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

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

doi:10.1371/journal.pone.0289808

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Open Access

Peer-reviewed

Research Article

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

Martin Magnéli ,

Roles Formal analysis, Visualization, Writing – original draft

* E-mail: martin.magneli@ki.se

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden

https://orcid.org/0000-0003-0341-0227

⨯
Petter Ling,

Roles Investigation, Writing – original draft

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
⨯
Jacob Gislén,

Roles Investigation, Writing – original draft

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
⨯
Johan Fagrell,

Roles Investigation, Writing – original draft

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
⨯
Yilmaz Demir,

Roles Investigation, Validation, Writing – review & editing

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
⨯
Erica Domeij Arverud,

Roles Investigation, Validation, Writing – review & editing

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
⨯
Kristofer Hallberg,

Roles Investigation, Validation, Writing – review & editing

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden

https://orcid.org/0009-0006-6617-1963

⨯
Björn Salomonsson,

Roles Methodology, Supervision, Visualization, Writing – review & editing

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden

https://orcid.org/0000-0002-3437-7290

⨯
Max Gordon

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Writing – review & editing

Affiliation Department of Clinical Sciences at Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden

https://orcid.org/0000-0002-8080-5815

⨯

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

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

Published: August 30, 2023
https://doi.org/10.1371/journal.pone.0289808

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Humerus
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Shoulders
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Bone fracture
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Artificial intelligence
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Surgeons
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Orthopedic surgery
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Radiologists
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