1twitter.com/openminted_eu Mappet WalkerFrontiers Media SA FORCE2017 27 Oct, 2017 @Berlin How publishers enable discoverability and dissemination through TDM? 2Discussions TDM enabled Archeology TDM enabled Health State Modelling TDM in Scholarly Communication Life Cycle 3 This is where the footer goes Question or Idea Research Informal Communication Conference Proceedings Journal Articles Abstracts & Indexes Edited Volumes Books Reference Sources Tertiary Literature Secondary Literature Primary Literature Cycle of Scholarly Communication Integration with data repositories (common repository API) Guidelines for reviewing data before article publication Data citation to reuse data and validate published results New versions of a dataset include new research Guidelines for authors to include data citations in reference list Submit Review Publish Reuse & Extend Prepare New submission Cycle of Journal Publication Discoverability: Text and Data Mining in Scholarly Communication Life Cycle Simulate Experiment Observe Manage the data Analyze the data Share the data Research Cycle 4This is where the footer goeshttps://openminted.bsc.es/index.php/three-options-for-connecting-content-to-the-openminted-platform/ 5 This is where the footer goesReference: https://f1000research.com/articles/6-309/v1 “the right intervention for the right patient, at the right time” .. HSM is defining the time as- pect.. M. Rebhan, Mar 2017 TDM enabled Health State Modelling 6Health States This is where the footer goes • Progression • Regression• Resolution• Symptom• Cause• Association 7TDM assisted flow on HSM research for Chronic Liver Disease Annotate Annotated Articles OMTD Data Repos- itory List of CLD article name, two state transition, state specific terms, inter- ventions HSM CLD ArticleHSM CLDArticleHSM CLDArticleHSM CLDArticleHSM CLDArticleHSM CLDArticleHSM CLDArticleHSM CLDArticleHSM CLD Article Chronic Liver Dis-ease Text & Data Min- ing 1 2 3 4 5 Dictionary of features and Connectors 6 Repeat Step 1 – 8 Using Reviewed Condi- tions and Health States Review and ap- prove 7 8 8 This is where the footer goes TDM assisted flow on HSM research for Chronic Liver Disease, preliminary results - progression 9Next steps This is where the footer goes • For progression: • Subject matter expert review and con-firmation• Continue to mine next batch of articles• Integrate into OMTD platform and APIs• Run as a service, share the code• Model the next health states: • Regression• Resolution• Symptom• Causes• Association 14 This is where the footer goes Thank you! Merci! Danke! ευχαριστώ