An abnormality detection of retinal fundus images by deep convolutional neural networks

Fundus Images ◽

Abnormality Detection ◽

Retinal Fundus Images ◽

Multi-stage segmentation of the fovea in retinal fundus images using fully Convolutional Neural Networks

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) ◽

10.1109/isbi.2017.7950704 ◽

2017 ◽

Cited By ~ 4

Author(s):

Suman Sedai ◽

Ruwan Tennakoon ◽

Pallab Roy ◽

Khoa Cao ◽

Rahil Garnavi

Keyword(s):

Neural Networks ◽

Fundus Images ◽

Fully Convolutional Neural Networks ◽

Multi Stage ◽

Retinal Fundus Images ◽

Segmentation of Diabetic Retinopathy Lesions in Retinal Fundus Images Using Multi-View Convolutional Neural Networks

Iranian Journal of Radiology ◽

10.5812/iranjradiol.99148 ◽

2019 ◽

Vol 16 (Special Issue) ◽

Author(s):

Hassan Khastavaneh ◽

Hossein Ebrahimpour-Komleh

Keyword(s):

Neural Networks ◽

Diabetic Retinopathy ◽

Fundus Images ◽

Retinal Fundus Images ◽

Non-uniform Label Smoothing for Diabetic Retinopathy Grading from Retinal Fundus Images with Deep Neural Networks

Translational Vision Science & Technology ◽

10.1167/tvst.9.2.34 ◽

2020 ◽

Vol 9 (2) ◽

pp. 34

Author(s):

Adrian Galdran ◽

Jihed Chelbi ◽

Riadh Kobi ◽

José Dolz ◽

Hervé Lombaert ◽

...

Keyword(s):

Neural Networks ◽

Diabetic Retinopathy ◽

Deep Neural Networks ◽

Fundus Images ◽

Retinal Fundus Images ◽

Cardiac Abnormality Detection in 12-lead ECGs with Deep Convolutional Neural Networks Using Data Augmentation

2020 Computing in Cardiology Conference (CinC) ◽

10.22489/cinc.2020.229 ◽

2020 ◽

Author(s):

Lucas Weber ◽

Maksym Gaiduk ◽

Wilhelm Daniel Scherz ◽

Ralf Seepold

Keyword(s):

Neural Networks ◽

Data Augmentation ◽

Cardiac Abnormality ◽

Abnormality Detection ◽

Using Data

2018 International Conference on Current Trends towards Converging Technologies (ICCTCT) ◽

Detecting Hard Exudates In Retinal Fundus Images Using Convolutinal Neural Networks

10.1109/icctct.2018.8551079 ◽

2018 ◽

Cited By ~ 2

Author(s):

Gnanaselvi J Anitha ◽

Kalavathy G Maria

Keyword(s):

Neural Networks ◽

Fundus Images ◽

Hard Exudates ◽

Retinal Fundus Images ◽

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

Fusion of Deep Convolutional Neural Networks for Microaneurysm Detection in Color Fundus Images

10.1109/embc.2018.8513035 ◽

2018 ◽

Cited By ~ 5

Author(s):

Balazs Harangi ◽

Janos Toth ◽

Andras Hajdu

Keyword(s):

Neural Networks ◽

Fundus Images ◽

Color Fundus Images

Lecture Notes in Computer Science - Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis ◽

Training Deep Convolutional Neural Networks with Active Learning for Exudate Classification in Eye Fundus Images

10.1007/978-3-319-67534-3_16 ◽

2017 ◽

pp. 146-154 ◽

Cited By ~ 7

Author(s):

Sebastian Otálora ◽

Oscar Perdomo ◽

Fabio González ◽

Henning Müller

Keyword(s):

Neural Networks ◽

Active Learning ◽

Deep Convolutional Neural Networks

Fundus Images ◽

2018 IEEE International Symposium on Medical Measurements and Applications (MeMeA) ◽

Abnormality Detection in Mammography using Deep Convolutional Neural Networks

10.1109/memea.2018.8438639 ◽

2018 ◽

Cited By ~ 19

Author(s):

Pengcheng Xi ◽

Chang Shu ◽

Rafik Goubran

Keyword(s):

Neural Networks ◽

Deep Convolutional Neural Networks

Abnormality Detection ◽

Automated Grading of Age-Related Macular Degeneration From Color Fundus Images Using Deep Convolutional Neural Networks

JAMA Ophthalmology ◽

10.1001/jamaophthalmol.2017.3782 ◽

2017 ◽

Vol 135 (11) ◽

pp. 1170 ◽

Cited By ~ 152

Author(s):

Philippe M. Burlina ◽

Neil Joshi ◽

Michael Pekala ◽

Katia D. Pacheco ◽

David E. Freund ◽

...

Keyword(s):

Neural Networks ◽

Macular Degeneration ◽

Age Related Macular Degeneration ◽

Fundus Images ◽

Age Related ◽

Automated Grading ◽

Color Fundus Images

Deep Convolutional Neural Networks for WCE Abnormality Detection: CNN Architecture, Region Proposal and Transfer Learning

IEEE Access ◽

10.1109/access.2019.2901568 ◽

2019 ◽

Vol 7 ◽

pp. 30017-30032 ◽

Cited By ~ 8

Author(s):

Libin Lan ◽

Chunxiao Ye ◽

Chengliang Wang ◽

Shangbo Zhou

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Deep Convolutional Neural Networks

Abnormality Detection ◽