buffalo.box.com/s/nib5z762bca93crzxm72rlq2syu4ee21 Video] | |||
:Principles for building ontologies | :Principles for building ontologies | ||
| Line 69: | Line 74: | ||
:Introduction to BFO (Part 1) | :Introduction to BFO (Part 1) | ||
:Discussion of a proposal to define 'capability' within the BFO framework | :Discussion of a proposal to define 'capability' within the BFO framework | ||
::[https://www.youtube.com/watch?v=gJxfZ3cq5jE Video on functions, dispositions and capabilities] | ::[https://www.youtube.com/watch?v=gJxfZ3cq5jE Video on functions, dispositions and capabilities] | ||
| Line 87: | Line 88: | ||
[https://buffalo.box.com/s/z72w55bzgs5tlyxw7je1unvrqyof9hu2 Slides] | [https://buffalo.box.com/s/z72w55bzgs5tlyxw7je1unvrqyof9hu2 Slides] | ||
[https://buffalo.box.com/s/5dugfsnskqpdp383e1ksdchslxyrz30f Video] | |||
:Introduction to BFO (Part 2) | :Introduction to BFO (Part 2) | ||
| Line 102: | Line 105: | ||
---- | ---- | ||
==September 21: | ==September 21: Protégé Quickstart for Users of BFO ([http://www.jneilotte.com/ Neil Otte])== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 7 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 7 | ||
[https://buffalo.box.com/s/irx9zdg1fq0w5iw7u5lxjzjgyukwv902 Slides] | |||
[https://buffalo.box.com/s/d4tl6v1w2hpdpg6yhyr5ia510mru7qqx Video] | |||
[https://buffalo.box.com/s/hoo3bk43eanf1rzk5kf1s5b4eckrqakg Class Exercise] | |||
[https://buffalo.box.com/s/vjdx999434t3ncga1lagzxi2ueicganx Class Exercise (OWL)] | |||
Advance preparation | Advance preparation | ||
| Line 117: | Line 128: | ||
==September 28: The OBO Foundry (BS)== | ==September 28: The OBO Foundry (BS)== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 3 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 3 | ||
[https://buffalo.box.com/s/bh4dzvbvelonsne0devwxadw0qys1m8e Slides] | |||
This session will include a review of the after-class exercises submitted on September 26. | This session will include a review of the after-class exercises submitted on September 26. | ||
Advance reading | Advance reading | ||
Barry Smith, et al., “[http://www.nature.com/nbt/journal/v25/n11/pdf/nbt1346.pdf The OBO Foundry: Coordinated Evolution of Ontologies to Support Biomedical Data Integration]”, Nature Biotechnology, 25 (11), November 2007, 1251-1255. PMC2814061 | Barry Smith, et al., “[http://www.nature.com/nbt/journal/v25/n11/pdf/nbt1346.pdf The OBO Foundry: Coordinated Evolution of Ontologies to Support Biomedical Data Integration]”, ''Nature Biotechnology'', 25 (11), November 2007, 1251-1255. PMC2814061 | ||
---- | ---- | ||
==October 3 (Optional extra session): Core Competency Lectures== | ==October 3 (Optional extra session): Core Competency Lectures== | ||
:Venue: [http://www.buffaloctrc.org/contact/ CTRC 5019A&B] | :Venue: [http://www.buffaloctrc.org/contact/ CTRC 5019A&B] | ||
:5:00pm: How to Write Grants (BS) | :5:00pm: How to Write Grants (BS) [https://buffalo.box.com/s/7mp8lgh2s45cxhfp5m0iqhhqxpyvi16z Slides] | ||
:6:30pm: How to Get | :6:30pm: How to Get published (BS) [https://buffalo.box.com/s/4n05d7jy7i5a7n2cr3mvdvlkq6qeomas Slides] | ||
---- | ---- | ||
==October 5: Using referent tracking for building ontologies (WC)== | ==October 5: Using referent tracking for building ontologies (WC)== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 1, 2, 4, 6 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 1, 2, 4, 6 | ||
[https://buffalo.box.com/s/vk8y8d2h7o7dk0bs3ijjbew0y8fxmbay Slides] | |||
[https://buffalo.box.com/s/qvoet8xfxx7qigpy8oq6kur6eudm7lqd Video] | |||
Advance reading | Advance reading | ||
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---- | ---- | ||
==October 12: Building an | ==October 12: Building an Ontology== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 7 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 7 | ||
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==October 17 (Optional extra session): Core Competency Lecture== | ==October 17 (Optional extra session): Core Competency Lecture== | ||
