Abdelali Elmoufidi

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 11

Top Topics

Multiple Instance

Diabetic Retinopathy

Digital Mammography

Top Venues

IET Image Process.

Publications

Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi, Ouail Ouchetto
Deep learning for diabetic retinopathy assessments: a literature review. Multim. Tools Appl. 82 (27) (2023)
Abdelali Elmoufidi, Ayoub Skouta, Said Jai-Andaloussi, Ouail Ouchetto
CNN with Multiple Inputs for Automatic Glaucoma Assessment Using Fundus Images. Int. J. Image Graph. 23 (1) (2023)
Abdelali Elmoufidi, Hind Ammoun
Diabetic Retinopathy Prevention Using EfficientNetB3 Architecture and Fundus Photography. SN Comput. Sci. 4 (1) (2023)
Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi, Ouail Ouchetto
Semantic Segmentation of Retinal Blood Vessels from Fundus Images by using CNN and the Random Forest Algorithm. SENSORNETS (2022)
Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi, Ouail Ouchetto
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network. J. Big Data 9 (1) (2022)
Abdelali Elmoufidi, Ayoub Skouta, Said Jai-Andaloussi, Ouail Ouchetto
Deep multiple instance learning for automatic glaucoma prevention and auto-annotation using color fundus photography. Prog. Artif. Intell. 11 (4) (2022)
Abdelali Elmoufidi
Deep Multiple Instance Learning for Automatic Breast Cancer Assessment Using Digital Mammography. IEEE Trans. Instrum. Meas. 71 (2022)
Amine El Hossi, Ayoub Skouta, Abdelali Elmoufidi, Mourad Nachaoui
Applied CNN for Automatic Diabetic Retinopathy Assessment Using Fundus Images. CBI (2021)
Abdelali Elmoufidi
Pre-Processing Algorithms on Digital X-ray Mammograms. ISC2 (2019)
Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwénolé Quellec, Mathieu Lamard
Anomaly classification in digital mammography based on multiple-instance learning. IET Image Process. 12 (3) (2018)
Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki, Gwénolé Quellec, Mathieu Lamard, Guy Cazuguel
Automatic Detection of Suspicious Lesions in Digital X-ray Mammograms. UNet (2016)
Abdelali Elmoufidi, Khalid El Fahssi, Said Jai-Andaloussi, Abderrahim Sekkaki
Automatically density based breast segmentation for mammograms by using dynamic K-means algorithm and Seed Based Region Growing. I2MTC (2015)
Khalid El Fahssi, Abdelali Elmoufidi, Abdenbi Abenaou, Said Jai-Andaloussi, Abderrahim Sekkaki
Mass segmentation in mammograms based on the minimisation of energy and active contour model. MeMeA (2014)