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Robert Martí
Robert Marti
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2020 – today
- 2025
- [j36]Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Köhler, Raphael Stock, Klaus H. Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guénolé Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir:
PSFHS challenge report: Pubic symphysis and fetal head segmentation from intrapartum ultrasound images. Medical Image Anal. 99: 103353 (2025) - 2024
- [j35]Kendall Schmidt, Benjamin Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouheb, Robert Marti, Ruipeng Zhang, Ya Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth:
Fair evaluation of federated learning algorithms for automated breast density classification: The results of the 2022 ACR-NCI-NVIDIA federated learning challenge. Medical Image Anal. 95: 103206 (2024) - [j34]Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí:
MAM-E: Mammographic Synthetic Image Generation with Diffusion Models. Sensors 24(7): 2076 (2024) - [j33]Marawan Elbatel, Robert Martí, Xiaomeng Li:
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition. IEEE Trans. Medical Imaging 43(3): 954-965 (2024) - [i11]Kendall Schmidt, Ben Bearce, Ken Chang, Laura Coombs, Keyvan Farahani, Marawan Elbatel, Kaouther Mouheb, Robert Marti, Ruipeng Zhang, Yao Zhang, Yanfeng Wang, Yaojun Hu, Haochao Ying, Yuyang Xu, Conrad Testagrose, Mutlu Demirer, Vikash Gupta, Ünal Akünal, Markus Bujotzek, Klaus H. Maier-Hein, Yi Qin, Xiaomeng Li, Jayashree Kalpathy-Cramer, Holger R. Roth:
Fair Evaluation of Federated Learning Algorithms for Automated Breast Density Classification: The Results of the 2022 ACR-NCI-NVIDIA Federated Learning Challenge. CoRR abs/2405.14900 (2024) - [i10]Muhammad Alberb, Marawan Elbatel, Aya Elgebaly, Ricardo Montoya-del-Angel, Xiaomeng Li, Robert Martí:
CoMoTo: Unpaired Cross-Modal Lesion Distillation Improves Breast Lesion Detection in Tomosynthesis. CoRR abs/2407.17620 (2024) - [i9]Jieyun Bai, Zihao Zhou, Zhanhong Ou, Gregor Köhler, Raphael Stock, Klaus H. Maier-Hein, Marawan Elbatel, Robert Martí, Xiaomeng Li, Yaoyang Qiu, Panjie Gou, Gongping Chen, Lei Zhao, Jianxun Zhang, Yu Dai, Fangyijie Wang, Guénolé Silvestre, Kathleen M. Curran, Hongkun Sun, Jing Xu, Pengzhou Cai, Lu Jiang, Libin Lan, Dong Ni, Mei Zhong, Gaowen Chen, Víctor M. Campello, Yaosheng Lu, Karim Lekadir:
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images. CoRR abs/2409.10980 (2024) - 2023
- [j32]Joel Vidal, Guillem Vallicrosa, Robert Martí, Marc Barnada:
Brickognize: Applying Photo-Realistic Image Synthesis for Lego Bricks Recognition with Limited Data. Sensors 23(4): 1898 (2023) - [c67]Marawan Elbatel, Hualiang Wang, Robert Martí, Huazhu Fu, Xiaomeng Li:
Federated Model Aggregation via Self-supervised Priors for Highly Imbalanced Medical Image Classification. ISIC/Care-AI/MedAGI/DeCaF@MICCAI 2023: 334-346 - [i8]Marawan Elbatel, Robert Martí, Xiaomeng Li:
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition. CoRR abs/2305.17421 (2023) - [i7]Marawan Elbatel, Hualiang Wang, Robert Martí, Huazhu Fu, Xiaomeng Li:
Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification. CoRR abs/2307.14959 (2023) - [i6]Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí:
MAM-E: Mammographic synthetic image generation with diffusion models. CoRR abs/2311.09822 (2023) - 2022
- [j31]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: 105093 (2022) - 2021
- [j30]Md. Kamrul Hasan, Md. Ashraful Alam, Md. Toufick E. Elahi, Shidhartho Roy, Robert Martí:
DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image. Artif. Intell. Medicine 111: 102001 (2021) - [j29]Jungkyu Park, Yoel Shoshan, Robert Martí, Pablo Gómez del Campo, Vadim Ratner, Daniel Khapun, Aviad Zlotnick, Ella Barkan, Flora Gilboa-Solomon, Jakub Chledowski, Jan Witowski, Alexandra Millet, Eric Kim, Alana Lewin, Kristine Pysarenko, Sardius Chen, Julia Goldberg, Shalin Patel, Anastasia Plaunova, Melanie Wegener, Stacey Wolfson, Jiyon Lee, Sana Hava, Sindhoora Murthy, Linda Du, Sushma Gaddam, Ujas Parikh, Laura Heacock, Linda Moy, Beatriu Reig, Michal Rosen-Zvi, Krzysztof J. Geras:
Lessons from the first DBTex Challenge. Nat. Mach. Intell. 3(8): 735-736 (2021) - [j28]Joel Vidal, Chyi-Yeu Lin, Robert Martí:
Visual Attention and Color Cues for 6D Pose Estimation on Occluded Scenarios Using RGB-D Data. Sensors 21(23): 8090 (2021) - 2020
- [j27]Moi Hoon Yap, Manu Goyal, Fatima Osman, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar:
Breast ultrasound region of interest detection and lesion localisation. Artif. Intell. Medicine 107: 101880 (2020) - [j26]Md. Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Martí:
DSNet: Automatic dermoscopic skin lesion segmentation. Comput. Biol. Medicine 120: 103738 (2020) - [j25]Richa Agarwal, Oliver Díaz, Moi Hoon Yap, Xavier Lladó, Robert Martí:
Deep learning for mass detection in Full Field Digital Mammograms. Comput. Biol. Medicine 121: 103774 (2020) - [c66]Roa'a Khaled, Joel Vidal, Robert Martí:
