SELF-BENCHMARKING FOR DOSE GUIDANCE ALGORITHMS

A benchmarking approach is employed that compares advice output from one or more alternative treatment guidance algorithms with a current actual treatment in terms of treatment outcomes. Treatment outcome for the current strategy is reflected in an actual BG outcome or profiled. Treatment outcome fo...

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Main Authors ARADÓTTIR, Tinna, Björk, BENGTSSON, Henrik, MOHEBBI, Ali, THORPE, Julia Rosemary, MAHMOUDI, Zeinab
Format Patent
LanguageEnglish
French
German
Published 12.10.2022
Subjects
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Summary:A benchmarking approach is employed that compares advice output from one or more alternative treatment guidance algorithms with a current actual treatment in terms of treatment outcomes. Treatment outcome for the current strategy is reflected in an actual BG outcome or profiled. Treatment outcome for an alternative algorithm-generated dose advice is based on a patient-specific model. The two sets of outcomes can be compared directly or using performance scores as a weighted combination that penalises or rewards certain outcomes. A statistical test may be applied to the accumulated results (paired outcomes or scores) to determine whether the algorithm is superior to the user's current dosing strategy, or alternative strategies.
Bibliography:Application Number: EP20200816201