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Considerations on Baseline Generation for Imaging AI Studies Illustrated on the CT-Based Prediction of Empyema and Outcome Assessment

For AI-based classification tasks in computed tomography (CT), a reference standard for evaluating the clinical diagnostic accuracy of individual classes is essential. To enable the implementation of an AI tool in clinical practice, the raw data should be drawn from clinical routine data using state...

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Detalles Bibliográficos
Autores principales: Sexauer, Raphael, Stieltjes, Bram, Bremerich, Jens, D’Antonoli, Tugba Akinci, Schmidt, Noemi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954780/
https://www.ncbi.nlm.nih.gov/pubmed/35324605
http://dx.doi.org/10.3390/jimaging8030050