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Good Practice for Developing Clinical Machine Learning Models

Year: 2023

Type: article

Abstract: Machine learning models can help improve diagnostics, identify high-risk patients, target treatments, and predict the effectiveness of treatments. However, there are many pitfalls in developing these models, and as a healthcare professional, it may be relevant to understand them.

Source: VBN Forskningsportal (Aalborg Universitet)

Authors: Cichosz, Simon Lebech; id_orcid 0000-0002-3484-7571, Jensen, Morten Hasselstrøm; id_orcid 0000-0002-6649-8644, Kronborg, Thomas; id_orcid 0000-0002-2693-0527

Institutions: Aalborg University, Aalborg University Hospital

Language: English

Topic: Machine Learning in Healthcare

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: green

OpenAlex ID: W4412234949

FWCI:

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