Výsledky vyhledávání - "Kramer, Diether"

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Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment

Autor: Kreuzthaler, Markus, Pfeifer, Bastian, Kramer, Diether, Schulz, Stefan

Clinical information systems have become large repositories for semi-structured and partly annotated electronic health record data, which have reached a critical mass that makes them interesting for supervised data-driven neural network approaches. W

Externí odkaz: http://arxiv.org/abs/2112.13756

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Akademický článek

Explaining Machine Learning Predictions of Decision Support Systems in Healthcare

Autor: Polat Erdeniz Seda, Veeranki Sai, Schrempf Michael, Jauk Stefanie, Ngoc Trang Tran Thi, Felfernig Alexander, Kramer Diether, Leodolter Werner

Publikováno v: Current Directions in Biomedical Engineering, Vol 8, Iss 2, Pp 117-120 (2022)

Artificial Intelligence (AI) methods, which are often based on Machine Learning (ML) algorithms, are also applied in the healthcare domain to provide predictions to physicians and patients based on electronic health records (EHRs), such as history of

Externí odkaz: https://doaj.org/article/93b5c2fa65784b2da3a3617afb4eb1de