Mass segmentation in mammograms based on the minimisation of energy and active contour model. - Khalid El Fahssi; Abdelali Elmoufidi; Abdenbi Abenaou; Said Jai-Andaloussi; Abderrahim Sekkaki (MeMeA, 2014)

Automatically density based breast segmentation for mammograms by using dynamic K-means algorithm and Seed Based Region Growing. - Abdelali Elmoufidi; Khalid El Fahssi; Said Jai-Andaloussi; Abderrahim Sekkaki (I2MTC, 2015)

Automatic Detection of Suspicious Lesions in Digital X-ray Mammograms. - Abdelali Elmoufidi; Khalid El Fahssi; Said Jai-Andaloussi; Abderrahim Sekkaki; Gwenolé Quellec; Mathieu Lamard; Guy Cazuguel (UNet, 2016)

Anomaly classification in digital mammography based on multiple-instance learning. - Abdelali Elmoufidi; Khalid El Fahssi; Said Jai-Andaloussi; Abderrahim Sekkaki; Gwenolé Quellec; Mathieu Lamard (IET Image Process., 2018)

Pre-Processing Algorithms on Digital X-ray Mammograms. - Abdelali Elmoufidi (ISC2, 2019)

Applied CNN for Automatic Diabetic Retinopathy Assessment Using Fundus Images. - Amine El Hossi; Ayoub Skouta; Abdelali Elmoufidi; Mourad Nachaoui (CBI, 2021)

Semantic Segmentation of Retinal Blood Vessels from Fundus Images by using CNN and the Random Forest Algorithm. - Ayoub Skouta; Abdelali Elmoufidi; Said Jai-Andaloussi; Ouail Ouchetto (SENSORNETS, 2022)

Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network. - Ayoub Skouta; Abdelali Elmoufidi; Said Jai-Andaloussi; Ouail Ouchetto (J. Big Data, 2022)

Deep multiple instance learning for automatic glaucoma prevention and auto-annotation using color fundus photography. - Abdelali Elmoufidi; Ayoub Skouta; Said Jai-Andaloussi; Ouail Ouchetto (Prog. Artif. Intell., 2022)

Deep Multiple Instance Learning for Automatic Breast Cancer Assessment Using Digital Mammography. - Abdelali Elmoufidi (IEEE Trans. Instrum. Meas., 2022)

Diabetic Retinopathy Prevention Using EfficientNetB3 Architecture and Fundus Photography. - Abdelali Elmoufidi; Hind Ammoun (SN Comput. Sci., 2023)

CNN with Multiple Inputs for Automatic Glaucoma Assessment Using Fundus Images. - Abdelali Elmoufidi; Ayoub Skouta; Said Jai-Andaloussi; Ouail Ouchetto (Int. J. Image Graph., 2023)

Deep learning for diabetic retinopathy assessments: a literature review. - Ayoub Skouta; Abdelali Elmoufidi; Said Jai-Andaloussi; Ouail Ouchetto (Multim. Tools Appl., 2023)

Modified U-Net Architecture Using Fundus Images for Hemorrhages Semantic Segmentation. - Amine El Hossi; Soufiane El Aamrani; Abdelali Elmoufidi; Mourad Nachaoui (UNet, 2024)