Comparative study of the methodologies used for subjective medical image quality assessment

L Lévêque, M Outtas, H Liu… - Physics in Medicine & …, 2021 - iopscience.iop.org
Healthcare professionals have been increasingly viewing medical images and videos in
their routine clinical practice, and this in a wide variety of environments. Both the perception …

Objective quality assessment of medical images and videos: Review and challenges

R Rodrigues, L Lévêque, J Gutiérrez, H Jebbari… - Multimedia Tools and …, 2024 - Springer
Quality assessment is a key element for the evaluation of hardware and software involved in
image and video acquisition, processing, and visualization. In the medical field, user-based …

Label-free Medical Image Quality Evaluation by Semantics-aware Contrastive Learning in IoMT

D Yi, Y Hua, P Murchie… - IEEE journal of biomedical …, 2023 - ieeexplore.ieee.org
With the rapid development of the Internet-of-Medical-Things (IoMT) in recent years, it has
emerged as a promising solution to alleviate the workload of medical staff, particularly in the …

Deep-based quality assessment of medical images through domain adaptation

M Tliba, A Sekhri, MA Kerkouri… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Predicting the quality of multimedia content is often needed in different fields. In some
applications, quality metrics are crucial with a high impact, and can affect decision making …

Objective quality assessment of medical images and videos: review and challenges

SS Al-juboori, R Rodrigues, L Lévêque… - Multimedia Tools …, 2024 - pearl.plymouth.ac.uk
Quality assessment is a key element for the evaluation of hardware and software involved
inimage and video acquisition, processing, and visualization. In the medical field, user …

Towards Recommendations and Guidelines for Subjective Medical Image and Video Quality Assessment

O Meriem, Z Lu, M Maria - 2024 12th European Workshop on …, 2024 - ieeexplore.ieee.org
Evaluating the quality of medical images is a critical step in developing precise, trustworthy,
and clinically applicable image processing algorithms and machine learning models for …

Évaluation de la qualité des images médicales basée sur un apprentissage par adaptation au domaine

M Tliba, A Sekhri, A Chetouani - GRETSI2022, 2022 - hal.science
La prédiction de la qualité des contenus multimédia est souvent nécessaire dans différents
domaines. Dans certaines applications, les métriques de qualité sont cruciales et ont un …

Compression oriented enhancement of noisy images: Application to ultrasound images

M Outtas - 2019 - hal.science
The medical diagnosis is strongly based on different medical imaging modalities.
Consequently, the amount of digital image data to be stored or transmitted is huge. Hence …

[PDF][PDF] Compression orientée restauration des images bruitées: application aux images échographiques

O Meriem - 2019 - hal.science
Résumé Le diagnostic médical est fortement basé sur différentes modalités d'imagerie
médicale. En conséquence, la quantité de données d'images numériques à stocker ou à …