Výsledky vyhledávání - "Johan Fagrell"

Akademický článek

Artificial intelligence can be used in the identification and classification of shoulder osteoarthritis and avascular necrosis on plain radiographs: a training study of 7,139 radiograph sets

Autor: Martin Magnéli, Michael Axenhus, Johan Fagrell, Petter Ling, Jacob Gislén, Yilmaz Demir, Erica Domeij-Arverud, Kristofer Hallberg, Björn Salomonsson, Max Gordon

Publikováno v: Acta Orthopaedica, Vol 95 (2024)

Background and purpose: Knowledge concerning the use AI models for the classification of glenohumeral osteoarthritis (GHOA) and avascular necrosis (AVN) of the humeral head is lacking. We aimed to analyze how a deep learning (DL) model trained to ide

Externí odkaz: https://doaj.org/article/46d74be3d7c7420ba963264f64480ad1

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Akademický článek

Deep learning classification of shoulder fractures on plain radiographs of the humerus, scapula and clavicle

Autor: Martin Magnéli, Petter Ling, Jacob Gislén, Johan Fagrell, Yilmaz Demir, Erica Domeij Arverud, Kristofer Hallberg, Björn Salomonsson, Max Gordon

Publikováno v: PLoS ONE, Vol 18, Iss 8 (2023)

In this study, we present a deep learning model for fracture classification on shoulder radiographs using a convolutional neural network (CNN). The primary aim was to evaluate the classification performance of the CNN for proximal humeral fractures (

Externí odkaz: https://doaj.org/article/8a1122a6fa5f401284c65e914daa399e

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