Deep learning-based CAD schemes for the detection and classification of lung nodules from CT images: A survey

R Mastouri, N Khlifa, H Neji… - Journal of X-ray …, 2020 - content.iospress.com
BACKGROUND: Lung cancer is the most common cancer in the world. Computed tomography
(CT) is the standard medical imaging modality for early lung nodule detection and …

A bilinear convolutional neural network for lung nodules classification on CT images

R Mastouri, N Khlifa, H Neji… - International Journal of …, 2021 - Springer
Purpose Lung cancer is the most frequent cancer worldwide and is the leading cause of
cancer-related deaths. Its early detection and treatment at the stage of a lung nodule improve …

Interstitial lung diseases: Imaging contribution to diagnosis and elementary radiological lesions

H Neji, M Attia, M Affes, I Baccouche… - Seminars in Diagnostic …, 2018 - Elsevier
Interstitial pneumonias comprise a heterogeneous group of disorders in which a
multidisciplinary approach is important for accuracy in diagnosis; indeed, one might say, even …

Transfer learning vs. fine-tuning in bilinear CNN for lung nodules classification on CT scans

R Mastouri, N Khlifa, H Neji… - Proceedings of the 2020 …, 2020 - dl.acm.org
Lung cancer is one of the leading causes of death worldwide. Its early detection in its
nodular form is extremely effective in improving patient survival rate. Deep learning (DL) and …

A morphological operation-based approach for Sub-pleural lung nodule detection from CT images

R Mastouri, H Neji, S Hantous-Zannad… - 2018 IEEE 4th Middle …, 2018 - ieeexplore.ieee.org
Detection of pulmonary nodules is a frequent circumstance in daily radiology practice. Their
extraction depends on their localization. Sub-pleural nodules are directly connected to the …

Current and new imaging techniques in risk stratification of asymptomatic severe aortic stenosis

…, E Bennour, L Laroussi, M Miled, H Neji… - Acta …, 2022 - Taylor & Francis
Aortic stenosis (AS) is one of the most common valvular diseases in clinical practice. The
prevalence of calcified AS with moderate or severe stenosis exceeds 2% after 75 years. The …

Posterior mediastinal angiomyxolipoma with spinal canal extension.

S Hantous-Zannad, H Neji, A Zidi, E Braham… - La Tunisie …, 2012 - europepmc.org
Background Angiomyxolipoma is a benign tumor considered as a variant of lipoma and that
occurs mainly in the subcutis. The mediastinal location hasn't been previously reported. Aim …

[HTML][HTML] Can coronavirus disease 2019 induce sarcoidosis: A case report

…, S Maazoui, A Touil, S Habibech, N Henda… - Thoracic Research …, 2023 - ncbi.nlm.nih.gov
Since the emergence of coronavirus disease 2019, a large spectrum of clinical
manifestations following this acute viral infection has been reported especially autoimmune …

[HTML][HTML] Diagnostic accuracy of strain imaging in predicting myocardial viability after an ST-elevation myocardial infarction

FM Zghal, S Boudiche, S Haboubi, H Neji, MB Halima… - Medicine, 2020 - journals.lww.com
… Mghaieth Zghal, Fathia MD a,b,∗ ; Boudiche, Selim MD a,b ; Haboubi, Sofiane MD a ; Neji,
Henda MD b,c ; Ben Halima, Manel MD a,b ; Rekik, Bassem MD a,b ; Mechri, Mehdi MD a ; …

How MRI can contribute to the diagnosis of acute demyelinating encephalomyelitis in children

E Daoud, I Chabchoub, H Neji, N Toumi… - Neurosciences …, 2011 - nsj.org.sa
OBJECTIVE: To illustrate through 10 pediatric cases, the clinical features, course, and
importance of neuroimaging (especially MRI) in guiding the diagnosis of acute disseminated …