Lung and colon cancer classification using medical imaging: A feature engineering approach

…, N Abdallah, JM Marion, M Oueidat… - … Engineering Sciences in …, 2022 - Springer
Lung and colon cancers lead to a significant portion of deaths. Their simultaneous occurrence
is uncommon, however, in the absence of early diagnosis, the metastasis of cancer cells …

Overview on prediction, detection, and classification of atrial fibrillation using wavelets and AI on ECG

…, N Abdallah, JM Marion, P Chauvet, M Oueidat… - Computers in Biology …, 2022 - Elsevier
Atrial fibrillation (AF) is the most common supraventricular cardiac arrhythmia, resulting in
high mortality rates among affected patients. AF occurs as episodes coming from irregular …

Nonlinear mixed-effects model for the evaluation and prediction of pavement deterioration

…, T Lorino, P Lepert, JM Marion - Journal of Transportation …, 2012 - ascelibrary.org
Pavement deterioration models are important inputs for pavement management systems (PMS).
These models are based on the study of performance data, and they provide the …

Radiomics prognostic analysis of PET/CT images in a multicenter head and neck cancer cohort: Investigating ComBat strategies, sub-volume characterization, and …

H Xu, N Abdallah, JM Marion, P Chauvet… - European Journal of …, 2023 - Springer
Purpose This study aimed to investigate the impact of several ComBat harmonization strategies,
intra-tumoral sub-volume characterization, and automatic segmentations for progression…

[HTML][HTML] Enhancing histopathological image classification of invasive ductal carcinoma using hybrid harmonization techniques

N Abdallah, JM Marion, C Tauber, T Carlier, M Hatt… - Scientific Reports, 2023 - nature.com
This study aims to develop a robust pipeline for classifying invasive ductal carcinomas and
benign tumors in histopathological images, addressing variability within and between centers…

Baseline levels of biochemical biomarkers in the endobenthic ragworm Hediste diversicolor as useful tools in biological monitoring of estuaries under anthropogenic …

A Barrick, JM Marion, H Perrein-Ettajani, A Châtel… - Marine pollution …, 2018 - Elsevier
Identification of contamination in estuarine ecosystems that are impacted by anthropogenic
pressures, such as the Seine estuary, is difficult to determine without considering the role …

Modeling the road degradation process: non-linear mixed effects models for correlation and heteroscedasticity of pavement longitudinal data

T Lorino, P Lepert, JM Marion, H Khraibani - Procedia-Social and …, 2012 - Elsevier
Pavement deterioration models are important inputs for the pavement management systems.
These models are based on the study of performance data, and they provide the evolution …

Wavelet transformation approaches for prediction of atrial fibrillation

…, JM Marion, P Chauvet, M Oueidat… - 2022 30th European …, 2022 - ieeexplore.ieee.org
Prediction of atrial fibrillation (AF) is a major issue in medicine. This is due to the fact that AF
is often asymptomatic. In this work, we present approaches based on wavelet …

An EMD-based approach for atrial fibrillation classification using wavelets and convolutional neural network

…, N Abdallah, JM Marion, P Chauvet, M Oueidat… - … Signal Processing and …, 2023 - Elsevier
Background and objectives: Atrial fibrillation (AF) is a common and extremely harmful
arrhythmia disease that leads to stroke and death. Several kinds of AF exist as paroxysmal AF, …

[HTML][HTML] A vector autoregressive methodology for short-term weather forecasting: tests for Lebanon

W Abdallah, N Abdallah, JM Marion, M Oueidat… - SN Applied …, 2020 - Springer
Weather forecasting has been a major challenge due to the uncertain nature of the weather.
Numerical models, such as the “Action de Recherche Petite Echelle Grande Echelle” (…