Rationalisation of a thrombophilia panel using laboratory medicine Delphi-like consensus evaluation and secondary artificial intelligence-based simulation assessment

Thrombophilia panels should be reviewed regularly to avoid the application of unnecessary tests and ensure high diagnostic quality. The Delphi process is a suitable tool for this. LLMs can provide supporting information, but are currently no substitute for the experience and consensus of medical experts.

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Publication Details

Journal
Diagnosis
Published
2026-01-12
DOI
https://doi.org/10.1515/dx-2025-0144
Primary Topic
Blood Coagulation and Thrombosis Mechanisms
Type
article
Field-Weighted Citation Impact
0.00
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article

Rationalisation of a thrombophilia panel using laboratory medicine Delphi-like consensus evaluation and secondary artificial intelligence-based simulation assessment

Eva Wimmer, Bernhard Strasser, Josef Seier, Sebastian Mustafa
Diagnosis
Blood Coagulation and Thrombosis Mechanisms
article

Rationalisation of a thrombophilia panel using laboratory medicine Delphi-like consensus evaluation and secondary artificial intelligence-based simulation assessment

Eva Wimmer, Bernhard Strasser, Josef Seier, Sebastian Mustafa
article en

Abstract

Thrombophilia panels should be reviewed regularly to avoid the application of unnecessary tests and ensure high diagnostic quality. The Delphi process is a suitable tool for this. LLMs can provide supporting information, but are currently no substitute for the experience and consensus of medical experts.

Diagnosis
Klinikum Wels-Grieskirchen (AT)
Peace, Justice and strong institutions
Openalex Percentile: Top 92%
Blood Coagulation and Thrombosis Mechanisms
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