Joan Carles Vilanova

Orcid: 0000-0003-2148-6751

According to our database1, Joan Carles Vilanova authored at least 40 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2024
MAM-E: Mammographic Synthetic Image Generation with Diffusion Models.
Sensors, April, 2024

2022
A U-Net Ensemble for breast lesion segmentation in DCE MRI.
Comput. Biol. Medicine, 2022

2019
Quality analysis of DCGAN-generated mammography lesions.
CoRR, 2019

2018
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks.
CoRR, 2018

2017
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach.
NeuroImage, 2017

Automated tissue segmentation of MR brain images in the presence of white matter lesions.
Medical Image Anal., 2017

2016
An SPM12 extension for multiple sclerosis lesion segmentation.
Proceedings of the Medical Imaging 2016: Image Processing, 2016

Normalization of T2W-MRI prostate images using Rician a priori.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

2015
Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review.
Comput. Biol. Medicine, 2015

2014
Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients.
Neuroinformatics, 2014

MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI.
Comput. Methods Programs Biomed., 2014

Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding.
Comput. Methods Programs Biomed., 2014

2013
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images.
Medical Image Anal., 2013

2012
A spline-based non-linear diffeomorphism for multimodal prostate registration.
Medical Image Anal., 2012

Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches.
Inf. Sci., 2012

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images.
Comput. Methods Programs Biomed., 2012

Prostate multimodality image registration based on B-splines and quadrature local energy.
Int. J. Comput. Assist. Radiol. Surg., 2012

Statistical shape and texture model of quadrature phase information for prostate segmentation.
Int. J. Comput. Assist. Radiol. Surg., 2012

A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI.
Proceedings of the Medical Imaging 2012: Image Processing, 2012

Spectral clustering to model deformations for fast multimodal prostate registration.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Spectral clustering of shape and probability prior models for automatic prostate segmentation.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2012

2011
Revisiting Intensity-Based Image Registration Applied to Mammography.
IEEE Trans. Inf. Technol. Biomed., 2011

Prostate segmentation with local binary patterns guided active appearance models.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration.
Proceedings of the Medical Imaging 2011: Visualization, 2011

Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation.
Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation.
Proceedings of the 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2011

2010
A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Prostate Segmentation with Texture Enhanced Active Appearance Model.
Proceedings of the Sixth International Conference on Signal-Image Technology and Internet-Based Systems, 2010

Texture Guided Active Appearance Model Propagation for Prostate Segmentation.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010

Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

2007
Optimally Discriminant Moments for Speckle Detection in Real B-Scan Images.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007


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