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Structure: Internal structure identifier : 300128

TeleOphta: Machine learning and image processing methods for teleophthalmology

Etienne Decencière , Guy Cazuguel , Xiwei Zhang , Guillaume Thibault , Jean-Claude Klein et al.
Innovation and Research in BioMedical engineering, 2013, 34 (2), pp.196-203
Journal articles hal-00881686v1

Automatic screening for ocular anomalies using fundus photographs

Sarah Matta , Mathieu Lamard , Pierre-Henri Conze , Alexandre Le Guilcher , Vincent Ricquebourg et al.
Optometry and Vision Science, 2021, ⟨10.1097/OPX.0000000000001845⟩
Journal articles hal-03337392v1
Image document

Spatial normalization of eye fundus images

Xiwei Zhang , Etienne Decencière , Guillaume Thibault , Guy Cazuguel , Gwénolé Quellec et al.
ISBI 2012: 9th IEEE International Symposium on Biomedical Imaging, May 2012, Barcelone, Spain. IEEE, 2012
Conference poster hal-00945417v1

Longitudinal detection of diabetic retinopathy early severity grade changes using deep learning

Yutong Yan , Pierre-Henri Conze , Gwenolé Quellec , Pascale Massin , Mathieu Lamard et al.
OMIA 2021: 8th International Workshop on Ophthalmic Medical Image Analysis, Sep 2021, Strasbourg, France. ⟨10.1007/978-3-030-87000-3_2⟩
Conference papers hal-03300941v1
Image document

Automatic detection of multiple pathologies in fundus photographs using spin-off learning

Gwenolé Quellec , Mathieu Lamard , Pierre-Henri Conze , Pascale Massin , Béatrice Cochener et al.
Medical Image Analysis, 2020, 61, ⟨10.1016/j.media.2020.101660⟩
Journal articles hal-02453320v1
Image document

A Multiple-Instance Learning Framework for Diabetic Retinopathy Screening

Gwénolé Quellec , Mathieu Lamard , Michael D Abràmoff , Etienne Decencière , Bruno Lay et al.
Medical Image Analysis, 2012, 16 (6), pp.1228-1240. ⟨10.1016/j.media.2012.06.003⟩
Journal articles hal-00786539v1

ExplAIn: Explanatory artificial intelligence for diabetic retinopathy diagnosis

Gwenolé Quellec , Hassan Al Hajj , Mathieu Lamard , Pierre-Henri Conze , Pascale Massin et al.
Medical Image Analysis, In press, ⟨10.1016/j.media.2021.102118⟩
Journal articles hal-03230907v1