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Semantic Medicine
sedic
Project Objectives
 Provide assistance in choosing a proper tea based on medical history and
a presumptive diagnosis made by system upon a set of symptoms
 Provide assistance in following a cure, possible as an adjuvant treatment for
a disease.
 Automatic exclusion from recommendations of certain teas that contain
substances to which the patient is allergic or suffer from a disease in which
are not commended.
 Possibility to create a personal collection of teas, eventually with some
notes attached
Project Objectives
 Provide a SPARQL end-point for unlimited interaction with data
 Examples of utilization and a documentation will be provided
 Ex: SELECT ?plant

WHERE{{?plant <http://http://myschema.org/terms/cure>
<http://myschema.org/terms/symptoms/coldness> }
}
 Result: Tilia Tea known as : linden or basswood
Green Tea
Satureja hortensis knons as: Summer savory
Project Objectives
 Provide a REST service through which a user can perform various tasks .
 This provides the opportunity to integrate this system in other applications
 The REST service will be accessible via URL
 Ex. http://www.semanticmedicine.org/plants get all plants
 http://www.semanticmedicine.org/plants/Tilia get tilia details
 http://www.semnaticmedicinee.org/cure/cold get all plants that cure coldness
 http://www.semanticmedicine.org/disease/kidney_stone get adjuvant
treatment for kidney stone
Presumptive Diagnosis
 First step is to ask user to input some symptoms or diseases that is
suffering
 Based on this input:
 User can ask for tea to treat his symptoms
 User can ask for an adjuvant treatment for a suffering diseases
User input example
 Example of input:
 User suffers from a heart disease
 Is not allergic to any substance
 He wants a tea for his insomnia
 The result in this case will recommend:
 Matricaria chamomilla tea, also known as : chamomile, wild chamomile,
or scented mayweed

 Valeriana officinalis tea, also known as: garden valerian,
garden heliotrope, or all-heal
Reminder and cure schedule
 A user has the possibility to set a reminder that will help him in a cure
with tea.
 Ex: If he follows a cure with cherry tails for a kidney disease, he can
set a reminder that reminds him to drink his cherry tails tea.
Use case

 Note:
 User can ask for recommendations even if is not registered
 This use case doesn`t include SPARQL end-point or REST service utilization!
Data source
 Data will be collected using Apache Any23
 The main source will be represented by DBpedia
 Other sources will be used to collect additional information
 Some information will be added manually, if is not possible in
another way
Data storage
 Data will be storage as triples
 In this purpose will be using Jena TDB
 The final source will be represented by a union of graphs containing
common data. This process of union is automatically made by Jena
Example of data
Example of data
SPARQL end-point
 Example:

SELECT ?plant
WHERE{{?plant

<http://myschema.org/terms/cure>
<http://myschema.org/terms/symptoms/coldness> }
UNION {?plant
<http://myschema.org/terms/cure>
<http://myschema.org/terms/symptoms/insomnia>}
} ORDER BY ?plant
 Result: Tilia tea also known as : linden or basswood
SPARQL end-point
 Example:

SELECT ?plant
WHERE{ {?plant

<http://myschema.org/terms/cure>
<http://myschema.org/terms/symptoms/insomnia>}
MINUS {?plant
<http://myschema.org/terms/forbidden>
<http://myschema.org/terms/disease/high_blood_pressure>}
}
 Result:
 Matricaria chamomilla tea, also known as : chamomile, wild chamomile or scented mayweed

 Valeriana officinalis tea, also known as: garden valerian, garden heliotrope or all-heal

 Note: Recommendations will include Tilia (linden tea) due to high blood
pressure
Architecture overview

UI HTML5 (with RDFa) & JS & CSS3

REST service
Form Input interpreter

SPARQL endpoint

SPARQL Query builder & Parser

TDB Jena Triple store
Data navigation
 A visual navigation on data graph will be available with which users can
navigate through the plant, symptoms or diseases that are related
 Useful tools: Sgvizler library
 Similar with:

From: http://arborjs.org/
Conclusion
 At the end of the project:
 A user will be able to get useful information based on specific needs
 Will have the possibility to be assisted to follow a cure
 Possibility to interrogate data via a SPARQL end-point
 A REST service will be provided
 A visual exploration of data will be provided

