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1

A survey on machine and statistical learning for longitudinal analysis of neuroimaging data in Alzheimer’s Disease

Martí-Juan, Gerard, Sanroma-Guell, Gerard, Piella, Gemma

Journal:

Computer Methods and Programs in Biomedicine

Year:

2020

Language:

english

File:

PDF, 1.69 MB

english, 2020

2

[IEEE 2008 19th International Conference on Pattern Recognition (ICPR) - Tampa, FL, USA (2008.12.8-2008.12.11)] 2008 19th International Conference on Pattern Recognition - Improving the matching of graphs generated from shapes by the use of procrustes distances into a clique-based MAP formulation

Sanroma, Gerard, Serratosa, Francesc, Alquezar, Rene

Year:

2008

Language:

english

File:

PDF, 196 KB

english, 2008

3

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || LesionBrain: An Online Tool for White Matter Lesion Segmentation

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 457 KB

english, 2018

4

Editorial: Deep Mining Big Social Data

Zhu, Xiaofeng, Sanroma, Gerard, Zhang, Jilian, Munsell, Brent C.

Journal:

Year:

2018

Language:

english

File:

PDF, 324 KB

english, 2018

5

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || MRI Denoising Using Deep Learning

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 864 KB

english, 2018

6

Building dynamic population graph for accurate correspondence detection

Du, Shaoyi, Guo, Yanrong, Sanroma, Gerard, Ni, Dong, Wu, Guorong, Shen, Dinggang

Journal:

Medical Image Analysis

Year:

2015

Language:

english

File:

PDF, 3.03 MB

english, 2015

7

MSClique: Multiple Structure Discovery through the Maximum Weighted Clique Problem

Sanroma, Gerard, Penate-Sanchez, Adrian, Alquézar, René, Serratosa, Francesc, Moreno-Noguer, Francesc, Andrade-Cetto, Juan, González Ballester, Miguel Ángel, Yap, Pew-Thian

Journal:

Year:

2016

Language:

english

File:

PDF, 15.93 MB

english, 2016

8

NIH Public Access

Sanroma, Gerard

Year:

2014

Language:

english

File:

PDF, 5.72 MB

english, 2014

9

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

Bernard, Olivier, Lalande, Alain, Zotti, Clement, Cervenansky, Frederick, Yang, Xin, Heng, Pheng-Ann, Cetin, Irem, Lekadir, Karim, Camara, Oscar, Ballester, Miguel Angel Gonzalez, Sanroma, Gerard, Nap

Journal:

IEEE Transactions on Medical Imaging

Year:

2018

Language:

english

File:

PDF, 444 KB

english, 2018

10

Learning to Rank Atlases for Multiple-Atlas Segmentation

Sanroma, Gerard, Wu, Guorong, Gao, Yaozong, Shen, Dinggang

Journal:

IEEE Transactions on Medical Imaging

Year:

2014

Language:

english

File:

PDF, 2.84 MB

english, 2014

11

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 10530 || Adaptive Fusion of Texture-Based Grading: Application to Alzheimer’s Disease Detection

Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Bai, Wenjia, Sanroma, Gerard, Coupé, Pierrick

Year:

2017

Language:

english

File:

PDF, 585 KB

english, 2017

12

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

Benkarim, Oualid M., Piella, Gemma, Rekik, Islem, Hahner, Nadine, Eixarch, Elisenda, Shen, Dinggang, Li, Gang, GonzÃ¡lez Ballester, Miguel Angel, Sanroma, Gerard

Journal:

Medical Image Analysis

Year:

2020

File:

PDF, 4.02 MB

2020

13

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 10530 || Hippocampus Subfield Segmentation Using a Patch-Based Boosted Ensemble of Autocontext Neural Networks

Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Bai, Wenjia, Sanroma, Gerard, Coupé, Pierrick

Year:

2017

Language:

english

File:

PDF, 676 KB

english, 2017

14

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 10530 || On the Role of Patch Spaces in Patch-Based Label Fusion

Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Bai, Wenjia, Sanroma, Gerard, Coupé, Pierrick

Year:

2017

Language:

english

File:

PDF, 928 KB

english, 2017

15

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 10530 || Early Prediction of Alzheimer’s Disease with Non-local Patch-Based Longitudinal Descriptors

Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Bai, Wenjia, Sanroma, Gerard, Coupé, Pierrick

Year:

