"analysing and searching unstructured medical data", allan hanbury, sr. researcher at tu...
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Analysing and Searching Unstructured Medical Data
Allan HanburyTU Wien, context.flow,
Research Studios Austria
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For every paid healthcare service in Austria, there is one data line including:- date- patient ID- doctor / hospital ID- geolocation- diagnosis and side diagnoses- prescribed drug (ingredient)- price of generic drug- pharmacy, date, and price for drug
January 1st, 2006 - December 31st, 2007
Stefan Thurner et al, Medical University of Vienna
Pseudonymised health insurance claims data
Comorbidities
Stefan Thurner et al, Medical University of Vienna
rela
tive
risk
sex
ratio
Diabetes type 1 Diabetes type 2P Klimek, A Kautzky, A Chmiel, S Thurner, PLoS Comput Biol (2015)
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7
9
2004 Study
1 394 764 patients
Manually Added ICD-9 Codes
doi:10.1016/S0140-6736(05)17864-7
10
2004 Study
1 394 764 patients
Manually Added ICD-9 Codes
11
2012 Study
14000 patients
doi:10.1186/2041-1480-3-S1-S5
2010
• Low temperature
• Rhinovirus
4-Hydroxyacetanilide
• Oral Daily• Doctor of Optometry• Familial Osteochondritis
Dissecans
Mr ZZZZZ complained of a cold, and was prescribed paracetamol OD.
Detecting Antipsychotic Polypharmacy
Medical Documents
Patient Records
Information Extraction
Semantic Search
Machine Translation
Readability
Search Log Analysis
Trustability
Knowledge base
English, German, Czech, French, Swedish, Hungarian, Polish, Spanish, …
Services for multilingual medical text analysis and search
http://kconnect.eu
http://cloud.kconnect.eu
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It is estimated that medical imaging data occupies 30% of world storage
2010
20
Image Manipulation
Image Manipulation
We believe that it is inefficient, and in some cases unethical, to store [population-based data] without installing mechanisms to allow access and publication in appropriate and useful ways.
Feufel et al., 2011
http://mitpress.mit.edu/books/better-doctors-better-patients-better-decisions
Dr. Allan Hanbury
Institut für Softwaretechnik und interaktive SystemeTU Wien
Favoritenstr. 9-11/1881040 Vienna
Austria
Context.flow GmbHErzherzog Johann Platz 1
1040 ViennaAustria
Telefon: +43 1 58801 188310Mobil: +43 676 978 0991
e-mail: [email protected]@contextflow.com
http://kconnect.eu and http://cloud.kconnect.eu http://contextflow.com