Joan Carles Vilanova

45 papers B 11Misc 3Journal 21Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A rule-based method to automatically locate lumbar vertebral bodies on MRI images. Comput. Biol. Medicine Pau Xiberta, Màrius Vila, Marc Ruiz, Adrià Julià i Juanola, Josep Puig, Joan Carles Vilanova, Imma Boada
2025	—	`conf`	Can We Teach AI to Understand Breast Tumour Behaviour? Our MAMA-MIA Challenge Journey. Deep-Breath@MICCAI Hadeel Awwad, Joan Carles Vilanova, Robert Martí
2025	J	`jnl`	Corrigendum to "A rule-based method to automatically locate lumbar vertebral bodies on MRI images" [Comput. Biol. Med. 192 (2025) 110032]. Comput. Biol. Medicine Pau Xiberta, Màrius Vila, Marc Ruiz, Adrià Julià i Juanola, Josep Puig, Joan Carles Vilanova, Imma Boada
2024	J	`jnl`	MAM-E: Mammographic Synthetic Image Generation with Diffusion Models. Sensors Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí
2023	J	`jnl`	MAM-E: Mammographic synthetic image generation with diffusion models. CoRR Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí
2022	J	`jnl`	A U-Net Ensemble for breast lesion segmentation in DCE MRI. Comput. Biol. Medicine Roa'a Khaled, Joel Vidal, Joan Carles Vilanova, Robert Martí
2019	J	`jnl`	Quality analysis of DCGAN-generated mammography lesions. CoRR Basel Alyafi, Oliver Díaz, Joan Carles Vilanova, Javier del Riego, Robert Marti
2018	J	`jnl`	One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks. CoRR Sergi Valverde, Mostafa Salem, Mariano Cabezas, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Joaquim Salvi, Arnau Oliver, Xavier Lladó
2017	J	`jnl`	Automated tissue segmentation of MR brain images in the presence of white matter lesions. Medical Image Anal. Sergi Valverde, Arnau Oliver, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2017	J	`jnl`	Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. CoRR Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
2017	J	`jnl`	Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach. NeuroImage Sergi Valverde, Mariano Cabezas, Eloy Roura, Sandra González-Villà, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Arnau Oliver, Xavier Lladó
2016	B	`conf`	An SPM12 extension for multiple sclerosis lesion segmentation. Image Processing Eloy Roura, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Deborah Pareto, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2016	—	`conf`	Normalization of T2W-MRI prostate images using Rician a priori. Computer-Aided Diagnosis Guillaume Lemaître, Mojdeh Rastgoo, Joan Massich, Joan Carles Vilanova, Paul Michael Walker, Jordi Freixenet, Anke Meyer-Baese, Fabrice Mériaudeau, Robert Martí
2015	J	`jnl`	Computer-Aided Detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: A review. Comput. Biol. Medicine Guillaume Lemaitre, Robert Marti, Jordi Freixenet, Joan Carles Vilanova, Paul Michael Walker, Fabrice Mériaudeau
2014	J	`jnl`	Automatic multiple sclerosis lesion detection in brain MRI by FLAIR thresholding. Comput. Methods Programs Biomed. Mariano Cabezas, Arnau Oliver, Eloy Roura, Jordi Freixenet, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2014	J	`jnl`	Intensity Based Methods for Brain MRI Longitudinal Registration. A Study on Multiple Sclerosis Patients. Neuroinformatics Yago Diez, Arnau Oliver, Mariano Cabezas, Sergi Valverde, Robert Marti, Joan Carles Vilanova, Lluís Ramió-Torrentà, Alex Rovira, Xavier Lladó
2014	J	`jnl`	MARGA: Multispectral Adaptive Region Growing Algorithm for brain extraction on axial MRI. Comput. Methods Programs Biomed. Eloy Roura, Arnau Oliver, Mariano Cabezas, Joan Carles Vilanova, Alex Rovira, Lluís Ramió-Torrentà, Xavier Lladó
2013	J	`jnl`	A supervised learning framework of statistical shape and probability priors for automatic prostate segmentation in ultrasound images. Medical Image Anal. Soumya Ghose, Arnau Oliver, Jhimli Mitra, Robert Marti, Xavier Lladó, Jordi Freixenet, Desire Sidibé, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2012	B	`conf`	A Mumford-Shah functional based variational model with contour, shape, and probability prior information for prostate segmentation. ICPR Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
2012	B	`conf`	A Supervised Learning Framework for Automatic Prostate Segmentation in Trans Rectal Ultrasound Images. ACIVS Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
2012	B	`conf`	A coupled schema of probabilistic atlas and statistical shape and appearance model for 3D prostate segmentation in MR images. ICIP Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Desire Sidibé, Fabrice Mériaudeau
2012	B	`conf`	A hybrid framework of multiple active appearance models and global registration for 3D prostate segmentation in MRI. Image Processing Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Fabrice Mériaudeau