:Venue: [http://www.buffaloctrc.org/contact/ CTRC 5019A&B] | :Venue: [http://www.buffaloctrc.org/contact/ CTRC 5019A&B] | ||
:5:00-6:30pm: Data Ethics and Responsible Data Sharing (BS) | :5:00-6:30pm: Data Ethics and Responsible Data Sharing (BS) [https://buffalo.box.com/s/b9yk8ma7rd3cwf0u6nd4le7pcdsf80gy Slides] | ||
---- | ---- | ||
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[http://ncor.buffalo.edu/2017/SLO.htm SLO] 3, 7 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 3, 7 | ||
4pm Students present their abstracts, max 4 minutes each, to be timed. | |||
4:45pm Each group discusses the abstracts of all students NOT in their group. One rapporteur should be selected for each abstract to present conclusions highlighting 1) strengths, 2) weaknesses, 3) threats to successful completion. Presentations should be use roughly 3 powerpoint slides. | |||
5:30pm Each abstract should be reported on by the corresponding rapporteur from the other group. Max 5 minutes per abstract. | |||
'''Group 1:''' | |||
[https://buffalo.box.com/s/mkp3tvihs4xp8en4w6bsk9fx4e9mdxjz Blaisure]: Ontological Study of Temporal Entities and Temporal Relations in Common Data Models | |||
[https://buffalo.box.com/s/2honlhznv9wcze4qgzvetixp84vt6fia Cox]: OGMS 2.0 – A Proposed Improvement and Extension ofthe Ontology for General Medical Science | |||
[https://buffalo.box.com/s/a8y10cph71pjod2vd12lfu0bk7i6gbqz Davies]: Ontology for National Quality Forum Evaluation Forms | |||
[https://buffalo.box.com/s/oecmliaoqfkl7n0ln6zfiblvk6exuzwv Jensen]: Linking Mental Disorders to Research Domain Criteria Constructs via OGMS and the Mental Disease Ontology | |||
[https://buffalo.box.com/s/8f4rdq7agykc1gpz21jb0v1rl4fd4bv1 Mammen]: Adverse Events and Compound Interactions | |||
'''Group 2:''' | |||
[https://buffalo.box.com/s/6ptkkcx58z7nnlckumo22a9cyj2c2nud Hudson]: Ontology for the Computational Analysis of Novel Drug Opportunities | |||
[https://buffalo.box.com/s/d1nfu14y6i2rd6tmva62dnn752jkiov2 Mullin]: Ontology-Based Classifier for Diseases | |||
[https://buffalo.box.com/s/pqshxtu5k8wfv5f1rrnmlv3l8p8e6s4p Schuler]: Diabetes Ontology | |||
[https://buffalo.box.com/s/t5079dh5yamnpqnlcafpo88xrigb8zcx Shyamashree Sinha]: Evaluating the Ontology of Epidemics | |||
[https://buffalo.box.com/s/b60ouwn1fykv17zn96jsv86hq2pbllvs Serra]: Cancer Cell Ontology | |||
[https://buffalo.box.com/s/vela25trscbc81klol3zs6iuoplgv3eu Zhao]: Ontology of Trauma Surgery | |||
---- | ---- | ||
==October 26 Principles for ontology change management in biomedical information systems (WC)== | ==October 26 Principles for ontology change management in biomedical information systems (WC)== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] | [http://ncor.buffalo.edu/2017/SLO.htm SLO] | ||
[https://buffalo.box.com/s/98mk9zclp45kzap96f17bujs1biz920d Slides] | |||
[https://buffalo.box.com/s/ju5eh12uhaakv17nve5vlywadcjv8i69 Video] | |||
Advance readings | Advance readings | ||
| Line 182: | Line 234: | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 4, 5, 7 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 4, 5, 7 | ||
Advance | [https://buffalo.box.com/s/gie67giz1wem0hgqk9arb0wydagjjpi7 Slides1] | ||
:Ceusters W, Hsu CY, Smith B. "[http://www.referent-tracking.com/RTU/ | |||
[https://buffalo.box.com/s/zwqs9b5v934iyikxmgxsna7q04bdxvue Slides2] | |||
[https://buffalo.box.com/s/jg4thkz0n8aqkpp87fy41qqlbs20vq9u Video] | |||
Advance readings: | |||
:Gliklich RE, et al. [https://www.ncbi.nlm.nih.gov/books/NBK208625/ "Interfacing Registries With Electronic Health Records"], ch. 15 of ''Registries for Evaluating Patient Outcomes: A User's Guide'', Rockville, MD: Agency for Healthcare Research and Quality, 2014. | |||
