Model-Based Interpretation of Time-Varying Medical Data

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KSL-89-34 +  redirect page

Model-Based Interpretation of Time-Varying Medical Data +  Has identifier

Model-Based Interpretation of Time-Varying Medical Data +  Ksl tr id

Model-Based Interpretation of Time-Varying Medical Data +  Number

Model-Based Interpretation of Time-Varying Medical Data

Bibtype  techreport

Has publishing details  1989

Has title  Model-Based Interpretation of Time-Varying Medical Data

Has where published  KSL-89-34

Has year  1989

Title  Model-Based Interpretation of Time-Varying Medical Data

Year  1989

Abstract  Temporal concepts are critical in medical Temporal concepts are critical in medical therapy-planning. If given early enough, specific therapeutic choices may abort or suppress evolving undesired changes in a patient's clinical status. Effective medical decision making demands recognition and interpretation of complex temporal changes that permeate the medical record. This paper presents a methodology for representing and using medical knowledge about temporal relationships to infer the presence of clinically relevant events, and describes a program, called TOPAZ, that uses this methodology to generate a narrative summary of such events. A unique feature of TOPAZ is the use of numeric and symbolic modeling techniques to perform temporal reasoning tasks that would be difficult to encode and perform using only one modeling methodology. rform using only one modeling methodology.

Address  Washington D.C. +

Author  Michael G. Kahn and Lewis B. Sheiner and Lewis B. Sheiner +

Has author  Michael G. Kahn and Lewis B. Sheiner and Lewis B. Sheiner +

Has identifier  Model-Based Interpretation of Time-Varying Medical Data +

Institution  Knowledge Systems, AI Laboratory +

Ksl tr id  Model-Based Interpretation of Time-Varying Medical Data +

Number  Model-Based Interpretation of Time-Varying Medical Data +

Process note  YES +

Categories  KSL Technical Report +, Publication +, Technical Report +

 

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