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        <title>Observational Health Data Sciences and Informatics documentation:athena</title>
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        <dc:date>2015-03-18T11:31:29+0000</dc:date>
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        <title>documentation:athena:data_sources</title>
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        <description>Data sources

The incoming data is being present as the vocabularies, which should be imported into the OMOP. Vocabularies can be stored in csv-files, xlsx-files, database dumps or they can be retrieved from external system via API.</description>
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        <dc:date>2015-03-18T10:17:44+0000</dc:date>
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        <title>documentation:athena:domain_analysis</title>
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        <description>Domain Analysis.

Process incoming source vocabulary and alter it to standard structure, described in OMOP, then transfer data from source to OMOP. The source vocabulary can be delivered in: csv-files, xlsx-files, XML format, sql-dump. It’s structure and data can change freely from version to version, so  every next update could require structure and data analysis to be made.</description>
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        <dc:date>2015-03-27T12:18:18+0000</dc:date>
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        <title>documentation:athena:entities</title>
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        <description>Short description of entities involved in the business processes.</description>
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        <title>documentation:athena:entity_concept</title>
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        <description>Concept is a central entity, some kind of a hub, which binds and defines the roles of all other entities. Every entity present in the model, should be defined as a Concept.

Requirements:

	*  must have name
	*  must belong to Domain
	*  must be declared in</description>
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        <dc:date>2015-03-18T11:40:41+0000</dc:date>
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        <title>documentation:athena:import_data_from_umls</title>
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        <description>Import data from UMLS

UMLS(Unified Medical Language System) contains the selection of vocabularies which should be imported into OMOP. The list of vocabularies:

	*  CPT4
	*  HCPCS
	*  ICD10
	*  ICD9CM
	*  LOINC
	*  MeDRA
	*  RxNorm
	*  SNOMED

UMLS consist of three modules: Metathesaurus(contains data about Concepts), Semantic Network(contains data about Types and Relations), SPECIALIST(NLP-module). Detailed info about UMLS:</description>
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        <title>documentation:athena:import_snomed</title>
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        <description>I would build the logic slightly differently:

1. Concepts. 
- We have one authoratitative source: SNOMED international in combination with SNOMED UK. Other components might follow later (DM+D, other country-specific versions).
- We get a stream of concepts from them:</description>
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        <description>Problem description

Two kinds of changes, which will require source adaptation, can be distinguished.

Changes in the structure

	*  New column added.
	*  Column was removed.
	*  Column data type changed.
	*  Column name changed.
	*  New relation appeared.</description>
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        <dc:date>2015-04-01T07:52:45+0000</dc:date>
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        <title>documentation:athena:sidebar</title>
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        <description>Automated Terminology Harmonization, Extraction and Normalization for Analytics - ATHENA

Preliminary analysis

	*  Statement of problem.
	*  Domain Analysis
	*  Problem description
	*  Solution
	*  The Implementation and technology stack.

Application Design

	*  Data sources
		*  Import Data from UMLS
		*  Import Data from SNOMED

	*  Entities
		*  Concept
		*  Concept Ancestor
		*  Concept Class
		*  Concept Relationship
		*  Concept Synonym
		*  Domain
		*  Drug Strength
		*  Relationship
		…</description>
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        <dc:date>2015-03-18T10:34:48+0000</dc:date>
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        <title>documentation:athena:solution</title>
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        <description>Solution

To successfully adapt a new version of the source vocabulary we need to perform these tasks:

	*  Analyze the structural and data changes.
	*  Alter the migration algorithm.

Our goal is to develop an application, which will do:

	*  Parse data from: XML, csv, xlsx, db-table or db-dump</description>
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        <description>Statement of Problem.

Design and develop the system for automated or semi-automated vocabulary upload.</description>
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        <dc:date>2015-03-30T12:10:35+0000</dc:date>
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        <title>documentation:athena:the_implementation_and_technology_stack</title>
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        <description>The implementation and technology stack.

Suggested implementation of the ATHENA project is a web-application. The advantages of this solution are:

	*  Faster development speed, rather than developing the desktop app.
	*  The ability to deploy it local PC, local network, open or private www-segment.</description>
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