Few-Shot Meta-Learning for Recognizing Facial Phenotypes of Genetic Disorders.

Sümer, Ömer; Hellmann, Fabio; Hustinx, Alexander; Hsieh, Tzung-Chien; André, Elisabeth; Krawitz, Peter

Sümer, Ömer; Hellmann, Fabio; Hustinx, Alexander; Hsieh, Tzung-Chien; André, Elisabeth; Krawitz, Peter.

Afiliação

Sümer Ö; Chair for Human-Centered Artificial Intelligence, University of Augsburg, Germany.
Hellmann F; Chair for Human-Centered Artificial Intelligence, University of Augsburg, Germany.
Hustinx A; Institute for Genomic Statistics and Bioinformatics, University of Bonn, Germany.
Hsieh TC; Institute for Genomic Statistics and Bioinformatics, University of Bonn, Germany.
André E; Chair for Human-Centered Artificial Intelligence, University of Augsburg, Germany.
Krawitz P; Institute for Genomic Statistics and Bioinformatics, University of Bonn, Germany.

Stud Health Technol Inform ; 302: 932-936, 2023 May 18.

Article em En | MEDLINE | ID: mdl-37203539

Assuntos

Diagnóstico por Computador; Face; Doenças Genéticas Inatas; Fenótipo; Humanos; Doenças Genéticas Inatas/diagnóstico por imagem

Palavras-chave

Facial genetics; deep learning; few-shot learning; image analysis; imbalanced data; meta-learning; rare genetic disorders

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Diagnóstico por Computador / Face / Doenças Genéticas Inatas Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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