2017

Language:

english

File:

PDF, 497 KB

english, 2017

16

Cortical folding alterations in fetuses with isolated non-severe ventriculomegaly

Benkarim, Oualid M., Hahner, Nadine, Piella, Gemma, Gratacos, Eduard, González Ballester, Miguel Angel, Eixarch, Elisenda, Sanroma, Gerard

Journal:

NeuroImage: Clinical

Year:

2018

Language:

english

File:

PDF, 1.15 MB

english, 2018

17

A FAST APPROXIMATION OF THE EARTH-MOVERS DISTANCE BETWEEN MULTIDIMENSIONAL HISTOGRAMS

SERRATOSA, FRANCESC, SANROMÀ, GERARD

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2008

Language:

english

File:

PDF, 497 KB

english, 2008

18

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

Sanromà, Gerard, Patino, Luis, Burghouts, Gertjan, Schutte, Klamer, Ferryman, James

Journal:

Image and Vision Computing

Year:

2014

Language:

english

File:

PDF, 2.48 MB

english, 2014

19

Correction to “Learning to Rank Atlases for Multiple-Atlas Segmentation” [Oct 14 1939-1953]

Sanroma, Gerard, Wu, Guorong, Gao, Yaozong, Shen, Dinggang

Journal:

IEEE Transactions on Medical Imaging

Year:

2014

Language:

english

File:

PDF, 92 KB

english, 2014

20

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

Sanroma, Gerard, Benkarim, Oualid M., Piella, Gemma, Camara, Oscar, Wu, Guorong, Shen, Dinggang, Gispert, Juan D., Molinuevo, José Luis, González Ballester, Miguel A.

Journal:

Medical Image Analysis

Year:

2018

Language:

english

File:

PDF, 2.61 MB

english, 2018

21

[IEEE 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Washington, DC, USA (2018.4.4-2018.4.7)] 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) - Fetal cortical parcellation based on growth patterns

Xia, Jing, Zhang, Caiming, Wang, Fan, Benkarim, Oualid M., Sanroma, Gerard, Piella, Gemma, Balleste, Miguel A. Gonzalez, Hahner, Nadine, Eixarch, Elisenda, Shen, Dinggang, Li, Gang

Year:

2018

Language:

english

File:

PDF, 1.18 MB

english, 2018

22

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 3.34 MB

english, 2018

23

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

Sanroma, Gerard, Wu, Guorong, Gao, Yaozong, Thung, Kim-Han, Guo, Yanrong, Shen, Dinggang

Journal:

Medical Image Analysis

Year:

2015

Language:

english

File:

PDF, 2.74 MB

english, 2015

24

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || A Monte Carlo Framework for Denoising and Missing Wedge Reconstruction in Cryo-electron Tomography

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 2.32 MB

english, 2018

25

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

Zimmer, Veronika A., Glocker, Ben, Hahner, Nadine, Eixarch, Elisenda, Sanroma, Gerard, Gratacós, Eduard, Rueckert, Daniel, González Ballester, Miguel Ángel, Piella, Gemma

Journal:

Medical Image Analysis

Year:

2017

Language:

english

File:

PDF, 5.60 MB

english, 2017

26

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

Gerard Sanromà, René Alquézar, Francesc Serratosa

Journal:

Computer Vision and Image Understanding

Year:

2012

Language:

english

File:

PDF, 1.62 MB

english, 2012

27

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || Iterative Deep Retinal Topology Extraction

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 3.35 MB

english, 2018

28

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - A Discrete Labelling Approach to Attributed Graph Matching Using SIFT Features

Sanroma, Gerard, Alquezar, Rene, Serratosa, Francesc

Year:

2010

Language:

english

File:

PDF, 438 KB

english, 2010

29

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || A Fast Automatic Juxta-pleural Lung Nodule Detection Framework Using Convolutional Neural Networks and Vote Algorithm

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 1.25 MB

english, 2018

30

Smooth point-set registration using neighboring constraints

Gerard Sanromà, René Alquézar, Francesc Serratosa, Blas Herrera

Journal:

Pattern Recognition Letters

Year:

2012

Language:

english

File:

PDF, 820 KB

english, 2012

31

Discriminative Confidence Estimation for Probabilistic Multi-atlas Label Fusion

Benkarim, Oualid M., Piella, Gemma, González Ballester, Miguel Angel, Sanroma, Gerard, Initiative, for the Alzheimer’s Disease Neuroimaging