:Ceusters W, Hsu CY, Smith B. "[http://www.referent-tracking.com/RTU/files/ICBO2014-CeustersHsuSmith-FinalCameraReady/1.0/ICBO2014-CeustersHsuSmith-FinalCameraReady.pdf Clinical Data Wrangling using Ontological Realism and Referent Tracking]", ''International Conference on Biomedical Ontologies'' (ICBO 2014), CEUR Workshop Proceedings 2014;1237:27-32. | |||
Assess the extent to which the ontology resulting from the post-lecture assignment from Oct. 12 can be used to facilitate combining healthcare data in big data repositories. | Assess the extent to which the ontology resulting from the post-lecture assignment from Oct. 12 can be used to facilitate combining healthcare data in big data repositories. | ||
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'''Advance Reading: RDoC''' | '''Advance Reading: RDoC''' | ||
:[https://buffalo.box.com/s/o33sbscswbc0u64yj47y74a4za04lfsc | :[https://buffalo.box.com/s/o33sbscswbc0u64yj47y74a4za04lfsc W. Ceusters, M. Jensen and A. D. Diehl, Ontological Realism for the Research Domain Criteria for Mental Disorders] | ||
:[https://buffalo.box.com/s/ | :[https://buffalo.box.com/s/fo6sf1wyudlug5prhtb4aefljhwlsyy4 M. Jensen and A. D. Diehl, Integrating an ontology for RDOC with existing biomedical ontologies] | ||
:[https://gopher.nimh.nih.gov/research-priorities/rdoc/index.shtml Research Domain Criteria (RDoC)] | :[https://gopher.nimh.nih.gov/research-priorities/rdoc/index.shtml Research Domain Criteria (RDoC)] | ||
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==November 16 Evaluation of ontologies (WC, BS)== | ==November 16 Evaluation of ontologies (WC, BS)== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 4, 6, 8 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 4, 6, 8 | ||
Barry Smith: The Evaluation of Ontologies | |||
[https://buffalo.box.com/s/zbvva3cdrolurqtkybuzv12rs72pvs9y Slides 1] | |||
[https://buffalo.box.com/s/6ojm7gm7n1o58zjqf0gsa7uo6pq6qqb7 Video 1] | |||
Werner Ceusters: Evolutionary Quality Assessment of Ontologies | |||
[http://www.referent-tracking.com/RTU/files/BMI708-20171026-Class12-OntologyEvaluation.pptx Slides 2] | |||
[https://buffalo.box.com/s/h96gjcsyu9ahwmb3phpaazz4of77v7y5 Video 2] | |||
Advance reading | Advance reading | ||
:Barry Smith, “[http://ontology.buffalo.edu/smith/articles/Ontology(Science).pdf Ontology (Science)]”, in C. Eschenbach and M. Grüninger (eds.), Formal Ontology in Information Systems. Proceedings of the Fifth International Conference (FOIS 2008), Amsterdam: IOS Press, 21-35. | |||
:Obrst L, Ceusters W, Mani I, Ray S, Smith B. "[http://ontology.buffalo.edu/smith/articles/evaluationofontologies.pdf The Evaluation of Ontologies: toward Improved Semantic Interoperability]," in: Baker, Christopher J.O.; Cheung, Kei-Hoi (Eds.) Semantic Web: Revolutionizing Knowledge Discovery in the Life Sciences. Springer, Heidelberg, 2007;:139-58. | :Obrst L, Ceusters W, Mani I, Ray S, Smith B. "[http://ontology.buffalo.edu/smith/articles/evaluationofontologies.pdf The Evaluation of Ontologies: toward Improved Semantic Interoperability]," in: Baker, Christopher J.O.; Cheung, Kei-Hoi (Eds.) Semantic Web: Revolutionizing Knowledge Discovery in the Life Sciences. Springer, Heidelberg, 2007;:139-58. | ||
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==November 30 Student presentations 1== | ==November 30 Student presentations 1== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 6, 7 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 6, 7 | ||
4:05p.m. Jonathan Blaisure: Ontological Study of Temporal Entities and Temporal Relations in Common Data Models [https://buffalo.box.com/s/sb4l09m44x7kv4vnk787p13kscjuw86w Slides] | |||
4:30p.m. Sheryl Davies: Reliability, Signal, Population and Purpose [https://buffalo.box.com/s/t985zficevgmi4dyip5fiaz5ihca10wy Slides] | |||
5:00p.m. Sarah Mullin: Ontology-Based Classifier for Diseases | |||
5:30pm Break | |||
5:35 Manoj Mammen: Adverse Events and Compound Interactions | |||
6:05 Alexander Cox: Diagnosing Alzheimer's Disease [https://buffalo.box.com/s/cc8orrafaijry0zjgdywwp1xxwh8xatu Slides] | |||