2012	B	`conf`	A shape-based statistical method to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. Image Processing Jhimli Mitra, Abhilash Srikantha, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2012	J	`jnl`	A spline-based non-linear diffeomorphism for multimodal prostate registration. Medical Image Anal. Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Desire Sidibé, Soumya Ghose, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2012	J	`jnl`	A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput. Methods Programs Biomed. Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Jordi Freixenet, Jhimli Mitra, Désiré Sidibé, Fabrice Mériaudeau
2012	B	`conf`	Graph cut energy minimization in a probabilistic learning framework for 3D prostate segmentation in MRI. ICPR Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Desire Sidibé, Fabrice Mériaudeau
2012	—	`conf`	Joint probability of shape and image similarities to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. EMBC Jhimli Mitra, Soumya Ghose, Désiré Sidibé, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2012	J	`jnl`	Prostate multimodality image registration based on B-splines and quadrature local energy. Int. J. Comput. Assist. Radiol. Surg. Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau
2012	J	`jnl`	Segmentation of multiple sclerosis lesions in brain MRI: A review of automated approaches. Inf. Sci. Xavier Lladó, Arnau Oliver, Mariano Cabezas, Jordi Freixenet, Joan Carles Vilanova, Ana Quiles, Laia Valls, Lluís Ramió-Torrentà, Alex Rovira
2012	—	`conf`	Spectral clustering of shape and probability prior models for automatic prostate segmentation. EMBC Soumya Ghose, Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Josep Comet, Désiré Sidibé, Fabrice Mériaudeau
2012	B	`conf`	Spectral clustering to model deformations for fast multimodal prostate registration. ICPR Jhimli Mitra, Zoltan Kato, Soumya Ghose, Desire Sidibé, Robert Marti, Xavier Lladó, Arnau Oliver, Joan Carles Vilanova, Fabrice Mériaudeau
2012	J	`jnl`	Statistical shape and texture model of quadrature phase information for prostate segmentation. Int. J. Comput. Assist. Radiol. Surg. Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet-Batlle, Fabrice Mériaudeau
2012	B	`conf`	Weighted likelihood function of multiple statistical parameters to retrieve 2D TRUS-MR slice correspondence for prostate biopsy. ICIP Jhimli Mitra, Soumya Ghose, Desire Sidibé, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2011	Misc	`conf`	A Non-Linear Diffeomorphic Framework for Prostate Multimodal Registration. DICTA Jhimli Mitra, Zoltan Kato, Robert Marti, Arnau Oliver, Xavier Lladó, Soumya Ghose, Joan Carles Vilanova, Fabrice Mériaudeau
2011	—	`conf`	A comparison of thin-plate splines with automatic correspondences and B-splines with uniform grids for multimodal prostate registration. Image-Guided Procedures Jhimli Mitra, Robert Marti, Arnau Oliver, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
2011	B	`conf`	A probabilistic framework for automatic prostate segmentation with a statistical model of shape and appearance. ICIP Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2011	—	`conf`	Multiple Mean Models of Statistical Shape and Probability Priors for Automatic Prostate Segmentation. Prostate Cancer Imaging Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2011	B	`conf`	Prostate segmentation with local binary patterns guided active appearance models. Image Processing Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2011	J	`jnl`	Revisiting Intensity-Based Image Registration Applied to Mammography. IEEE Trans. Inf. Technol. Biomed. Yago Diez, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí, Joan Carles Vilanova, Robert Marti
2011	Misc	`conf`	Statistical Shape and Probability Prior Model for Automatic Prostate Segmentation. DICTA Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Jhimli Mitra, Joan Carles Vilanova, Josep Comet, Fabrice Mériaudeau
2010	—	`conf`	A Thin-Plate Spline Based Multimodal Prostate Registration with Optimal Correspondences. SITIS Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
2010	Misc	`conf`	Multimodal Prostate Registration Using Thin-Plate Splines from Automatic Correspondences. DICTA Jhimli Mitra, Arnau Oliver, Robert Marti, Xavier Lladó, Joan Carles Vilanova, Fabrice Mériaudeau
2010	—	`conf`	Prostate Segmentation with Texture Enhanced Active Appearance Model. SITIS Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2010	—	`conf`	Texture Guided Active Appearance Model Propagation for Prostate Segmentation. Prostate Cancer Imaging Soumya Ghose, Arnau Oliver, Robert Marti, Xavier Lladó, Jordi Freixenet, Joan Carles Vilanova, Fabrice Mériaudeau
2007	—	`conf`	Optimally Discriminant Moments for Speckle Detection in Real B-Scan Images. IbPRIA (2) Robert Marti, Joan Martí, Jordi Freixenet, Joan Carles Vilanova, Joaquim Barceló