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Deep Learning Algorithm for Differentiating Patients with a Healthy Liver from Patients with Liver Lesions Based on MR Images

SIMPLE SUMMARY: We propose an automated system that handles numerous problems encountered when diagnosing the presence of numerous types of lesions in the liver based on multiparametric magnetic resonance (MR) images. Using a properly built and processed dataset and deep-learning segmentation algori...

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Detalles Bibliográficos
Autores principales: Skwirczyński, Maciej, Tabor, Zbisław, Lasek, Julia, Schneider, Zofia, Gibała, Sebastian, Kucybała, Iwona, Urbanik, Andrzej, Obuchowicz, Rafał
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10296219/
https://www.ncbi.nlm.nih.gov/pubmed/37370752
http://dx.doi.org/10.3390/cancers15123142