Machine and Deep Learning Approaches Applied to Classify Gougerot-Sjögren Syndrome and Jointly Segment Salivary Glands.

Olivier, Aurélien; Hoffmann, Clément; Jousse-Joulin, Sandrine; Mansour, Ali; Bressollette, Luc; Clement, Benoit

Olivier, Aurélien; Hoffmann, Clément; Jousse-Joulin, Sandrine; Mansour, Ali; Bressollette, Luc; Clement, Benoit.

Afiliação

Olivier A; ENSTA Bretagne, Lab-STICC UMR CNRS 6285, 29200 Brest, France.
Hoffmann C; GETBO UMR 13-04 CHRU Cavale Blanche, 29200 Brest, France.
Jousse-Joulin S; GETBO UMR 13-04 CHRU Cavale Blanche, 29200 Brest, France.
Mansour A; GETBO UMR 13-04 CHRU Cavale Blanche, 29200 Brest, France.
Bressollette L; ENSTA Bretagne, Lab-STICC UMR CNRS 6285, 29200 Brest, France.
Clement B; GETBO UMR 13-04 CHRU Cavale Blanche, 29200 Brest, France.

Bioengineering (Basel) ; 10(11)2023 Nov 03.

Article em En | MEDLINE | ID: mdl-38002406

Palavras-chave

GougerotSjögren syndrome; classification; deep learning; machine learning; multi-supervision; radiomics; texture analysis; ultrasound imaging

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article