From Self-supervised Learning to Transfer Learning with Musculoskeletal Radiographs

Ewing sarcomas are malignant neoplasm entities typically found in children and adolescents. Early detection is crucial for therapy and prognosis. Due to the low incidence the general experience as well as according data is limited. Novel support tools for diagnosis, such as deep learning models for...

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Bibliografske podrobnosti

Principais autores:	Hinterwimmer Florian, Consalvo Sarah, Neumann Jan, Micheler Carina, Wilhelm Nikolas, Lang Jan, Eisenhart-Rothe Rüdiger von, Burgkart Rainer, Rueckert Daniel
Format:	Artigo
Jezik:	Inglês
Izdano:	De Gruyter 2022-09-01
Serija:	Current Directions in Biomedical Engineering
Teme:	transfer learning self-supervised learning radiographs sarcoma
Online dostop:	https://doi.org/10.1515/cdbme-2022-1003
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