two level authoring of computer interpretable guidelines
play

Two-level Authoring of Computer- Interpretable Guidelines David - PowerPoint PPT Presentation

Dec 31, 2022 •389 likes •528 views

Two-level Authoring of Computer-Interpretable Guidelines XXIII International Conference of the European Federation for Medical Informatics MIE2011, August 30 2011, Oslo, Norway Short Communication: Two-level Authoring of Computer- Interpretable

  1. Two-level Authoring of Computer-Interpretable Guidelines XXIII International Conference of the European Federation for Medical Informatics MIE2011, August 30 2011, Oslo, Norway Short Communication: Two-level Authoring of Computer- Interpretable Guidelines David Buenestado, Juan M. Pikatza, Unai Languages and Computer Systems Department, Computer Science Faculty, UPV/EHU; Donostia- Segundo, Ander Iruetaguena, Raúl Barrena San Sebastián, Spain Luis Aldámiz-Echevarría Paediatrics Service, Cruces Hospital, Osakidetza; Barakaldo, Spain . - 1 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  2. Two-level Authoring of Computer-Interpretable Guidelines Motivation • Clinical Practice Guidelines ( CPG ) assist practitioners and patients on decisions about appropriate healthcare • Clinical Decision Support Systems ( CDSS ) based on Computer Interpretable Guidelines ( CIG ) • CIG authoring is an interdisciplinary collaborative process: • Medical experts • Knowledge engineers • Proposal: two-level CIG authoring method . - 2 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  3. Two-level Authoring of Computer-Interpretable Guidelines Background • Task-Network Model (TNM): • CIGs composed of tasks hierarchically organised . - 3 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  4. Two-level Authoring of Computer-Interpretable Guidelines Background • Model-Driven Engineering (MDE): • Platform- independence and adaptability • CIG metamodel: basic components of CIGs • CIG editors obtained from metamodel . - 4 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  5. Two-level Authoring of Computer-Interpretable Guidelines Method overview The output of the first level is the input of the second . - 5 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  6. Two-level Authoring of Computer-Interpretable Guidelines First level: Medical expert • User-friendly graphical CIG editor • Model CIGs as graphs of tasks (no implementation details) • Search engines for complementary information : • Medical terminology (UMLS) • Bibliography (PubMed) • Evidence (Cochrane) • Drugs (PubChem, Vademecum – only in Spanish) . - 6 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  7. Two-level Authoring of Computer-Interpretable Guidelines First level: Graphical editor . - 7 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  8. Two-level Authoring of Computer-Interpretable Guidelines First level: Concept Search Engine . - 8 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  9. Two-level Authoring of Computer-Interpretable Guidelines First level: Diagnosis table editor Factors Categories . - 9 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  10. Two-level Authoring of Computer-Interpretable Guidelines Second level: Knowledge Engineer • Tree-based editor from an extended metamodel • Filling of implementation details: • Calculations and conditional expressions • Temporal constraints on tasks • Generated classification systems: • Fuzzy Cognitive Maps • Fuzzy Inference Systems • … . - 10 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  11. Two-level Authoring of Computer-Interpretable Guidelines Second level: Tree-based editor . - 11 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  12. Two-level Authoring of Computer-Interpretable Guidelines Results and future work • 3 CIGs developed on child asthma and hyperammonemia using this method • Accesible through e-GuidesMed guidelines execution portal ( www.e-guidesmed.ehu.es ) • Improvement in the collaborative process of CIG authoring and quality of CIGs • Near future : implementation of protocols in primary health care and for educational purposes . - 12 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

  13. Two-level Authoring of Computer-Interpretable Guidelines Two-level Authoring of Computer-Interpretable Guidelines XXIII International Conference of the European Federation for Medical Informatics MIE2011, August 30 2011, Oslo, Norway THANK YOU FOR YOUR ATTENTION For further information, please contact me at david.buenestado@ehu.es David Buenestado, Juan M. Pikatza, Unai Languages and Computer Systems Department, Computer Science Faculty, UPV/EHU; Donostia- Segundo, Ander Iruetaguena, Raúl Barrena San Sebastián, Spain Luis Aldámiz-Echevarría Paediatrics Service, Cruces Hospital, Osakidetza; Barakaldo, Spain . - 13 - David Buenestado, LSI Dpt. UPV/EHU. MIE2011, Oslo, Norway, 2011

Recommend

A Systematic Literature Review on Evaluation of Digital Tools for Authoring Evidence - based

A Systematic Literature Review on Evaluation of Digital Tools for Authoring Evidence - based

A Systematic Literature Review on Evaluation of Digital Tools for Authoring Evidence - based Clinical Guidelines Soudabeh KHODAMBASHI and ystein NYTR Department of Computer Science, Norwegian University of Science and Technology, Trondheim,

231 views • 7 slides
A Common Criteria A Common Criteria Authoring Environment Authoring Environment * Supporting

A Common Criteria A Common Criteria Authoring Environment Authoring Environment * Supporting

