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Automatic detection of rare pathologies in fundus photographs using few-shot learning.
Quellec, Gwenolé; Lamard, Mathieu; Conze, Pierre-Henri; Massin, Pascale; Cochener, Béatrice.
Affiliation
  • Quellec G; Inserm, UMR 1101, Brest, F-29200, France. Electronic address: gwenole.quellec@inserm.fr.
  • Lamard M; Univ Bretagne Occidentale, Brest, F-29200, France; Inserm, UMR 1101, Brest, F-29200, France.
  • Conze PH; IMT Atlantique, Brest, F-29200, France; Inserm, UMR 1101, Brest, F-29200, France.
  • Massin P; Service d'Ophtalmologie, Hôpital Lariboisière, APHP, Paris, F-75475, France.
  • Cochener B; Univ Bretagne Occidentale, Brest, F-29200, France; Inserm, UMR 1101, Brest, F-29200, France; Service d'Ophtalmologie, CHRU Brest, Brest, F-29200, France.
Med Image Anal ; 61: 101660, 2020 04.
Article in En | MEDLINE | ID: mdl-32028213
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Photography / Rare Diseases / Diagnostic Techniques, Ophthalmological / Eye Diseases / Deep Learning Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2020 Document type: Article Country of publication: Netherlands
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Photography / Rare Diseases / Diagnostic Techniques, Ophthalmological / Eye Diseases / Deep Learning Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Med Image Anal Journal subject: DIAGNOSTICO POR IMAGEM Year: 2020 Document type: Article Country of publication: Netherlands