Publications dans lesquelles il/elle collabore avec Raúl San José Estépar (16)

2020

  1. Biomarker Localization from Deep Learning Regression Networks

    IEEE Transactions on Medical Imaging, Vol. 39, Núm. 6, pp. 2121-2132

2019

  1. Localizing image-based biomarker regression without training masks: A new approach to biomarker discovery

    Proceedings - International Symposium on Biomedical Imaging

2018

  1. Automated Agatston score computation in non-ECG gated CT scans using deep learning

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  2. Deep learning for biomarker regression: Application to osteoporosis and emphysema on chest CT scans

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  3. Disease staging and prognosis in smokers using deep learning in chest computed tomography

    American Journal of Respiratory and Critical Care Medicine, Vol. 197, Núm. 2, pp. 193-203

  4. Multi-structure segmentation from partially labeled datasets. Application to body composition measurements on CT scans

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Multiorgan structures detection using deep convolutional neural networks

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  6. On the relevance of the loss function in the agatston score regression from non-ECG gated CT scans

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  7. Reply to Mummadi et al.

    American Journal of Respiratory and Critical Care Medicine

2017

  1. Cardiac morphometry on computed tomography and exacerbation reduction with β-blocker therapy in chronic obstructive pulmonary disease

    American Journal of Respiratory and Critical Care Medicine

  2. Ventricular Geometry From Non-contrast Non-ECG-gated CT Scans: An Imaging Marker of Cardiopulmonary Disease in Smokers

    Academic Radiology, Vol. 24, Núm. 5, pp. 594-602

2016

  1. Automated Agatston score computation in a large dataset of non ECG-gated chest computed tomography

    Proceedings - International Symposium on Biomedical Imaging

  2. Implementation and performance of automated software for computing right-to-left ventricular diameter ratio from computed tomography pulmonary angiography images

    Journal of Computer Assisted Tomography, Vol. 40, Núm. 3, pp. 387-392

  3. Pulmonary vascular morphology as an imaging biomarker in chronic thromboembolic pulmonary hypertension

    Pulmonary Circulation, Vol. 6, Núm. 1, pp. 70-81

2015

  1. Automated axial right ventricle to left ventricle diameter ratio computation in computed tomography pulmonary angiography

    PLoS ONE, Vol. 10, Núm. 5

  2. Automatic ventricle detection in Computed Tomography Pulmonary Angiography

    Proceedings - International Symposium on Biomedical Imaging