A Common Criteria A Common Criteria Authoring Environment Authoring Environment * Supporting Composition * Supporting Composition Rance DeLong a , John Rushby Computer Science Laboratory SRI International Menlo Park CA USA 8th

478 views • 36 slides
Towards ITS Authoring Tools for Domain Experts Robert

Towards ITS Authoring Tools for Domain Experts Robert

Towards ITS Authoring Tools for Domain Experts Robert Taylor Andy Smith Bradford Mo0 Samuel Leeman-Munk James Lester Department of Computer

411 views • 39 slides
1 How gates work NOT ( ) NAND ( ) o Transistors can be made to

1 How gates work NOT ( ) NAND ( ) o Transistors can be made to

The digital logic level Bits and Gates ... The digital logic level Level 2 Conventional Machine Level Level 1 Micro Programming Level Computer Science Ground Floor Digitial Logic Level CS240 Computer Organization Department of Computer

83 views • 6 slides
Multimedia authoring tools for computer assisted teaching & learning A concept of a possible

Multimedia authoring tools for computer assisted teaching & learning A concept of a possible

Multimedia authoring tools for computer assisted teaching & learning A concept of a possible project Key factors The concept is based on a triangle of mutually related models Pedagogical model -- objectives Informational model

717 views • 30 slides
Rebecca Gatward Introduction Organisations have their own unique approaches to authoring g q

Rebecca Gatward Introduction Organisations have their own unique approaches to authoring g q

Authoring Blaise questionnaires Authoring Blaise questionnaires a task for the survey specialist or an IT programmer? Rebecca Gatward Introduction Organisations have their own unique approaches to authoring g q pp g Blaise

351 views • 18 slides
Authoring Support with Authoring Support with acrolinx IQ acrolinx - the company

Authoring Support with Authoring Support with acrolinx IQ acrolinx - the company

Authoring Support with Authoring Support with acrolinx IQ acrolinx - the company acrolinx - the company production of technical documents NLP for spelling and terminology spelling and terminology grammar style

419 views • 38 slides
loom p W eb 3 .0 Content Authoring Linked Data Authoring for Non-Experts Ralf Heese, Markus

loom p W eb 3 .0 Content Authoring Linked Data Authoring for Non-Experts Ralf Heese, Markus

loom p W eb 3 .0 Content Authoring Linked Data Authoring for Non-Experts Ralf Heese, Markus Luczak-Rsch, Radoslaw Oldakowski AG Corporate Semantic Web Freie Universitt Berlin AG Corporate Sem antic W eb Freie Universitt Berlin

254 views • 14 slides
STRUCTURED AUTHORING FORCING PEOPLE INTO STANDARDS, ONE DOCUMENT AT A TIME. UNSTRUCTURED &

STRUCTURED AUTHORING FORCING PEOPLE INTO STANDARDS, ONE DOCUMENT AT A TIME. UNSTRUCTURED &

STRUCTURED AUTHORING FORCING PEOPLE INTO STANDARDS, ONE DOCUMENT AT A TIME. UNSTRUCTURED & STRUCTURED AUTHORING Microsoft Word documents or A publishing workflow that lets you Google Docs define and enforce consistent

213 views • 9 slides
PAT: An intelligent Authoring Tool for facilitating Clinical Trial Design Anastasios TAGARIS,

PAT: An intelligent Authoring Tool for facilitating Clinical Trial Design Anastasios TAGARIS,

Institute of Communication and Computer Systems (ICCS), National Technical University of Athens, (NTUA), Greece PAT: An intelligent Authoring Tool for facilitating Clinical Trial Design Anastasios TAGARIS, Vassiliki ANDRONIKOU, Efstathios

696 views • 41 slides
(e)CTD and Authoring at Genzyme Presentation for Medical Writer Groep Nederland 8 December 2005

(e)CTD and Authoring at Genzyme Presentation for Medical Writer Groep Nederland 8 December 2005

(e)CTD and Authoring at Genzyme Presentation for Medical Writer Groep Nederland 8 December 2005 What CTD and Documents Tools Authoring / Review and RA Operations Some tips on Dos and Don'ts Diagrammatic Representation of

437 views • 20 slides
A Presentation Authoring Tool for Media Devices Distributed Environments Hangjin Zhang 1 , Qiong

A Presentation Authoring Tool for Media Devices Distributed Environments Hangjin Zhang 1 , Qiong

A Presentation Authoring Tool for Media Devices Distributed Environments Hangjin Zhang 1 , Qiong Liu 2 , Surapong Lertsithichai 2 , Chunyuan Liao 3 , Don Kimber 2 1 Department of Computer Science, Univ. of California, Santa Barbara,

248 views • 4 slides
IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules

IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules

IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules Bishwamittra Ghosh Joint work with Kuldeep S. Meel 1 Applications of Machine Learning 2 Example Dataset 3 Representation of an interpretable

1.24k views • 55 slides
Interpretable sets in o-minimal structures Will Johnson March 27, 2015 Will Johnson

Interpretable sets in o-minimal structures Will Johnson March 27, 2015 Will Johnson

