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TimeWrap - A Method for Automatic Transformation of Structured Guideline Components into Formal Process-Representations Katharina Kaiser & Silvia Miksch Institute of Software Technology & Interactive Systems Vienna University of Technology
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TimeWrap K. Kaiser, S. Miksch Content Motivation The Idea Asbru: Temporal Aspects The TimeWrap Method An Example: Drug Administration Results, Benefits, Limitations 1
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TimeWrap K. Kaiser, S. Miksch Motivation Guideline execution Guideline modeling Time, (money), knowledge, nerves,... Tool that supports modeling process as automated as possible Modeling flows and processes 2
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TimeWrap K. Kaiser, S. Miksch The Idea 3
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TimeWrap K. Kaiser, S. Miksch The Idea 3 information extraction information integration information transformatio n
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TimeWrap K. Kaiser, S. Miksch Asbru: Temporal Aspects Uncertainty Incompleteness Special plan types: cyclical plan, iterative plan,... 4
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TimeWrap K. Kaiser, S. Miksch TimeWrap: The Method 1. Structuring information a. Relevant information b. Formal base representation 2. Extracting information c. Synonyms, numeric values d. Temporal information: duration, frequency e. Leftover data 3. Integrating information into an intermediate format 5
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TimeWrap K. Kaiser, S. Miksch causedrug of choicedosage AdultsGonococcusCeftriaxone1g IM, single dose lavage infected eye ChlamydiaAzithromycin1g orally single dose or Doxycycline100 mg orally twice a day for 7 days ChildrenGonococcusChildren who weigh < 45 kg Ceftriaxone125 mg IM, single dose Children who weigh > 45 kg same treatment as adults ChlamydiaChildren who weigh < 45 kg Erythromycin base50 mg/kg/day orally in 4 divided doses for 10-14 days Children under 8 years old who weigh > 45 kg Azithromycin1 gm orally, single dose Children 8 years old or older Azithromycin1 gm orally, single dose or Doxycycline100 mg orally, twice a day for 7 days Example: Drug Administration (1) 6
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TimeWrap K. Kaiser, S. Miksch Example: Drug Administration (2) Synonyms, numeric values: ‘single’ -> ‘1’ Temporal information: Duration, frequency? ‘1 dose’ -> nonrecurring plan <drug dosage=”1g IM, single dose” name=”Ceftriaxone”/> <plan name=”Ceftriaxone: 1g IM, single dose” plan-id=”plan55131512”/> 7
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TimeWrap K. Kaiser, S. Miksch Example: Drug Administration (3) Synonyms, numeric values: ‘twice’ -> ‘2/’, ‘days’ -> ‘day’ Temporal information: Duration: 7 day Frequency: 2/ day --> 12 hour Dose rate: 100 mg orally <drug dosage=”100 mg orally twice a day for 7 days” name=”Doxycycline”/> 8
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TimeWrap K. Kaiser, S. Miksch <plan name=”Doxycycline: 100 mg orally twice a day for 7 days” plan-id=”plan52769441”> <plan name=”Doxycycline: 100 mg orally” plan-id=”plan54675512”/> Example: Drug Administration (3) 8
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TimeWrap K. Kaiser, S. Miksch Example: Drug Administration (4) 9
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TimeWrap K. Kaiser, S. Miksch Results, Benefits, Limitations Semi-automatic method for modeling simple processes Easy transformation into Asbru Better structuring, overview, and comprehension Prevention of troublesome and time-consuming generation of Asbru plans Generation of components, not of the entire plan Complex processes, parameters,... ? 10
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