New Reality in Clinical Informatics and Explanation-oriented Methods of Data Analysis

5 pages•Published: June 4, 2018

Abstract

Clinical informatics has been undergoing radical transformation. What are the causes and the drivers of this transformation? Which task can be solved well, and which cannot? How we should implement data analysis in clinical informatics projects in new reality? What is an importance of interpretability (comprehensibility) and explanation of data analysis methods in clinical informatics? At the workshop, we will try to answer some of such questions and setup a framework for later discussion.

Keyphrases: clinical decision support system, clinical informatics, data analysis, formal concept analysis, ontology, software, text mining

In: Oleg S. Pianykh, Alexey Neznanov, Sergei Kuznetsov, Jaume Baixeries and Svetla Boytcheva (editors). WDAM-2017. Workshop on Data Analysis in Medicine, vol 6, pages 43-47.

Links:	https://easychair.org/publications/paper/2x54
	https://doi.org/10.29007/82q3

BibTeX entry

@inproceedings{WDAM-2017:New_Reality_Clinical_Informatics,
  author    = {Alexey Neznanov},
  title     = {New Reality in Clinical Informatics and Explanation-oriented Methods of Data Analysis},
  booktitle = {WDAM-2017. Workshop on Data Analysis in Medicine},
  editor    = {Oleg S. Pianykh and Alexey Neznanov and Sergei Kuznetsov and Jaume Baixeries and Svetla Boytcheva},
  series    = {Kalpa Publications in Computing},
  volume    = {6},
  publisher = {EasyChair},
  bibsource = {EasyChair, https://easychair.org},
  issn      = {2515-1762},
  url       = {/publications/paper/2x54},
  doi       = {10.29007/82q3},
  pages     = {43-47},
  year      = {2018}}

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