---- | ---- | ||
==December 7 Student presentations 2== | ==December 7 Student presentations 2== | ||
[http://ncor.buffalo.edu/2017/SLO.htm SLO] 1, 4 | [http://ncor.buffalo.edu/2017/SLO.htm SLO] 1, 4 | ||
4:05pm Matt Hudson: Ontology for the Computational Analysis of Novel Drug Opportunities [https://buffalo.box.com/s/8w8him0x49encw2spdhot6r7q3itqvdq Slides] | |||
4:30pm Jim Schuler: Diabetes Ontology [https://buffalo.box.com/s/4z675tvseu3g3uqwanl1klcr3imibsh2 Slides] | |||
5:00pm Shyamashree Sinha: Evaluating the Ontology of Epidemics [https://buffalo.box.com/s/8w8him0x49encw2spdhot6r7q3itqvdq Slides] | |||
5:25pm Break | |||
5:30pm Luc Serra: Cancer Cell Ontology [https://buffalo.box.com/s/dwlfb4pi5v7xsthvcrkzz2w2j48pkokp Slides] | |||
5:55pm Jane Zhao: Ontology of Trauma Surgery [https://buffalo.box.com/s/rvk9jza7qqsbn0k0o26k9r3t04hnkz72 Slides] | |||
Latest revision as of 16:04, 11 December 2017
Background Information
Department of Biomedical Informatics and Department of Philosophy
- Type of Instruction: Seminar
- BMI 708 SEM, PHI 637 SEM
- Semester: Fall 2017
• Thursday: 4pm to 6:50pm
• Number of Credits: 3
• Course prerequisites: BMI508 / PHI548 Biomedical Ontology or PHI549 Applied Ontology (can be waived if the student has enrolled in a suitable mentored research tutorial (BMI510 / PHI599) with Ceusters or Smith).
• Instructors
- Biomedical Informatics: Werner Ceusters, MD. Contact: 77 Goodell Street, 5th floor, by
appointment only through wceusters@gmail.com
- Philosophy: Barry Smith, PhD. Contact: 126 Park Hall, N Campus, by appointment only through
phismith@buffalo.edu
Course Description
The course begins with a review of the theories underlying biomedical knowledge representation and ontology. The methods and tools for applied ontology as well as the management and maintenance of biomedical ontologies will be discussed in detail, including the principles of ontological realism and the implementation thereof in the Basic Formal Ontology (BFO). Students will gain experience with the Web Ontology Language (OWL) and the limitations thereof, and with utilities to query ontologies expressed in OWL. The course will also provide an in-depth review of current research underlying the development of biomedical ontologies as well as a comparative critical analysis of the major current biomedical ontologies and of the methods and tools used in their application, development and evaluation.
Course Organization
The course begins with a review of the biomedical/clinical research and information dissemination system that results in the generation of new knowledge and its dissemination into clinical health care practice. This review will also include the current systems and techniques that have been used to model, represent and maintain our biomedical data, information and knowledge for use by clinicians and researchers. The remainder of the course will provide an in-depth review of current theories, methods and tools for the development of ontologies for the organization and management of biomedical data, information and knowledge as well as a critical comparative analysis of the major current biomedical ontologies used in health care and biomedical research settings.
Term paper deadlines
The course concludes with a series of presentations by class participants of their term papers, which should be on a topic in biomedical ontology related to the subject-matter of their PhD research. Relevant deadlines are as follows:
- September 7: Selection of term paper topic
- October 12: Submission of 300-400 word abstract.
- November 9: Submission of draft of term paper.
- November 16: Submission of draft of powerpoint presentation.
August 31: Systems and techniques for representing biomedical data, information and knowledge using ontologies (WC)
SLO (Student Learning Outcomes) 4, 5
Advance reading
- Yu, A.C., "in Biomedical Ontology", Journal of Biomedical Informatics 39 (2006) 252–266.
