Mohamed El Ansari - Publications, H-index & Citations

Mohamed El Ansari

moulay ismail university

22H指数

112论文数

1.5K被引数

收录论文 38

发表时间

D-TICNN: A dual encoder network with simplified transformer-involution and U-Net-based decoder for enhanced polyp and skin cancer segmentation D-TICNN：一种具有简化变换器-卷积和基于U-Net解码器的增强息肉和皮肤癌分割的双编码器网络

Neural Networks

IF6.3

2026-09-17

PREAI

Yassine Oukdach; Anass Garbaz; Zakaria Kerkaou; Mohamed El Ansari; Lahcen Koutti; Ahmed Fouad El Ouafdi; Mouna Salihoun

XCC-Net: An X-Shaped Collective Convolution Network Architecture for Medical Image Segmentation XCC-Net：一种用于医学图像分割的X形集合卷积网络架构

Machine Learning and Knowledge Extraction

IF6

2026-03-04

OAAI

Anass Garbaz; Yassine Oukdach; Said Charfi; Mohamed El Ansari; Lahcen Koutti; Mustapha Hedabou; Mustapha Oujaoura; Abdel Motalib Lagsoun

HDEFG-UFormer: A Hierarchical Depthwise-Expanded Feature Grouping Transformer-Based UNet for Gastrointestinal Disease Segmentation HDEFG-UFormer：一种基于特征分组Transformer的层次化深度扩展型UNet用于胃肠道疾病分割

ieee transactions on systems, man, and cybernetics: systems

IF0

2026-02-06

PREAI

Anass Garbaz; Yassine Oukdach; Said Charfi; Mohamed El Ansari; Lahcen Koutti; Mouna Salihoun

ShellNet++: A Dynamic Shell Convolution-Based Framework for LIDAR Point Cloud Pedestrian Detection ShellNet++：一种基于动态外壳卷积的激光雷达点云行人检测框架

IEEE Access

IF3.6

2026-02-06

OAAI

Redouan Lahmyed; Mohamed El Ansari; Lahcen Koutti; Zakaria Rida

CVVEFM Layer: An Edge Detection Inspired Layer for Image Segmentation Tasks CVVEFM层：一种受边缘检测启发的图像分割任务层

PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2025, PT II

IF0

2026-01-01

PREAI

El Amraoui, Khalid; El Alaoui, Mustapha; Amari, Aziz; Roukhe, Hassane; El Ansari, Mohamed; Masmoudi, Lhoussaine; de Oliveira, Jose Valente

DMFC-UFormer: Depthwise multi-scale factorized convolution transformer-based UNet for medical image segmentation

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2025-03-01

PREAI

Garbaz, Anass; Oukdach, Yassine; Charfi, Said; El Ansari, Mohamed; Koutti, Lahcen; Salihoun, Mouna

GSAC-UFormer: Groupwise Self-Attention Convolutional Transformer-Based UNet for Medical Image Segmentation

COGNITIVE COMPUTATION

IF4.3

2025-02-22

PREAI

Garbaz, Anass; Oukdach, Yassine; Charfi, Said; El Ansari, Mohamed; Koutti, Lahcen; Salihoun, Mouna

MLFE-UNet: Multi-Level Feature Extraction Transformer-Based UNet for Gastrointestinal Disease Segmentation Mlfe-unet: 基于多级特征提取变压器的UNet用于胃肠道疾病分割

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

IF2.5

2025-01-27

PREAI

Garbaz, Anass; Oukdach, Yassine; Charfi, Said; El Ansari, Mohamed; Koutti, Lahcen; Salihoun, Mouna; Lafraxo, Samira

MLFA-UNet: A multi-level feature assembly UNet for medical image segmentation Mlfa-unet: 用于医学图像分割的多级特征组装UNet

METHODS

IF4.3

2024-12-01

PREAI

Garbaz, Anass; Oukdacha, Yassine; Charfi, Said; El Ansari, Mohamed; Koutti, Lahcen; Salihoun, Mouna

Feature Pyramid Network Based Spatial Attention and Cross-Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images

INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

IF2.5

2024-10-07

OAAI

Charfi, Said; EL Ansari, Mohamed; Koutti, Lahcen; Eljaafari, Ilyas; Ellahyani, Ayoub

A new hybrid approach for pneumonia detection using chest X-rays based on ACNN-LSTM and attention mechanism

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2024-02-12

PREAI

Lafraxo, Samira; El Ansari, Mohamed; Koutti, Lahcen

Abnormalities detection from wireless capsule endoscopy images based on embedding learning with triplet loss

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2024-02-12

PREAI

Charfi, Said; El Ansari, Mohamed; Koutti, Lahcen; Ellahyani, Ayoub; Eljaafari, Ilyas

Modified residual attention network for abnormalities segmentation and detection in WCE images

SOFT COMPUTING

IF2.5

2024-01-14

PREAI

Charfi, Said; Ansari, Mohamed El; Koutti, Lahcen; Ellahyani, Ayoub; Eljaafari, Ilyas

ViTCA-Net: a framework for disease detection in video capsule endoscopy images using a vision transformer and convolutional neural network with a specific attention mechanism

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2024-01-11

PREAI

Oukdach, Yassine; Kerkaou, Zakaria; El Ansari, Mohamed; Koutti, Lahcen; El Ouafdi, Ahmed Fouad; De Lange, Thomas

Computer-aided system for bleeding detection in WCE images based on CNN-GRU network

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2023-07-27

PREAI

Lafraxo, Samira; El Ansari, Mohamed; Koutti, Lahcen

Semantic Segmentation of Digestive Abnormalities from WCE Images by Using AttResU-Net Architecture

LIFE-BASEL

IF3.4

2023-03-07

OAAI

Lafraxo, Samira; Souaidi, Meryem; El Ansari, Mohamed; Koutti, Lahcen

A Multiscale Polyp Detection Approach for GI Tract Images Based on Improved DenseNet and Single-Shot Multibox Detector

DIAGNOSTICS

IF3.3

2023-02-15

OAAI

Lafraxo, Samira; Souaidi, Meryem; Kerkaou, Zakaria; El Ansari, Mohamed; Koutti, Lahcen

Omnidirectional spatio-temporal matching based on machine learning

SOFT COMPUTING

IF2.5

2022-11-19

PREAI

Kerkaou, Zakaria; El Ansari, Mohamed; Masmoudi, Lhoussaine; Lahmyed, Redouan

Deep residual U-Net for automatic detection of Moroccan coastal upwelling using SST images

MULTIMEDIA TOOLS AND APPLICATIONS

IF3

2022-08-25

PREAI

Snoussi, Mohamed; Tamim, Ayoub; El Fellah, Salma; El Ansari, Mohamed

Multi-Scale Hybrid Network for Polyp Detection in Wireless Capsule Endoscopy and Colonoscopy Images

DIAGNOSTICS

IF3.3

2022-08-22

OAAI

Souaidi, Meryem; El Ansari, Mohamed

研究方向