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Sedic

  • 2. Project Objectives  Provide assistance in choosing a proper tea based on medical history and a presumptive diagnosis made by system upon a set of symptoms  Provide assistance in following a cure, possible as an adjuvant treatment for a disease.  Automatic exclusion from recommendations of certain teas that contain substances to which the patient is allergic or suffer from a disease in which are not commended.  Possibility to create a personal collection of teas, eventually with some notes attached
  • 3. Project Objectives  Provide a SPARQL end-point for unlimited interaction with data  Examples of utilization and a documentation will be provided  Ex: SELECT ?plant WHERE{{?plant <http://http://myschema.org/terms/cure> <http://myschema.org/terms/symptoms/coldness> } }  Result: Tilia Tea known as : linden or basswood Green Tea Satureja hortensis knons as: Summer savory
  • 4. Project Objectives  Provide a REST service through which a user can perform various tasks .  This provides the opportunity to integrate this system in other applications  The REST service will be accessible via URL  Ex. http://www.semanticmedicine.org/plants get all plants  http://www.semanticmedicine.org/plants/Tilia get tilia details  http://www.semnaticmedicinee.org/cure/cold get all plants that cure coldness  http://www.semanticmedicine.org/disease/kidney_stone get adjuvant treatment for kidney stone
  • 5. Presumptive Diagnosis  First step is to ask user to input some symptoms or diseases that is suffering  Based on this input:  User can ask for tea to treat his symptoms  User can ask for an adjuvant treatment for a suffering diseases
  • 6. User input example  Example of input:  User suffers from a heart disease  Is not allergic to any substance  He wants a tea for his insomnia  The result in this case will recommend:  Matricaria chamomilla tea, also known as : chamomile, wild chamomile, or scented mayweed  Valeriana officinalis tea, also known as: garden valerian, garden heliotrope, or all-heal
  • 7. Reminder and cure schedule  A user has the possibility to set a reminder that will help him in a cure with tea.  Ex: If he follows a cure with cherry tails for a kidney disease, he can set a reminder that reminds him to drink his cherry tails tea.
  • 8. Use case  Note:  User can ask for recommendations even if is not registered  This use case doesn`t include SPARQL end-point or REST service utilization!
  • 9. Data source  Data will be collected using Apache Any23  The main source will be represented by DBpedia  Other sources will be used to collect additional information  Some information will be added manually, if is not possible in another way
  • 10. Data storage  Data will be storage as triples  In this purpose will be using Jena TDB  The final source will be represented by a union of graphs containing common data. This process of union is automatically made by Jena
  • 13. SPARQL end-point  Example: SELECT ?plant WHERE{{?plant <http://myschema.org/terms/cure> <http://myschema.org/terms/symptoms/coldness> } UNION {?plant <http://myschema.org/terms/cure> <http://myschema.org/terms/symptoms/insomnia>} } ORDER BY ?plant  Result: Tilia tea also known as : linden or basswood
  • 14. SPARQL end-point  Example: SELECT ?plant WHERE{ {?plant <http://myschema.org/terms/cure> <http://myschema.org/terms/symptoms/insomnia>} MINUS {?plant <http://myschema.org/terms/forbidden> <http://myschema.org/terms/disease/high_blood_pressure>} }  Result:  Matricaria chamomilla tea, also known as : chamomile, wild chamomile or scented mayweed  Valeriana officinalis tea, also known as: garden valerian, garden heliotrope or all-heal  Note: Recommendations will include Tilia (linden tea) due to high blood pressure
  • 15. Architecture overview UI HTML5 (with RDFa) & JS & CSS3 REST service Form Input interpreter SPARQL endpoint SPARQL Query builder & Parser TDB Jena Triple store
  • 16. Data navigation  A visual navigation on data graph will be available with which users can navigate through the plant, symptoms or diseases that are related  Useful tools: Sgvizler library  Similar with: From: http://arborjs.org/
  • 17. Conclusion  At the end of the project:  A user will be able to get useful information based on specific needs  Will have the possibility to be assisted to follow a cure  Possibility to interrogate data via a SPARQL end-point  A REST service will be provided  A visual exploration of data will be provided