Automatic detection of microcalcification based on morphological operations and structural similarity indices

A Touil, K Kalti, PH Conze, B Solaiman… - Biocybernetics and …, 2020 - Elsevier
In this paper, a new method for automatic detection of microcalcifications in digitized
mammograms is proposed. Based on mathematical morphology theory to deal with the …

A new conditional region growing approach for microcalcification delineation in mammograms

A Touil, K Kalti, PH Conze, B Solaiman… - Medical & Biological …, 2021 - Springer
Microcalcifications (MCs) are considered as the first indicator of breast cancer development.
Their morphology, in terms of shape and size, is considered as the most important criterion …

A new collaborative classification process for microcalcification detection based on graphs and knowledge propagation

A Touil, K Kalti, PH Conze, B Solaiman… - Journal of Digital …, 2022 - Springer
In this paper, we propose a new collaborative process that aims to detect macrocalcifications
from mammographic images while minimizing false negative detections. This process is …

[PDF][PDF] Saliency-Based Microcalcification Clusters Segmentation in Mammography

IA Lbachir, I Daoudi, S Tallal - international journal of scientific & …, 2021 - researchgate.net
This paper proposes a new methodology for automatic segmentation of micro-calcification
clusters in mammography. The proposed method is based on two main steps: The first step …

Morphological-based microcalcification detection using adaptive thresholding and structural similarity indices

A Touil, K Kalti, PH Conze, B Solaiman… - … for Signal and …, 2020 - ieeexplore.ieee.org
In this paper, we propose a new morphological-based method for automatic detection of
microcalcifications in digitized mammograms. It uses various structuring elements to deal …

Fusion collaborative de classifieurs: application à la détection de pathologies en mammographie

A Touil - 2021 - theses.hal.science
Ce travail s' intéresse à l'interprétation d'images mammographiques pour la détection des
MCs. Partant d'un prétraitement, nous proposons une première méthode basée sur la …