Interpretable sets in o-minimal structures Will Johnson March 27, 2015 Will Johnson Interpretable sets in o-minimal structures March 27, 2015 1 / 13 Interpretable groups in o-minimal theories Theorem (Ramakrishnan, Peterzil, Eleftheriou)

937 views • 44 slides
From ML Successes to Applications ICIP18 Tutorial on Interpretable Deep Learning 2 Black Box

From ML Successes to Applications ICIP18 Tutorial on Interpretable Deep Learning 2 Black Box

From ML Successes to Applications ICIP18 Tutorial on Interpretable Deep Learning 2 Black Box Models Huge volumes of data Solve task Computing power Deep Neural Network Information (implicit) ICIP18 Tutorial on Interpretable Deep

540 views • 33 slides
Design of a web-based courseware authoring and presentation system Engr. Prof Hyacinth C. Inyiama

Design of a web-based courseware authoring and presentation system Engr. Prof Hyacinth C. Inyiama

(IJACSA) International Journal of Advanced Computer Science and Applications, Vol.3, No.2, 2011 Design of a web-based courseware authoring and presentation system Engr. Prof Hyacinth C. Inyiama Engr. Miss Chioma N. Anozie Electronic and

85 views • 6 slides
Project Plan Enhanced Program Guide Authoring Services The Capstone Experience Team Motorola

Project Plan Enhanced Program Guide Authoring Services The Capstone Experience Team Motorola

Project Plan Enhanced Program Guide Authoring Services The Capstone Experience Team Motorola Mobility Alex Boyd Chris Goad Rory Hool Haohan Lin Department of Computer Science and Engineering Michigan State University Spring 2011 From

382 views • 15 slides
Authoring Learning Board Games for Moodle Authors: Ioannis Liomas, Symeon Retalis University of

Authoring Learning Board Games for Moodle Authors: Ioannis Liomas, Symeon Retalis University of

MoodleMoot Conference Athens, 2017 Authoring Learning Board Games for Moodle Authors: Ioannis Liomas, Symeon Retalis University of Piraeus Department of Digital Systems Computer Supported Learning Engineering Laboratory

352 views • 16 slides
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang 1 , Yin Li

Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang 1 , Yin Li

Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang 1 , Yin Li 2,1 1. Department of Computer Sciences 2. Department of Biostatistics & Medical Informatics Interpretation = part segmentation + part attribution

2.17k views • 13 slides
Learning Interpretable Models Expressed in Linear Temporal Logic Alberto Camacho 1 , 2 and Sheila

Learning Interpretable Models Expressed in Linear Temporal Logic Alberto Camacho 1 , 2 and Sheila

Learning Interpretable Models Expressed in Linear Temporal Logic Alberto Camacho 1 , 2 and Sheila McIlraith 1 , 2 1 Department of Computer Science, University of Toronto 2 Vector Institute { acamacho, sheila } @cs.toronto.edu ICAPS 2019 July 13,

457 views • 19 slides
Deep Visual Models with Interpretable Features and Modularized Structures Quanshi Zhang John

Deep Visual Models with Interpretable Features and Modularized Structures Quanshi Zhang John

Deep Visual Models with Interpretable Features and Modularized Structures Quanshi Zhang John Hopcroft Center Shanghai Jiao Tong University Quanshi Zhang, Ying Nian Wu, and Song-Chun Zhu, "Interpretable Convolutional Neural Networks"

694 views • 42 slides
Authoring Web-accessible STEM documents Volker Sorge Progressive Accessibility MathJax School

Authoring Web-accessible STEM documents Volker Sorge Progressive Accessibility MathJax School

Authoring Web-accessible STEM documents Volker Sorge Progressive Accessibility MathJax School of Computer Science Solutions Consortium University of Birmingham Birmingham, UK mathjax.org cs.bham.ac.uk progressiveaccess.com Empower 2018,

619 views • 35 slides
Spread and Sparse: Learning Interpretable Transforms for Bandlimited Signals on Digraphs Rasoul

Spread and Sparse: Learning Interpretable Transforms for Bandlimited Signals on Digraphs Rasoul

Spread and Sparse: Learning Interpretable Transforms for Bandlimited Signals on Digraphs Rasoul Shafipour Dept. of Electrical and Computer Engineering University of Rochester rshafipo@ece.rochester.edu http://www.ece.rochester.edu/~rshafipo/

177 views • 15 slides
2019.07.04 Xie, P., Zuo, K., Zhang, Y., Li, F., Yin, M., & Lu, K. (2019). Interpretable

2019.07.04 Xie, P., Zuo, K., Zhang, Y., Li, F., Yin, M., & Lu, K. (2019). Interpretable

2019.07.04 Xie, P., Zuo, K., Zhang, Y., Li, F., Yin, M., & Lu, K. (2019). Interpretable Classification from Skin Cancer Histology Slides Ryan Chen Using Deep Learning: A Retrospective Multicenter Study. arXiv preprint arXiv:1904.06156.

488 views • 15 slides

More recommend