G. Sanromá

发表

Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition

Dinggang Shen, Qian Wang, Guorong Wu, 2015, NeuroImage.

Global and Regional Changes in Cortical Development Assessed by MRI in Fetuses with Isolated Nonsevere Ventriculomegaly Correlate with Neonatal Neurobehavior

N. Bargalló, G. Sanromá, G. Piella, 2019, American Journal of Neuroradiology.

Revealing heterogeneity of brain imaging phenotypes in Alzheimer’s disease based on unsupervised clustering of blood marker profiles

G. Sanromá, G. Piella, Gerard Martí-Juan, 2019, PloS one.

Revealing heterogeneity of brain imaging phenotypes in Alzheimer’s disease based on unsupervised clustering of blood marker profiles

G. Sanromá, G. Piella, Gerard Martí-Juan, 2018, bioRxiv.

Relation Between Sex, Menopause, and White Matter Hyperintensities

G. Sanromá, M. Breteler, T. Stöcker, 2022, Neurology.

Learning and combining image neighborhoods using random forests for neonatal brain disease classification

Ben Glocker, Daniel Rueckert, Miguel Ángel González Ballester, 2017, Medical Image Anal..

Discriminative confidence estimation for probabilistic multi‐atlas label fusion

Oualid M. Benkarim, Miguel Ángel González Ballester, Gemma Piella, 2017, Medical Image Anal..

A unified approach to the recognition of complex actions from sequences of zone-crossings

Klamer Schutte, Gertjan J. Burghouts, Gerard Sanroma, 2014, Image Vis. Comput..

A novel approach to multiple anatomical shape analysis: Application to fetal ventriculomegaly

Gang Li, Islem Rekik, Gemma Piella, 2020, Medical Image Anal..

Learning to Rank Atlases for Multiple-Atlas Segmentation

Yaozong Gao, Guorong Wu, Gerard Sanroma, 2014, IEEE Transactions on Medical Imaging.

Shape Learning with Function-Described Graphs

Francesc Serratosa, Gerard Sanroma, René Alquézar, 2008, ICIAR.

Modelling Intermittently Present Features Using Nonlinear Point Distribution Models

Francesc Serratosa, Gerard Sanroma, F. Serratosa, 2007, PSIVT.

MSClique: Multiple Structure Discovery through the Maximum Weighted Clique Problem

Francesc Moreno-Noguer, Juan Andrade-Cetto, Francesc Serratosa, 2016, PloS one.

Graph matching using position coordinates and local features for image analysis

G. Sanromá, 2012 .

Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?

Xin Yang, Pheng-Ann Heng, Peter M. Full, 2018, IEEE Transactions on Medical Imaging.

Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly

Oualid M. Benkarim, Gemma Piella, Gerard Sanroma, 2018, NeuroImage: Clinical.

A transversal approach for patch-based label fusion via matrix completion

Yaozong Gao, Dinggang Shen, Yanrong Guo, 2015, Medical Image Anal..

Learning-Based Atlas Selection for Multiple-Atlas Segmentation

Yaozong Gao, Dinggang Shen, Guorong Wu, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Building dynamic population graph for accurate correspondence detection

Dinggang Shen, Yanrong Guo, Dong Ni, 2015, Medical Image Anal..

A new graph matching method for point-set correspondence using the EM algorithm and Softassign

Francesc Serratosa, Gerard Sanroma, René Alquézar, 2012, Comput. Vis. Image Underst..

Editorial: Deep Mining Big Social Data

Xiaofeng Zhu, Jilian Zhang, Gerard Sanroma, 2018, World Wide Web.

Learning non‐linear patch embeddings with neural networks for label fusion

Oualid M. Benkarim, Dinggang Shen, Oscar Camara, 2018, Medical Image Anal..

Discriminative Dimensionality Reduction for Patch-Based Label Fusion

Oualid M. Benkarim, Dinggang Shen, Xiaofeng Zhu, 2015, MLMMI@ICML.

Patch spaces and fusion strategies in patch-based label fusion

Oualid M. Benkarim, Miguel Ángel González Ballester, Gemma Piella, 2019, Comput. Medical Imaging Graph..

Multiple-Atlas Segmentation in Medical Imaging

Guorong Wu, Gerard Sanroma, Dinggang Shen, 2016 .

Novel Multi-Atlas Segmentation by Matrix Completion

Dinggang Shen, Yanrong Guo, Kim-Han Thung, 2014, MLMI.

Early Prediction of Alzheimer's Disease with Non-local Patch-Based Longitudinal Descriptors

Oualid M. Benkarim, Pierrick Coupé, Oscar Camara, 2017, Patch-MI@MICCAI.

Building an Ensemble of Complementary Segmentation Methods by Exploiting Probabilistic Estimates

Oualid M. Benkarim, Miguel Ángel González Ballester, Gemma Piella, 2016, MLMI@MICCAI.

Enhanced Probabilistic Label Fusion by Estimating Label Confidences Through Discriminative Learning

Oualid M. Benkarim, Miguel Ángel González Ballester, Gemma Piella, 2016, MICCAI.

Left Atrial Segmentation Combining Multi-atlas Whole Heart Labeling and Shape-Based Atlas Selection

Lei Li, Xiahai Zhuang, Oscar Camara, 2018, STACOM@MICCAI.

A Radiomics Approach to Computer-Aided Diagnosis with Cardiac Cine-MRI pdf

Oscar Camara, Miguel Ángel González Ballester, Gerard Sanroma, 2017, STACOM@MICCAI.

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

Gang Li, Dinggang Shen, Guoyan Zheng, 2019, IEEE Transactions on Medical Imaging.

Learning to combine complementary segmentation methods for fetal and 6-month infant brain MRI segmentation

Oualid M. Benkarim, Miguel Ángel González Ballester, Gemma Piella, 2018, Comput. Medical Imaging Graph..

Toward the automatic quantification of in utero brain development in 3D structural MRI: A review

Oscar Camara, Gemma Piella, Gerard Sanroma, 2017, Human brain mapping.

Fetal cortical surface atlas parcellation based on growth patterns

Dinggang Shen, Caiming Zhang, Gemma Piella, 2019, Human brain mapping.

On the Role of Patch Spaces in Patch-Based Label Fusion

Oualid M. Benkarim, Miguel Ángel González Ballester, Gemma Piella, 2017, Patch-MI@MICCAI.

Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge

Ismail Ben Ayed, Vladimir S Fonov, J. Pluim, 2019, IEEE Transactions on Medical Imaging.

Patch-Based Techniques in Medical Imaging

Pierrick Coupé, Guorong Wu, Wenjia Bai, 2018, Lecture Notes in Computer Science.

Instantaneous threat detection based on a semantic representation of activities, zones and trajectories

Klamer Schutte, Henri Bouma, Jan Baan, 2014, Signal, Image and Video Processing.

Revealing Regional Associations of Cortical Folding Alterations with In Utero Ventricular Dilation Using Joint Spectral Embedding

Oualid M. Benkarim, Dinggang Shen, Islem Rekik, 2018, MICCAI.

Learning to Rank Atlases for Multiple-Atlas Segmentation

Yaozong Gao, Dinggang Shen, Guorong Wu, 2014, IEEE Transactions on Medical Imaging.