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ORCIDArnau Oliver
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- affiliation: University of Girona, Spain
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2020 – today
- 2024
[j38]Albert Clèrigues
, Sergi Valverde, Arnau Oliver, Xavier Lladó:
Improving brain atrophy quantification with deep learning from automated labels using tissue similarity priors. Comput. Biol. Medicine 179: 108811 (2024)- [j37]Cansu Yalcin, Valeriia Abramova, Mikel Terceño, Arnau Oliver, Yolanda Silva, Xavier Lladó:
Hematoma expansion prediction in intracerebral hemorrhage patients by using synthesized CT images in an end-to-end deep learning framework. Comput. Medical Imaging Graph. 117: 102430 (2024) - [i11]Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler:
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. CoRR abs/2403.19425 (2024) - 2023
- [j36]Albert Clèrigues, Sergi Valverde, Joaquim Salvi, Arnau Oliver, Xavier Lladó:
Minimizing the effect of white matter lesions on deep learning based tissue segmentation for brain volumetry. Comput. Medical Imaging Graph. 103: 102157 (2023) - [j35]Muhammad Habib Mahmood, Yago Diez, Arnau Oliver, Joaquim Salvi, Xavier Lladó:
Motion-region annotation for complex videos via label propagation across occluders. Mach. Vis. Appl. 34(1): 2 (2023) - 2021
- [j34]Valeriia Abramova, Albert Clérigues, Ana Quiles, Deysi Garcia Figueredo, Yolanda Silva, Salvador Pedraza, Arnau Oliver, Xavier Lladó:
Hemorrhagic stroke lesion segmentation using a 3D U-Net with squeeze-and-excitation blocks. Comput. Medical Imaging Graph. 90: 101908 (2021) - [j33]José Bernal, Sergi Valverde, Kaisar Kushibar, Mariano Cabezas, Arnau Oliver, Xavier Lladó:
Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors. Neuroinformatics 19(3): 477-492 (2021) - [i10]Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel:
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR abs/2112.10074 (2021) - 2020
- [j32]Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó:
Acute and sub-acute stroke lesion segmentation from multimodal MRI. Comput. Methods Programs Biomed. 194: 105521 (2020) - [c60]Sergio Tascon-Morales, Stefan Hoffmann, Martin Treiber, Daniel Mensing, Arnau Oliver, Matthias Günther, Johannes Gregori:
Multiple Sclerosis Lesion Segmentation Using Longitudinal Normalization and Convolutional Recurrent Neural Networks. MLCN/RNO-AI@MICCAI 2020: 148-158
2010 – 2019
- 2019
- [j31]Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Alex Rovira, Xavier Lladó:
Multiple Sclerosis Lesion Synthesis in MRI Using an Encoder-Decoder U-NET. IEEE Access 7: 25171-25184 (2019) - [j30]José Bernal, Kaisar Kushibar, Mariano Cabezas, Sergi Valverde, Arnau Oliver, Xavier Lladó:
Quantitative Analysis of Patch-Based Fully Convolutional Neural Networks for Tissue Segmentation on Brain Magnetic Resonance Imaging. IEEE Access 7: 89986-90002 (2019) - [j29]José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Martí, Xavier Lladó:
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. Artif. Intell. Medicine 95: 64-81 (2019) - [j28]Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó:
Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks. Comput. Biol. Medicine 115 (2019) - [j27]Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Martí, Joan Martí, Arnau Oliver:
Breast MRI and X-ray mammography registration using gradient values. Medical Image Anal. 54: 76-87 (2019) - [i9]Mostafa Salem, Sergi Valverde, Mariano Cabezas, Deborah Pareto, Arnau Oliver, Joaquim Salvi, Alex Rovira, Xavier Lladó:
Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder U-NET. CoRR abs/1901.05733 (2019) - 2018
- [j26]Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó:
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. Medical Image Anal. 48: 177-186 (2018) - [j25]Eloy García, Yago Diez, Oliver Díaz, Xavier Lladó, Albert Gubern-Mérida, Robert Marti, Joan Martí, Arnau Oliver:
Multimodal Breast Parenchymal Patterns Correlation Using a Patient-Specific Biomechanical Model. IEEE Trans. Medical Imaging 37(3): 712-723 (2018) - [c59]Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Joan Martí, Robert Martí:
Changes in breast density over time using automatic density measures: preliminary analysis. IWBI 2018: 107181I - [c58]Sandra González-Villà, Yuankai Huo, Arnau Oliver, Xavier Lladó, Bennett A. Landman:
Multi-atlas Parcellation in the Presence of Lesions: Application to Multiple Sclerosis. Patch-MI@MICCAI 2018: 104-113 - [c57]Nashid Alam, Arnau Oliver, Erika R. E. Denton, Reyer Zwiggelaar:
Automatic Segmentation of Microcalcification Clusters. MIUA 2018: 251-261 - [i8]José Bernal, Kaisar Kushibar, Mariano Cabezas, Sergi Valverde, Arnau Oliver, Xavier Lladó:
Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imaging. CoRR abs/1801.06457 (2018) - [i7]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 abs/1805.12415 (2018) - [i6]Mariano Cabezas, Sergi Valverde, Sandra González-Villà, Albert Clérigues, Mostafa Salem, Kaisar Kushibar, José Bernal, Arnau Oliver, Xavier Lladó:
Survival prediction using ensemble tumor segmentation and transfer learning. CoRR abs/1810.04274 (2018) - [i5]Albert Clérigues, Sergi Valverde, José Bernal, Jordi Freixenet, Arnau Oliver, Xavier Lladó:
SUNet: a deep learning architecture for acute stroke lesion segmentation and outcome prediction in multimodal MRI. CoRR abs/1810.13304 (2018) - 2017
- [j24]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: 446-457 (2017) - [j23]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: 159-168 (2017) - [c56]Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Xavier Lladó, Robert Marti, Joan Martí:
Similarity Metrics for Intensity-Based Registration Using Breast Density Maps. IbPRIA 2017: 217-225 - [c55]Eloy García, Arnau Oliver, Oliver Díaz, Yago Diez, Albert Gubern-Mérida, Robert Marti, Joan Martí:
Mapping 3D breast lesions from full-field digital mammograms using subject-specific finite element models. Medical Imaging: Image-Guided Procedures 2017: 1013504 - [i4]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 abs/1702.04869 (2017) - [i3]Christian Mata, Alain Lalande, Paul Michael Walker, Arnau Oliver, Joan Martí:
Semi-automated labelling of medical images: benefits of a collaborative work in the evaluation of prostate cancer in MRI. CoRR abs/1708.08698 (2017) - [i2]Kaisar Kushibar, Sergi Valverde, Sandra González-Villà, José Bernal, Mariano Cabezas, Arnau Oliver, Xavier Lladó:
Automated sub-cortical brain structure segmentation combining spatial and deep convolutional features. CoRR abs/1709.09075 (2017) - [i1]José Bernal, Kaisar Kushibar, Daniel S. Asfaw, Sergi Valverde, Arnau Oliver, Robert Marti, Xavier Lladó:
Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review. CoRR abs/1712.03747 (2017) - 2016
- [j22]Sandra González-Villà, Arnau Oliver, Sergi Valverde, Liping Wang, Reyer Zwiggelaar, Xavier Lladó:
A review on brain structures segmentation in magnetic resonance imaging. Artif. Intell. Medicine 73: 45-69 (2016) - [j21]Eloy Roura, Nicolae Sarbu, Arnau Oliver, Sergi Valverde, Sandra González-Villà, Ricard Cervera, Núria Bargalló, Xavier Lladó:
Automated Detection of Lupus White Matter Lesions in MRI. Frontiers Neuroinformatics 10: 33 (2016) - [c54]Oliver Díaz, Arnau Oliver, Sergi Ganau, Eloy García, Joan Martí, Melcior Sentís, Robert Marti:
Feasibility of Depth Sensors to Study Breast Deformation During Mammography Procedures. Digital Mammography / IWDM 2016: 446-453 - [c53]Eloy García, Arnau Oliver, Yago Diez, Oliver Díaz, Albert Gubern-Mérida, Xavier Lladó, Joan Martí:
Comparison of Four Breast Tissue Segmentation Algorithms for Multi-modal MRI to X-ray Mammography Registration. Digital Mammography / IWDM 2016: 493-500 - [c52]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: 97842N - 2015