- Robert Hoehndorf, Paul N. Schofield and Georgios V. Gkoutos, "The role of ontologies in biological and biomedical research: a functional perspective", Briefings in Bioinformatics, 2015, 1–12
September 5 (Optional extra session): Core Competency Lectures (WC)
5:00-6:30pm: How to use ontology to analyze a domain. Slides
6:30-8:00pm: Structure of Research Data Files (How to do it Right and Wrong) Slides
September 7: Best practice principles for building ontologies. Introduction to Basic Formal Ontology (BFO) (BS)
SLO 1
- Principles for building ontologies
- Principles for defining ontology terms
- Introduction to BFO (Part 1)
- Discussion of a proposal to define 'capability' within the BFO framework
- Today is the deadline for selection of the topic of your term paper.
Advance reading
- Barry Smith and Werner Ceusters, “Ontological Realism as a Methodology for Coordinated Evolution of Scientific Ontologies”, Applied Ontology, 5 (2010), 139–188.
- Arp R, Smith B, Spear AD. Building Ontologies with Basic Formal Ontology. MIT Press, 2015, chapters 3-4.
September 14: Information Artifact Ontology (IAO) and Ontology for General Medical Science (OGMS) (BS)
SLO 2
- Introduction to BFO (Part 2)
- Introduction to IAO
- Introduction to OGMS
Advance reading
- Arp R, Smith B, Spear AD. Building Ontologies with Basic Formal Ontology. MIT Press, 2015, chapters 5-6.
- Scheuermann RH, Ceusters W, Smith B. "Toward an ontological treatment of disease and diagnosis," Summit Transl Bioinform, 2009 Mar 1;2009:116-20.
September 21: Protégé Quickstart for Users of BFO (Neil Otte)
SLO 7
Advance preparation
- Before class, please download the Protégé Ontology Editor and install it locally on your laptop. Bring your laptop to class with you.
Advance reading
After-class exercise
- Implement in Protégé terms and definitions from Scheuermann et al. (Due date: September 26.)
September 28: The OBO Foundry (BS)
SLO 3
This session will include a review of the after-class exercises submitted on September 26.
Advance reading Barry Smith, et al., “The OBO Foundry: Coordinated Evolution of Ontologies to Support Biomedical Data Integration”, Nature Biotechnology, 25 (11), November 2007, 1251-1255. PMC2814061
October 3 (Optional extra session): Core Competency Lectures
- Venue: CTRC 5019A&B
- 5:00pm: How to Write Grants (BS) Slides
- 6:30pm: How to Get published (BS) Slides
October 5: Using referent tracking for building ontologies (WC)
SLO 1, 2, 4, 6
Advance reading
- Arp R, Smith B, Spear AD. Building Ontologies with Basic Formal Ontology. MIT Press, 2015, chapter 7.
- Hogan WR and Ceusters W. Diagnosis, misdiagnosis, lucky guess, hearsay, and more: an ontological analysis. Journal of Biomedical Semantics 2016;7(54).
After-class exercise
- Read Alert fatigue and propose terms and definitions which need to be added to OGMS to create an ontology to address alert fatigue in EHRs. Due date: October 11
October 12: Building an Ontology
SLO 7
Team exercise
- Class participants will be divided into groups. The task for each group will be
- 1. to identify some area in which ontology methods can be of value in understanding issues related to patient well-being, along the lines illustrated in the advance readings by Ceusters et al., and Souvignet et al. listed below.
- 2. to propose terms and definitions which need to be added to OGMS to create a corresponding ontology.
- 3. to make the results available electronically by the end of class.
Today is the deadline for submission of 300-400 word abstracts of your term paper. These abstracts will be critically reviewed in the meeting on October 19.
Advance readings
- Ceusters W, Capolupo M, De Moor G, Devlies J, Smith B. "An Evolutionary Approach to Realism-Based Adverse Event Representations," Methods of Information in Medicine, 2011;50(1):62-73.
- Souvignet J, Rodrigues JM. "Toward a patient safety upper level ontology," Stud Health Technol Inform. 2015;210:160-4.
October 17 (Optional extra session): Core Competency Lecture
- Venue: CTRC 5019A&B
- 5:00-6:30pm: Data Ethics and Responsible Data Sharing (BS) Slides
October 19: Review of term-paper abstracts (WC, BS)
SLO 3, 7
4pm Students present their abstracts, max 4 minutes each, to be timed.
4:45pm Each group discusses the abstracts of all students NOT in their group. One rapporteur should be selected for each abstract to present conclusions highlighting 1) strengths, 2) weaknesses, 3) threats to successful completion. Presentations should be use roughly 3 powerpoint slides.
