Multi-agent medical image segmentation: A survey

MT Bennai, Z Guessoum, S Mazouzi, S Cormier… - Computer Methods and …, 2023 - Elsevier
During the last decades, the healthcare area has increasingly relied on medical imaging for
the diagnosis of a growing number of pathologies. The different types of medical images are …

[PDF][PDF] Medical image segmentation using a multi-agent system approach.

M Chitsaz, CS Woo - Int. Arab J. Inf. Technol., 2013 - iajit.org
Image segmentation techniques have been an invaluable task in many domains such as
quantification of tissue volumes, medical diagnosis, anatomical structure study, treatment …

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
The optimal segmentation of medical images remains important for promoting the intensive
use of automatic approaches in decision making, disease diagnosis, and facilitating the …

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
According to functional or anatomical modalities, medical imaging provides a visual
representation of complex structures or activities in the human body. One of the most …

Medical image segmentation by a multi-agent system approach

N Benamrane, S Nassane - … 2007, Leipzig, Germany, September 24-26 …, 2007 - Springer
In this paper, we propose an approach for medical Image segmentation based on a FIPA
compliant multi-agent system. The idea consists in merging the regions following several …

[PDF][PDF] The status quo of artificial intelligence methods in automatic medical image segmentation

M Rastgarpour, J Shanbehzadeh - International Journal of Computer …, 2013 - academia.edu
Image understanding needs to image analysis accurately in medical image engineering.
Since segmentation is an effective and fundamental step in the medical image analysis …

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

H Allioui, M Sadgal, A El Fazziki - Journal of communications software …, 2020 - hrcak.srce.hr
Sažetak In this paper, we present a solution-based cooperation approach for strengthening
the image segmentation. This paper proposes a cooperative method relying on Multi-Agent …

Multi-agent segmentation of IVUS images

EGP Bovenkamp, J Dijkstra, JG Bosch, JHC Reiber - Pattern Recognition, 2004 - Elsevier
A novel multi-agent image interpretation system has been developed which is markedly
different from previous approaches in especially its elaborate high-level knowledge-based …

A cooperative and adaptive approach to medical image segmentation

C Spinu, C Garbay, JM Chassery - … in Medicine Europe, AIME'95 Pavia …, 1995 - Springer
The purpose of the paper is to discuss the potential of a multi-agent approach for low-level
image analysis. The work is based on the assumption that low-level processings should be …

A cooperative approach for 3D image segmentation

H Allioui, M Sadgal, A Elfazziki - 2016 International Conference …, 2016 - ieeexplore.ieee.org
Multi-agent technology has been considered as an important approach for developing
distributed intelligent systems analyzing computed tomography (CT). Due to the important …