- [j20]Arnau Oliver, Meritxell Tortajada, Xavier Lladó, Jordi Freixenet, Sergi Ganau, Lidia Tortajada, Mariona Vilagran, Melcior Sentís, Robert Marti:
Breast Density Analysis Using an Automatic Density Segmentation Algorithm. J. Digit. Imaging 28(5): 604-612 (2015) - [j19]Zhili Chen, Harry Strange, Arnau Oliver, Erika R. E. Denton, Caroline R. M. Boggis, Reyer Zwiggelaar:
Topological Modeling and Classification of Mammographic Microcalcification Clusters. IEEE Trans. Biomed. Eng. 62(4): 1203-1214 (2015) - 2014
- [j18]Meritxell Tortajada, Arnau Oliver, Robert Marti, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Jordi Freixenet, Reyer Zwiggelaar:
Breast peripheral area correction in digital mammograms. Comput. Biol. Medicine 50: 32-40 (2014) - [j17]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): 655-673 (2014) - [j16]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): 147-161 (2014) - [j15]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): 365-379 (2014) - [c51]Arnau Oliver, Xavier Lladó, Albert Torrent, Joan Martí:
One-shot segmentation of breast, pectoral muscle, and background in digitised mammograms. ICIP 2014: 912-916 - [c50]Robert Marti, Yago Diez, Arnau Oliver, Meritxell Tortajada, Reyer Zwiggelaar, Xavier Lladó:
Detecting Abnormal Mammographic Cases in Temporal Studies Using Image Registration Features. Digital Mammography / IWDM 2014: 612-619 - [c49]Joan Massich, Fabrice Mériaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez, Domenec Puig, Robert Marti, Arnau Oliver, Joan Martí:
SIFT Texture Description for Understanding Breast Ultrasound Images. Digital Mammography / IWDM 2014: 681-688 - 2013
- [j14]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): 587-600 (2013) - [c48]Zhili Chen, Arnau Oliver, Erika R. E. Denton, Reyer Zwiggelaar:
Automated Mammographic Risk Classification Based on Breast Density Estimation. IbPRIA 2013: 237-244 - [c47]Mariano Cabezas, Arnau Oliver, Jordi Freixenet, Xavier Lladó:
A Supervised Approach for Multiple Sclerosis Lesion Segmentation Using Context Features and an Outlier Map. IbPRIA 2013: 782-789 - 2012
- [j13]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): 43-55 (2012) - [j12]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): 445-454 (2012) - [j11]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): 262-287 (2012) - [j10]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): 164-185 (2012) - [j9]Arnau Oliver, Albert Torrent, Xavier Lladó, Meritxell Tortajada, Lidia Tortajada, Melcior Sentís, Jordi Freixenet, Reyer Zwiggelaar:
Automatic microcalcification and cluster detection for digital and digitised mammograms. Knowl. Based Syst. 28: 68-75 (2012) - [j8]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): 1259-1279 (2012) - [c46]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: 190-200 - [c45]Christian Mata, Arnau Oliver, Albert Torrent, Joan Martí:
MammoApplet: An interactive Java applet tool for manual annotation in medical imaging. BIBE 2012: 34-39 - [c44]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: 2335-2338 - [c43]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: 5416-5419 - [c42]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: 541-544 - [c41]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: 2949-2952 - [c40]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: 121-124 - [c39]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: 125-128 - [c38]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: 2622-2625 - [c37]Joan Massich, Fabrice Mériaudeau, Melcior Sentís, Sergi Ganau, Elsa Pérez, Robert Marti, Arnau Oliver, Joan Martí:
Automatic Seed Placement for Breast Lesion Segmentation on US Images. Digital Mammography / IWDM 2012: 308-315 - [c36]Meritxell Tortajada, Arnau Oliver, Robert Marti, Mariona Vilagran, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Jordi Freixenet:
Adapting Breast Density Classification from Digitized to Full-Field Digital Mammograms. Digital Mammography / IWDM 2012: 561-568 - [c35]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: 83140S - [c34]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: 83143M - 2011
- [j7]Mariano Cabezas, Arnau Oliver, Xavier Lladó, Jordi Freixenet, Meritxell Bach Cuadra:
A review of atlas-based segmentation for magnetic resonance brain images. Comput. Methods Programs Biomed. 104(3): 158- (2011) - [j6]Xavier Lladó, Alessio Del Bue, Arnau Oliver, Joaquim Salvi, Lourdes Agapito:
Reconstruction of non-rigid 3D shapes from stereo-motion. Pattern Recognit. Lett. 32(7): 1020-1028 (2011) - [j5]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): 716-725 (2011) - [c33]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: 31-36 - [c32]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: 340-345 - [c31]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: 713-716 - [c30]Marta Peracaula, Arnau Oliver, Albert Torrent, Xavier Lladó, Jordi Freixenet, Joan Martí:
Segmenting extended structures in radio astronomical images by filtering bright compact sources and using wavelets decomposition. ICIP 2011: 2805-2808 - [c29]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: 35-46 - [c28]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: 79642T - [c27]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: 796218 - 2010
- [j4]Arnau Oliver, Xavier Lladó, Elsa Pérez, Josep Pont, Erika R. E. Denton, Jordi Freixenet, Joan Martí:
A Statistical Approach for Breast Density Segmentation. J. Digit. Imaging 23(5): 527-537 (2010) - [j3]Arnau Oliver, Jordi Freixenet, Joan Martí, Elsa Pérez, Josep Pont, Erika R. E. Denton, Reyer Zwiggelaar:
A review of automatic mass detection and segmentation in mammographic images. Medical Image Anal. 14(2): 87-110 (2010) - [c26]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: 587-592 - [c25]Albert Torrent, Arnau Oliver, Xavier Lladó, Robert Marti, Jordi Freixenet:
A supervised micro-calcification detection approach in digitised mammograms. ICIP 2010: 4345-4348 - [c24]Yago Diez, Arnau Oliver, Xavier Lladó, Robert Marti:
Comparison of registration methods using mamographic images. ICIP 2010: 4421-4424 - [c23]Arnau Oliver, Albert Torrent, Xavier Lladó, Joan Martí:
Automatic Diagnosis of Masses by Using Level set Segmentation and Shape Description. ICPR 2010: 2528-2531 - [c22]Joan Massich, Fabrice Mériaudeau, Elsa Pérez, Robert Marti, Arnau Oliver, Joan Martí:
Lesion Segmentation in Breast Sonography. Digital Mammography / IWDM 2010: 39-45 - [c21]Arnau Oliver, Albert Torrent, Meritxell Tortajada, Xavier Lladó, Marta Peracaula, Lidia Tortajada, Melcior Sentís, Jordi Freixenet:
A Boosting Based Approach for Automatic Micro-calcification Detection. Digital Mammography / IWDM 2010: 251-258 - [c20]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: 111-120 - [c19]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: 7-11 - [c18]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: 18-22 - [e1]Joan Martí, Arnau Oliver, Jordi Freixenet, Robert Marti:
Digital Mammography, 10th International Workshop, IWDM 2010, Girona, Catalonia, Spain, June 16-18, 2010. Proceedings. Lecture Notes in Computer Science 6136, Springer 2010, ISBN 978-3-642-13665-8 [contents]
2000 – 2009
- 2009
- [j2]Xavier Lladó, Arnau Oliver, Jordi Freixenet, Robert Marti, Joan Martí:
A textural approach for mass false positive reduction in mammography. Comput. Medical Imaging Graph. 33(6): 415-422 (2009) - 2008
- [j1]Arnau Oliver, Jordi Freixenet, Robert Marti, Josep Pont, Elsa Pérez, Erika R. E. Denton, Reyer Zwiggelaar:
A Novel Breast Tissue Density Classification Methodology. IEEE Trans. Inf. Technol. Biomed. 12(1): 55-65 (2008) - [c17]Albert Torrent, Anton Bardera, Arnau Oliver, Jordi Freixenet, Imma Boada, Miguel Feixes, Robert Marti, Xavier Lladó, Josep Pont, Elsa Pérez, Salvador Pedraza, Joan Martí:
Breast Density Segmentation: A Comparison of Clustering and Region Based Techniques. Digital Mammography / IWDM 2008: 9-16 - 2007
- [b1]Arnau Oliver:
Automatic mass segmentation in mammographic images. University of Girona, Spain, 2007 - [c16]Arnau Oliver, Xavier Lladó, Joan Martí, Robert Marti, Jordi Freixenet:
False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA. IbPRIA (2) 2007: 154-161 - [c15]Robert Marti, Arnau Oliver, David Raba, Jordi Freixenet:
Breast Skin-Line Segmentation Using Contour Growing. IbPRIA (2) 2007: 564-571 - [c14]Arnau Oliver, Xavier Lladó, Jordi Freixenet, Joan Martí:
False Positive Reduction in Mammographic Mass Detection Using Local Binary Patterns. MICCAI (1) 2007: 286-293 - 2006
- [c13]Anna Bosch, Xavier Muñoz, Arnau Oliver, Joan Martí:
Modeling and Classifying Breast Tissue Density in Mammograms. CVPR (2) 2006: 1552-1558 - [c12]Arnau Oliver, Joan Martí, Robert Marti, Anna Bosch, Jordi Freixenet:
A new approach to the classification of mammographic masses and normal breast tissue. ICPR (4) 2006: 707-710 - [c11]Anna Bosch, Xavier Muñoz, Arnau Oliver, Robert Marti:
Object and Scene Classification: what does a Supervised Approach Provide us?. ICPR (1) 2006: 773-777 - [c10]Robert Marti, David Raba, Arnau Oliver, Reyer Zwiggelaar:
Mammographic Registration: Proposal and Evaluation of a New Approach. Digital Mammography / IWDM 2006: 213-220 - [c9]Izzati Muhimmah, Arnau Oliver, Erika R. E. Denton, Josep Pont, Elsa Pérez, Reyer Zwiggelaar:
Comparison Between Wolfe, Boyd, BI-RADS and Tabár Based Mammographic Risk Assessment. Digital Mammography / IWDM 2006: 407-415 - [c8]Arnau Oliver, Jordi Freixenet, Robert Marti, Reyer Zwiggelaar:
A Comparison of Breast Tissue Classification Techniques. MICCAI (2) 2006: 872-879 - 2005
- [c7]Anna Bosch, Xavier Muñoz, Joan Martí, Arnau Oliver:
Classifying Natural Objects on Outdoor Scenes. CCIA 2005: 115-122 - [c6]Arnau Oliver, Jordi Freixenet, Joan Martí, Marta Peracaula:
Mass Segmentation using a Pattern Matching Approach with a Mutual Information Based Metric. CCIA 2005: 123-130 - [c5]Arnau Oliver, Jordi Freixenet, Anna Bosch, David Raba, Reyer Zwiggelaar:
Automatic Classification of Breast Tissue. IbPRIA (2) 2005: 431-438 - [c4]David Raba, Arnau Oliver, Joan Martí, Marta Peracaula, Joan Espunya:
Breast Segmentation with Pectoral Muscle Suppression on Digital Mammograms. IbPRIA (2) 2005: 471-478 - [c3]Arnau Oliver, Jordi Freixenet, Reyer Zwiggelaar:
Automatic classification of breast density. ICIP (2) 2005: 1258-1261 - 2003
- [c2]Xavier Lladó, Arnau Oliver, Maria Petrou, Jordi Freixenet, Joan Martí:
Simultaneous surface texture classification and illumination tilt angle prediction. BMVC 2003: 1-10 - [c1]Joan Martí, Jordi Freixenet, Xavier Muñoz, Arnau Oliver:
Active Region Segmentation of Mammographic Masses Based on Texture, Contour and Shape Features. IbPRIA 2003: 478-485
Coauthor Index
Josep Comet
aka: Josep Comet-Batlle
aka: Josep Comet-Batlle
[j38] [j37] [i11] [j36] [j35] [j34] [j33] [i10] [j32] [j31] [j30] [j29] [j28] [j27] [i9] [j26] [j25] [c58] [i8] [i7] [i6] [i5] [j24] [j23] [c56] [i4] [i2] [i1] [j22] [j21] [c53] [c52] [j20] [j17] [j16] [j15] [c51] [c50] [j14] [c47] [j13] [j12] [j11] [j10] [j9] [j8] [c46] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c35] [c34] [j7] [j6] [j5] [c33] [c32] [c31] [c30] [c29] [c28] [c27] [j4] [c26] [c25] [c24] [c23] [c21] [c20] [c19] [c18] [j2] [c17] [c16] [c14] [c2]
Robert Martí
aka: Robert Marti
aka: Robert Marti
[j29] [j27] [j25] [c59] [c56] [c55] [i1] [c54] [j20] [j18] [j15] [c50] [c49] [j14] [j13] [j12] [j11] [j8] [c46] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [j5] [c33] [c32] [c31] [c29] [c28] [c27] [c26] [c25] [c24] [c22] [c20] [c19] [c18] [e1] [j2] [j1] [c17] [c16] [c15] [c12] [c11] [c10] [c8]
Desire Sidibé
aka: Désiré Sidibé
aka: Désiré Sidibé
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