5:30pm Each abstract should be reported on by the corresponding rapporteur from the other group. Max 5 minutes per abstract.
Group 1:
Blaisure: Ontological Study of Temporal Entities and Temporal Relations in Common Data Models
Cox: OGMS 2.0 – A Proposed Improvement and Extension ofthe Ontology for General Medical Science
Davies: Ontology for National Quality Forum Evaluation Forms
Jensen: Linking Mental Disorders to Research Domain Criteria Constructs via OGMS and the Mental Disease Ontology
Mammen: Adverse Events and Compound Interactions
Group 2:
Hudson: Ontology for the Computational Analysis of Novel Drug Opportunities
Mullin: Ontology-Based Classifier for Diseases
Schuler: Diabetes Ontology
Shyamashree Sinha: Evaluating the Ontology of Epidemics
Serra: Cancer Cell Ontology
Zhao: Ontology of Trauma Surgery
October 26 Principles for ontology change management in biomedical information systems (WC)
Advance readings
- Ceusters W. "Applying Evolutionary Terminology Auditing to the Gene Ontology", Journal of Biomedical Informatics 2009;42:518–529.
- Ceusters W. "SNOMED CT Revisions and Coded Data Repositories: When to Upgrade?" American Medical Informatics Association 2011 Annual Symposium Proceedings, Washington DC, October 22-26, 2011:197-206
After-class exercise
- Correct and improve the results of the exercises described under Sep. 21, Oct. 5 and Oct. 12 above, adhering to the principles of change management outlined on Oct. 26, and taking into account the representation here.
November 2 Ontological principles for combining healthcare data in big data repositories (WC,BS)
SLO 4, 5, 7
Advance readings:
- Gliklich RE, et al. "Interfacing Registries With Electronic Health Records", ch. 15 of Registries for Evaluating Patient Outcomes: A User's Guide, Rockville, MD: Agency for Healthcare Research and Quality, 2014.
- Ceusters W, Hsu CY, Smith B. "Clinical Data Wrangling using Ontological Realism and Referent Tracking", International Conference on Biomedical Ontologies (ICBO 2014), CEUR Workshop Proceedings 2014;1237:27-32.
Assess the extent to which the ontology resulting from the post-lecture assignment from Oct. 12 can be used to facilitate combining healthcare data in big data repositories.
November 9 Team exercise: use OGMS to improve biomedical informatics resources (WC, BS)
SLO 3, 7
Advance reading: OMOP
Advance Reading: RDoC
Today is the deadline for submission of the draft of your term paper.
November 16 Evaluation of ontologies (WC, BS)
SLO 4, 6, 8
Barry Smith: The Evaluation of Ontologies
Werner Ceusters: Evolutionary Quality Assessment of Ontologies
Advance reading
- Barry Smith, “Ontology (Science)”, in C. Eschenbach and M. Grüninger (eds.), Formal Ontology in Information Systems. Proceedings of the Fifth International Conference (FOIS 2008), Amsterdam: IOS Press, 21-35.
- Obrst L, Ceusters W, Mani I, Ray S, Smith B. "The Evaluation of Ontologies: toward Improved Semantic Interoperability," in: Baker, Christopher J.O.; Cheung, Kei-Hoi (Eds.) Semantic Web: Revolutionizing Knowledge Discovery in the Life Sciences. Springer, Heidelberg, 2007;:139-58.
FALL RECESS
November 30 Student presentations 1
SLO 6, 7
4:05p.m. Jonathan Blaisure: Ontological Study of Temporal Entities and Temporal Relations in Common Data Models Slides
4:30p.m. Sheryl Davies: Reliability, Signal, Population and Purpose Slides
5:00p.m. Sarah Mullin: Ontology-Based Classifier for Diseases
5:30pm Break
5:35 Manoj Mammen: Adverse Events and Compound Interactions
6:05 Alexander Cox: Diagnosing Alzheimer's Disease Slides
December 7 Student presentations 2
SLO 1, 4
4:05pm Matt Hudson: Ontology for the Computational Analysis of Novel Drug Opportunities Slides
4:30pm Jim Schuler: Diabetes Ontology Slides
5:00pm Shyamashree Sinha: Evaluating the Ontology of Epidemics Slides
5:25pm Break
5:30pm Luc Serra: Cancer Cell Ontology Slides
5:55pm Jane Zhao: Ontology of Trauma Surgery Slides
