Joan Carles Vilanova

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 10

Top Topics

Segmentation Of Mr Brain Images

Magnetic Resonance Images

Lesion Segmentation

Top Venues

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Medical Image Anal.

Publications

Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí
MAM-E: Mammographic Synthetic Image Generation with Diffusion Models. Sensors 24 (7) (2024)
Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí
MAM-E: Mammographic synthetic image generation with diffusion models. CoRR (2023)
Roa'a Khaled, Joel Vidal, Joan Carles Vilanova, Robert Martí
A U-Net Ensemble for breast lesion segmentation in DCE MRI. Comput. Biol. Medicine 140 (2022)
Basel Alyafi, Oliver Díaz, Joan Carles Vilanova, Javier del Riego, Robert Marti
Quality analysis of DCGAN-generated mammography lesions. CoRR (2019)
Sergi Valverde, Mostafa Salem, Mariano Cabezas, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó
One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks. CoRR (2018)
Sergi Valverde, Arnau Oliver, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
Automated tissue segmentation of MR brain images in the presence of white matter lesions. Medical Image Anal. 35 (2017)
Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. CoRR (2017)
Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. NeuroImage 155 (2017)
Guillaume Lemaître, Mojdeh Rastgoo, Joan Massich, Joan Carles Vilanova, Paul Michael Walker, Jordi Freixenet, Anke Meyer-Baese, Fabrice Mériaudeau, Robert Martí
Normalization of T2W-MRI prostate images using Rician a priori. Medical Imaging: Computer-Aided Diagnosis (2016)
Eloy Roura, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
An SPM12 extension for multiple sclerosis lesion segmentation. Medical Imaging: Image Processing (2016)
Guillaume Lemaitre, Robert Marti, Jordi Freixenet, Joan Carles Vilanova, Paul Michael Walker, Fabrice Mériaudeau
Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review. Comput. Biol. Medicine 60 (2015)
Yago Diez, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Robert Marti, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients. Neuroinformatics 12 (3) (2014)
Mariano Cabezas, Arnau Oliver, Eloy Roura, Jordi Freixenet, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding. Comput. Methods Programs Biomed. 115 (3) (2014)
Eloy Roura, Arnau Oliver, Mariano Cabezas, Joan Carles Vilanova, Alex Rovira, Lluís Ramió-Torrentà, Xavier Lladó
MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI. Comput. Methods Programs Biomed. 113 (2) (2014)
Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Marti, Xavier Lladó, Jordi Freixenet, Desire Sidibé, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. Medical Image Anal. 17 (6) (2013)
Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. ACIVS (2012)
Xavier Lladó, Arnau Oliver, Mariano Cabezas, Jordi Freixenet, Joan Carles Vilanova, Ana Quiles, Laia Valls, Lluís Ramió-Torrentà, Alex Rovira
Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches. Inf. Sci. 186 (1) (2012)
Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau
Prostate multimodality image registration based on B-splines and quadrature local energy. Int. J. Comput. Assist. Radiol. Surg. 7 (3) (2012)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Fabrice Mériaudeau
A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. Medical Imaging: Image Processing (2012)
Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Désiré Sidibé, Fabrice Mériaudeau
Spectral clustering of shape and probability prior models for automatic prostate segmentation. EMBC (2012)
Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Desire Sidibé, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
A spline-based non-linear diffeomorphism for multimodal prostate registration. Medical Image Anal. 16 (6) (2012)
Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. ICPR (2012)
Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. ICPR (2012)
Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau
Spectral clustering to model deformations for fast multimodal prostate registration. ICPR (2012)
Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. ICIP (2012)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet-Batlle, Fabrice Mériaudeau
Statistical shape and texture model of quadrature phase information for prostate segmentation. Int. J. Comput. Assist. Radiol. Surg. 7 (1) (2012)
Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Desire Sidibé, Fabrice Mériaudeau
A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. ICIP (2012)
Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. EMBC (2012)
Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. Medical Imaging: Image Processing (2012)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Jordi Freixenet, Jhimli Mitra, Désiré Sidibé, Fabrice Mériaudeau
A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput. Methods Programs Biomed. 108 (1) (2012)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. Prostate Cancer Imaging (2011)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. ICIP (2011)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. DICTA (2011)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
Prostate segmentation with local binary patterns guided active appearance models. Medical Imaging: Image Processing (2011)
Yago Diez, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí, Joan Carles Vilanova, Robert Marti
Revisiting Intensity-Based Image Registration Applied to Mammography. IEEE Trans. Inf. Technol. Biomed. 15 (5) (2011)
Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration. Medical Imaging: Image-Guided Procedures (2011)
Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau
A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. DICTA (2011)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
Texture Guided Active Appearance Model Propagation for Prostate Segmentation. Prostate Cancer Imaging (2010)
Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences. DICTA (2010)
Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences. SITIS (2010)
Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
Prostate Segmentation with Texture Enhanced Active Appearance Model. SITIS (2010)
Robert Marti, Joan Martí, Jordi Freixenet, Joan Carles Vilanova, Joaquim Barceló
Optimally Discriminant Moments for Speckle Detection in Real B-Scan Images. IbPRIA (2) (2007)