Artificial Intelligence in COPD: New Venues to Study a Complex Disease

por Estépar, Raúl San José
Publicado en Barc Respir Netw Rev (2020)

Targeting Precision with Data Augmented Samples in Deep Learning

por Nardelli, Pietro, Estépar, Raúl San José
Publicado en Med Image Comput Comput Assist Interv (2019)

RANKING AND CLASSIFICATION OF MONOTONIC EMPHYSEMA PATTERNS WITH A MULTI-CLASS HIERARCHICAL APPROACH

por Kurugol, Sila, Washko, George R., Estepar, Raul San Jose
Publicado en Proc IEEE Int Symp Biomed Imaging (2014)

AUTOMATED AGATSTON SCORE COMPUTATION IN A LARGE DATASET OF NON ECG-GATED CHEST COMPUTED TOMOGRAPHY

por González, Germán, Washko, George R., Estépar, Raúl San José
Publicado en Proc IEEE Int Symp Biomed Imaging (2016)

Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans

por González, Germán, Washko, George R., Estépar, Raúl San José
Publicado en Proc SPIE Int Soc Opt Eng (2018)

Generative-based Airway and Vessel Morphology Quantification on Chest CT Images

por Nardelli, Pietro, Ross, James C., Estépar, Raúl San José
Publicado en Med Image Anal (2020)

Supervised Image Classification Algorithm Using Representative Spatial Texture Features: Application to COVID-19 Diagnosis Using CT Images

por Belkhatir, Zehor, Estépar, Raúl San José, Tannenbaum, Allen R.
Publicado en medRxiv (2020)

Towards real time 2D to 3D registration for ultrasound-guided endoscopic and laparoscopic procedures

por Estépar, Raúl San José, Westin, Carl-Fredrik, Vosburgh, Kirby G.
Publicado 2009

Computed Tomographic Airway Morphology in Chronic Obstructive Pulmonary Disease. Remodeling or Innate Anatomy?

por Diaz, Alejandro A., Estépar, Raul San José, Washko, George R.
Publicado en Ann Am Thorac Soc (2016)

A Kernel-Based Approach for User-Guided Fiber Bundling using Diffusion Tensor Data

por Estépar, Raúl San José, Kubicki, Marek, Shenton, Martha, Westin, Carl-Fredrik
Publicado 2006

Extended Gabor approach applied to classification of emphysematous patterns in computed tomography

por Nava, Rodrigo, Escalante-Ramírez, Boris, Cristóbal, Gabriel, Estépar, Raúl San José
Publicado en Med Biol Eng Comput (2014)

A Feature-based Approach to Big Data Analysis of Medical Images

por Toews, Matthew, Wachinger, Christian, Estepar, Raul San Jose, Wells, William M.
Publicado en Inf Process Med Imaging (2015)

Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort

por Binder, Polina, Batmanghelich, Nematollah K., Estepar, Raul San Jose, Golland, Polina
Publicado en Mach Learn Med Imaging (2016)

On Diffusion Tensor Estimation

por Niethammer, Marc, Estepar, Raul San Jose, Bouix, Sylvain, Shenton, Martha, Westin, Carl-Fredrik
Publicado 2006

Sampling and Visualizing Creases with Scale-Space Particles

por Kindlmann, Gordon L., Estépar, Raúl San José, Smith, Stephen M., Westin, Carl-Fredrik
Publicado 2009

Generative Method to Discover Genetically Driven Image Biomarkers

por Batmanghelich, Nematollah K., Saeedi, Ardavan, Cho, Michael, Estepar, Raul San Jose, Golland, Polina
Publicado en Inf Process Med Imaging (2015)

Automated Agatston Score Computation in non-ECG Gated CT Scans Using Deep Learning

por Cano-Espinosa, Carlos, González, Germán, Washko, George R., Cazorla, Miguel, Estépar, Raúl San José
Publicado en Proc SPIE Int Soc Opt Eng (2018)

LOCALIZING IMAGE-BASED BIOMARKER REGRESSION WITHOUT TRAINING MASKS: A NEW APPROACH TO BIOMARKER DISCOVERY

por Cano-Espinosa, Carlos, González, Germán, Washko, George R., Cazorla, Miguel, Estépar, Raúl San José
Publicado en Proc IEEE Int Symp Biomed Imaging (2019)

Biomarker Localization from Deep Learning Regression Networks

por Cano-Espinosa, Carlos, González, Germán, Washko, George R., Cazorla, Miguel, Estépar, Raúl San José
Publicado en IEEE Trans Med Imaging (2020)

Emphysema Classification Based on Embedded Probabilistic PCA

por Zulueta-Coarasa, Teresa, Kurugol, Sila, Ross, James C., Washko, George G., Estépar, Raúl San José
Publicado 2013