Journal:

Medical Image Analysis

Year:

2017

Language:

english

File:

PDF, 3.91 MB

english, 2017

32

Patch spaces and fusion strategies in patch-based label fusion

Benkarim, Oualid M., Piella, Gemma, Hahner, Nadine, Eixarch, Elisenda, González Ballester, Miguel Angel, Sanroma, Gerard

Journal:

Computerized Medical Imaging and Graphics

Year:

2019

Language:

english

File:

PDF, 1.75 MB

english, 2019

33

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

Sanroma, Gerard, Benkarim, Oualid M., Piella, Gemma, Lekadir, Karim, Hahner, Nadine, Eixarch, Elisenda, González Ballester, Miguel A.

Journal:

Computerized Medical Imaging and Graphics

Year:

2018

Language:

english

File:

PDF, 2.36 MB

english, 2018

34

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

Wu, Guorong, Kim, Minjeong, Sanroma, Gerard, Wang, Qian, Munsell, Brent C., Shen, Dinggang

Journal:

Year:

2015

Language:

english

File:

PDF, 3.48 MB

english, 2015

35

[IEEE 2014 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Columbus, OH, USA (2014.6.23-2014.6.28)] 2014 IEEE Conference on Computer Vision and Pattern Recognition - Learning-Based Atlas Selection for Multiple-Atlas Segmentation

Sanroma, Gerard, Wu, Guorong, Gao, Yaozong, Shen, Dinggang

Year:

2014

Language:

english

File:

PDF, 775 KB

english, 2014

36

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || MRI Denoising and Artefact Removal Using Self-Organizing Maps for Fast Global Block-Matching

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 966 KB

english, 2018

37

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || Learning Real Noise for Ultra-Low Dose Lung CT Denoising

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 1.41 MB

english, 2018

38

Fetal cortical surface atlas parcellation based on growth patterns

Xia, Jing, Wang, Fan, Benkarim, Oualid M., Sanroma, Gerard, Piella, Gemma, González Ballester, Miguel A., Hahner, Nadine, Eixarch, Elisenda, Zhang, Caiming, Shen, Dinggang, Li, Gang

Journal:

Human Brain Mapping

Year:

2019

Language:

english

File:

PDF, 15.17 MB

english, 2019

39

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 10530 || Breast Tumor Detection in Ultrasound Images Using Deep Learning

Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Bai, Wenjia, Sanroma, Gerard, Coupé, Pierrick

Year:

2017

Language:

english

File:

PDF, 1.35 MB

english, 2017

40

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 10530 || Whole Brain Parcellation with Pathology: Validation on Ventriculomegaly Patients

Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Bai, Wenjia, Sanroma, Gerard, Coupé, Pierrick

Year:

2017

Language:

english

File:

PDF, 899 KB

english, 2017

41

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

Martí-Juan, Gerard, Sanroma, Gerard, Piella, Gemma, Vellido, Alfredo

Journal:

Year:

2019

File:

PDF, 5.85 MB

2019

42

Fetal cortical surface atlas parcellation based on growth patterns

Xia, Jing, Wang, Fan, Benkarim, Oualid M., Sanroma, Gerard, Piella, Gemma, González Ballester, Miguel A., Hahner, Nadine, Eixarch, Elisenda, Zhang, Caiming, Shen, Dinggang, Li, Gang

Journal:

Human Brain Mapping

Year:

2019

File:

PDF, 15.17 MB

2019

43

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

Benkarim, Oualid M., Sanroma, Gerard, Zimmer, Veronika A., Muñoz-Moreno, Emma, Hahner, Nadine, Eixarch, Elisenda, Camara, Oscar, González Ballester, Miguel Angel, Piella, Gemma

Journal:

Human Brain Mapping

Year:

2017

Language:

english

File:

PDF, 411 KB

english, 2017

44

[Lecture Notes in Computer Science] Patch-Based Techniques in Medical Imaging Volume 11075 (4th International Workshop, Patch-MI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings) || Liver Tissue Classification Using an Auto-context-based Deep Neural Network with a Multi-phase Training Framework

Bai, Wenjia, Sanroma, Gerard, Wu, Guorong, Munsell, Brent C., Zhan, Yiqiang, Coupé, Pierrick

Year:

2018

Language:

english

File:

PDF, 1.71 MB

english, 2018

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