selected publications

• academic article

  • Comparison between computerised lung SPECT-CT and noncontrast thoracic HRCT for quantitative analysis of post-acute COVID-19 pulmonary vascular pruning.  ERJ Open Research.  9:00076-2023. 2023
  • Correction to: Comparison of optimization parametrizations for regional lung compliance estimation using personalized pulmonary poromechanical modelling.  Biomechanics and Modeling in Mechanobiology.  22:1459-1459. 2023
  • Comparison of optimization parametrizations for regional lung compliance estimation using personalized pulmonary poromechanical modeling.  Biomechanics and Modeling in Mechanobiology.  22:1541-1554. 2023
  • Estimation of Regional Pulmonary Compliance in Idiopathic Pulmonary Fibrosis Based on Personalized Lung Poromechanical Modeling.  Journal of Biomechanical Engineering.  144. 2022
  • Personalized pulmonary poromechanics.  Computer Methods in Biomechanics & Biomedical Engineering.  23:S119-S120. 2020
  • High-resolution computed tomography to differentiate chronic diffuse infiltrative lung diseases with chronic multifocal consolidation patterns using logical analysis of data..  HAL (Le Centre pour la Communication Scientifique Directe).  33:355-371. 2016
  • Quantitative computed tomography imaging of airway remodeling in severe asthma..  HAL (Le Centre pour la Communication Scientifique Directe).  6:76-83. 2016
  • Computed Tomography Assessment of Airways Throughout Bronchial Tree Demonstrates Airway Narrowing in Severe Asthma.  Academic Radiology.  22:734-742. 2015
  • Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study.  Medical Image Analysis.  18:1217-1232. 2014
  • Volumetric Quantification of Airway Wall in CT via Collision-Free Active Surface Model: Application to Asthma Assessment.  IEEE Transactions on Medical Imaging.  33:1512-1526. 2014
  • Relationship between the airway wall area and asthma control score in moderate persistent asthma.  European Radiology.  23:1594-1602. 2013
  • Multidetector Row Computed Tomography to Assess Changes in Airways Linked to Asthma Control.  Respiration.  81:461-468. 2010
  • CT imaging of chronic obstructive pulmonary disease: role in phenotyping and interventions.  Expert Opinion on Medical Diagnostics.  3:689-703. 2009
  • Investigation of airways using MDCT for visual and quantitative assessment in COPD patients.  International Journal of COPD.  Volume 3:97-107. 2008
  • Quantification of bronchial dimensions at MDCT using dedicated software.  European Radiology.  17:1483-1489. 2006

• chapter

  • Large airway disease and chronic airflow obstruction.  . 2020
  • 3D Vector Flow Guided Segmentation of Airway Wall in MSCT.  Lecture notes in computer science. 302-311. 2010
  • Diffuse Parenchymal Lung Diseases: 3D Automated Detection in MDCT.  Springer eBooks. 825-833. 2007

• conference paper

  • Linking CT and SPECT based analysis for quantitative follow-up of vascular perfusion defects in COVID-19.  Medical Imaging 2018: Computer-Aided Diagnosis. 12-12. 2023
  • Personalized pulmonary poromechanics in health, idiopathic pulmonary fibrosis and CoViD-19.  . 2022
  • Multiparameter analysis of vascular remodeling in post-acute sequelae of COVID-19.  Medical Imaging 2018: Computer-Aided Diagnosis. 15-15. 2022
  • Traction bronchiectasis identification and quantitative biomarkers for follow up in nonspecific interstitial pneumonia.  Medical Imaging 2018: Computer-Aided Diagnosis. 26-26. 2021
  • Transferring CT image biomarkers from fibrosing idiopathic interstitial pneumonia to COVID-19 analysis.  Medical Imaging 2018: Computer-Aided Diagnosis. 2021
  • Diffusion-based interpolation with geometrical constraints applied to investigation of interstitial lung diseases.  . 622-629. 2020
  • Estimation of patient-specific mechanical parameters in pulmonary diseases.  HAL (Le Centre pour la Communication Scientifique Directe). 2020
  • Mécanique pulmonaire personnalisée : modélisation et estimation - Application à la fibrose pulmonaire.  . 2019
  • Image biomarkers for quantitative analysis of idiopathic interstitial pneumonia.  Medical Imaging 2018: Computer-Aided Diagnosis. 44-44. 2019
  • Deep learning framework for infiltrative lung disease classification.  . 2018
  • Boosting CNN performance for lung texture classification using connected filtering.  Medical Imaging 2018: Computer-Aided Diagnosis. 4-4. 2018
  • Robust lung identification in MSCT via controlled flooding and shape constraints: dealing with anatomical and pathological specificity.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 97881A-97881A. 2016
  • Increasing CAD system efficacy for lung texture analysis using a convolutional network.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 97850Q-97850Q. 2016
  • Intrapulmonary vascular remodeling: MSCT-based evaluation in COPD and alpha-1 antitrypsin deficient subjects.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 978516-978516. 2016
  • Grading remodeling severity in asthma based on airway wall thickening index and bronchoarterial ratio measured with MSCT.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 941515-941515. 2015
  • 3D mapping of airway wall thickening in asthma with MSCT: a level set approach.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 90352I-90352I. 2014
  • Idiopathic interstitial pneumonias and emphysema: detection and classification using a texture-discriminative approach.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 83152Z-83152Z. 2012
  • High-throughput morphometric analysis of pulmonary airways in MSCT via a mixed 3D/2D approach.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 79631R-79631R. 2011
  • Surface modeling and segmentation of the 3D airway wall in MSCT.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 79640O-79640O. 2011
  • Airway shape assessment with visual feed-back in asthma and obstructive diseases.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 76251E-76251E. 2010
  • Ground truth and CT image model simulation for pathophysiological human airway system.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 76252K-76252K. 2010
  • A morphological-aggregative approach for 3D segmentation of pulmonary airways from generic MSCT acquisitions.  HAL (Le Centre pour la Communication Scientifique Directe). 2009
  • Detection and classification of interstitial lung diseases and emphysema using a joint morphological-fuzzy approach.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 726031-726031. 2009
  • Morpho-geometrical approach for 3D segmentation of pulmonary vascular tree in multi-slice CT.  Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 72594F-72594F. 2009