Badih Ghattas

CRMBM UMR CNRS 7339, 27, Boulevard Jean Moulin, Cedex 05
Marseille, 13385, France

Last Updated: 09/26/2026

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Found 27 publications

Deep learning-driven false-lumen volumes predict adverse remodeling better than diameter in patients with residual aortic dissection on CT.

Deep learning-driven false-lumen volumes predict adverse remodeling better than diameter in patients with residual aortic dissection on CT.

Journal: European radiology

Published: September 09, 2024

Fully automated epicardial adipose tissue volume quantification with deep learning and relationship with CAC score and micro/macrovascular complications in people living with type 2 diabetes: the multicenter EPIDIAB study.

Fully automated epicardial adipose tissue volume quantification with deep learning and relationship with CAC score and micro/macrovascular complications in people living with type 2 diabetes: the multicenter EPIDIAB study.

Journal: Cardiovascular diabetology

Published: July 01, 2024

Left Ventricular Trabeculations at Cardiac MRI: Reference Ranges and Association with Cardiovascular Risk Factors in UK Biobank.

Left Ventricular Trabeculations at Cardiac MRI: Reference Ranges and Association with Cardiovascular Risk Factors in UK Biobank.

Journal: Radiology

Published: April 02, 2024

Finding the best trade-off between performance and interpretability in predicting hospital length of stay using structured and unstructured data.

Finding the best trade-off between performance and interpretability in predicting hospital length of stay using structured and unstructured data.

Journal: PloS one

Published: April 08, 2023

Machine-learning prediction for hospital length of stay using a French medico-administrative database.

Machine-learning prediction for hospital length of stay using a French medico-administrative database.

Journal: Journal of market access & health policy

Published: December 02, 2022

FDG-PET to T1 Weighted MRI Translation with 3D Elicit Generative Adversarial Network (E-GAN).

FDG-PET to T1 Weighted MRI Translation with 3D Elicit Generative Adversarial Network (E-GAN).

Journal: Sensors (Basel, Switzerland)

Published: April 28, 2022

Automatic Deep-Learning Segmentation of Epicardial Adipose Tissue from Low-Dose Chest CT and Prognosis Impact on COVID-19.

Automatic Deep-Learning Segmentation of Epicardial Adipose Tissue from Low-Dose Chest CT and Prognosis Impact on COVID-19.

Journal: Cells

Published: January 29, 2022

Genotyping and Multivariate Regression Trees Reveal Ecological Diversification within the Microcystis aeruginosa Complex along a Wide Environmental Gradient.

Genotyping and Multivariate Regression Trees Reveal Ecological Diversification within the Microcystis aeruginosa Complex along a Wide Environmental Gradient.

Journal: Applied and environmental microbiology

Published: November 24, 2021

Value and prognostic impact of a deep learning segmentation model of COVID-19 lung lesions on low-dose chest CT.

Value and prognostic impact of a deep learning segmentation model of COVID-19 lung lesions on low-dose chest CT.

Journal: Research in diagnostic and interventional imaging

Published: November 04, 2021

Medical image segmentation automatic quality control: A multi-dimensional approach.

Medical image segmentation automatic quality control: A multi-dimensional approach.

Journal: Medical image analysis

Published: December 15, 2020

Machine-learning prediction of unplanned 30-day rehospitalization using the French hospital medico-administrative database.

Machine-learning prediction of unplanned 30-day rehospitalization using the French hospital medico-administrative database.

Journal: Medicine

Published: December 08, 2020

Deep Learning-based Automated Segmentation of Left Ventricular Trabeculations and Myocardium on Cardiac MR Images: A Feasibility Study.

Deep Learning-based Automated Segmentation of Left Ventricular Trabeculations and Myocardium on Cardiac MR Images: A Feasibility Study.

Journal: Radiology. Artificial intelligence

Published: March 09, 2020

Showing 1-12 of 27

Last Updated: 09/26/2026