Intelligent environment for advanced brain imaging: multi-agent system for an automated Alzheimer diagnosis

H Allioui, M Sadgal, A Elfazziki - Evolutionary Intelligence, 2021 - Springer
… Otherwise, based on the successful implementation of Multi-Agent Systems in image
segmentation researches, we expected a high accuracy for our method (above 90%). However, we …

A stochastic multi-agent approach for medical-image segmentation: application to tumor segmentation in brain MR images

MT Bennai, Z Guessoum, S Mazouzi, S Cormier… - Artificial Intelligence in …, 2020 - Elsevier
… , researchers are exploring the possibilities offered by multi-agent systems (MASs). … (eg,
detection of Alzheimer lesions or tumors), providing valuable information for medical staff. Tumor …

Multi-agent medical image segmentation: A survey

MT Bennai, Z Guessoum, S Mazouzi, S Cormier… - Computer Methods and …, 2023 - Elsevier
… -of-the-art multi-agent systems for medical image segmentation … a visual result of brain MR
image segmentation in their paper, … for Alzheimer’s disease detection compared to well-known …

[PDF][PDF] A Multi-Agent Approach for Self-adaptive MRI Segmentation

MT Bennai, S Mazouzi, Z Guessoum… - … Self-Adaptive Systems … - personales.upv.es
… This section describes and analyses those multi-agent segmentation approaches. … Allioui
[15] proposed a multi-agent system for the detection of Alzheimer lesions in MRI images. The …

Optimized control for medical image segmentation: improved multi-agent systems agreements using Particle Swarm Optimization

H Allioui, M Sadgal, A Elfazziki - Journal of Ambient Intelligence and …, 2021 - Springer
… interaction by using multi-agent systems (MAS) and optimize the segmentation systems
control. … The illustrated dataset in this paper contains 501 MRI images to be segmented by the …

A cooperative approach based on local detection of similarities and discontinuities for brain MR images segmentation

MT Bennai, S Mazouzi, Z Guessoum… - … of Medical Systems, 2020 - Springer
… This paper introduces a new multi-agent approach for brain MR image segmentation
using the detection of … Alzheimer detection based on Multi-Agent systems: an intelligent …

An improved image segmentation system: a cooperative multi-agent strategy for 2D/3D medical images

H Allioui, M Sadgal, A El Fazziki - … software and systems, 2020 - hrcak.srce.hr
image segmentation. This paper proposes a cooperative method relying on Multi-Agent System.
… of volume loss in hippocampal layers in Alzheimer's disease using 7 T MRI: A feasibility …

Agent-Based Medical Image Processing Using Multi-stage Distributed Neural Network

A Stranjak, S Campagna, I Čavrak - … on Agent and Multi-Agent Systems …, 2023 - Springer
MR Imaging workflow, and Sect. 3 presents a brief overview of the usage of multi-agent systems
in the MR Imaging … reading [3] utilised a multi-agent approach to image segmentation to …

A multi-agent feature selection and hybrid classification model for Parkinson's disease diagnosis

MA Mohammed, M Elhoseny… - ACM Transactions on …, 2021 - dl.acm.org
… causes; for example, dementia with Lewy bodies, dynamic … study is a MAFT approach of
the multi-agent system to obtain a … -based segmentation and classification approach for MRI

A Comparative Study on Reinforcement Learning in Disease Prediction on Medical Data

PS Rajendran - … and Intelligent Computing Systems (ADICS), 2024 - ieeexplore.ieee.org
Image registration, lesion localization, image segmentation, … on Alzheimer’s disease prediction
and conclusion of the study. … where multi agent performs better even in large scale image