Deep Learning Based Segmentation of Breast Lesions in DCE-MRI. ICPR Workshops (1) 2020: 417-430 - [c65]Basel Alyafi, Oliver Díaz, Robert Marti:
DCGANs for realistic breast mass augmentation in x-ray mammography. Computer-Aided Diagnosis 2020
2010 – 2019
- 2019
- [j24]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) - [j23]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) - [i5]Md. Kamrul Hasan, Lavsen Dahal, Prasad N. Samarakoon, Fakrul Islam Tushar, Robert Martí:
DSNet: Automatic Dermoscopic Skin Lesion Segmentation. CoRR abs/1907.04305 (2019) - [i4]Basel Alyafi, Oliver Díaz, Robert Martí:
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography. CoRR abs/1909.02062 (2019) - [i3]Basel Alyafi, Oliver Díaz, Joan Carles Vilanova, Javier del Riego, Robert Marti:
Quality analysis of DCGAN-generated mammography lesions. CoRR abs/1911.12850 (2019) - 2018
- [j22]Joel Vidal, Chyi-Yeu Lin, Xavier Lladó, Robert Martí:
A Method for 6D Pose Estimation of Free-Form Rigid Objects Using Point Pair Features on Range Data. Sensors 18(8): 2678 (2018) - [j21]Filip Velickovski, Luigi Ceccaroni, Robert Marti, Felip Burgos, Concepcion Gistau, Xavier Alsina-Restoy, Josep Roca:
Automated Spirometry Quality Assurance: Supervised Learning From Multiple Experts. IEEE J. Biomed. Health Informatics 22(1): 276-284 (2018) - [j20]Moi Hoon Yap, Gerard Pons, Joan Martí, Sergi Ganau, Melcior Sentís, Reyer Zwiggelaar, Adrian K. Davison, Robert Marti:
Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 22(4): 1218-1226 (2018) - [j19]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) - [c64]Richa Agarwal, Oliver Díaz, Xavier Lladó, Robert Martí:
Mass detection in mammograms using pre-trained deep learning models. IWBI 2018: 107181F - [c63]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 - [c62]Albert Malet, Diego García Pinto, Josep Fernández, Robert Martí, Oliver Díaz:
Breast tomosynthesis reconstruction using TIGRE software tool. IWBI 2018: 107181L - [c61]Giovanni Trovini, Christian Napoli, Robert Marti, Amaya Martin, Alessandro Bria, Claudio Marrocco, Mario Molinara, Francesco Tortorella, Oliver Díaz:
A deep learning framework for micro-calcification detection in 2D mammography and C-view. IWBI 2018: 1071811 - [c60]Moi Hoon Yap, Manu Goyal, Fatima Osman, Ezak Ahmad, Robert Martí, Erika R. E. Denton, Arne Juette, Reyer Zwiggelaar:
End-to-end breast ultrasound lesions recognition with a deep learning approach. Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 1057819 - [i2]Joel Vidal, Chyi-Yeu Lin, Robert Martí:
6D Pose Estimation using an Improved Method based on Point Pair Features. CoRR abs/1802.08516 (2018) - 2017
- [c59]Guillaume Lemaitre, Robert Marti, Mojdeh Rastgoo, Fabrice Mériaudeau:
Computer-aided detection for prostate cancer detection based on multi-parametric magnetic resonance imaging. EMBC 2017: 3138-3141 - [c58]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 - [c57]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. Image-Guided Procedures 2017: 1013504 - [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
- [c56]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 - [c55]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. Computer-Aided Diagnosis 2016: 978529 - 2015
- [j18]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: 8-31 (2015) - [j17]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) - [j16]Albert Gubern-Mérida, Robert Marti, Jaime Melendez, Jakob L. Hauth, Ritse M. Mann, Nico Karssemeijer, Bram Platel:
Automated localization of breast cancer in DCE-MRI. Medical Image Anal. 20(1): 265-274 (2015) - [j15]Albert Gubern-Mérida, Michiel Kallenberg, Ritse Mann, Robert Marti, Nico Karssemeijer:
Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework. IEEE J. Biomed. Health Informatics 19(1): 349-357 (2015) - 2014
- [j14]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) - [j13]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) - [c54]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 - [c53]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 - [c52]Yago Diez, Albert Gubern-Mérida, Lei Wang, Susanne Diekmann, Joan Martí, Bram Platel, Johanna Kramme, Robert Marti:
Comparison of Methods for Current-to-Prior Registration of Breast DCE-MRI. Digital Mammography / IWDM 2014: 689-695 - 2013
- [j12]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) - [c51]Yago Diez, Meritxell Tortajada, Sergi Ganau, Lidia Tortajada, Melcior Sentís, Robert Marti:
Demons Methods for Digital Mammography Registration. IbPRIA 2013: 253-260 - [c50]Gerard Pons, Robert Marti, Sergi Ganau, Melcior Sentís, Joan Martí:
Feasibility Study of Lesion Detection Using Deformable Part Models in Breast Ultrasound Images. IbPRIA 2013: 269-276 - [c49]Sigit Widiyanto, Xavier Cufí, Marc Rubio, Israel Muñoz, Elena Fulladosa, Robert Marti:
Automatic Intra Muscular Fat Analysis on Dry-Cured Ham Slices. IbPRIA 2013: 873-880 - [c48]Albert Gubern-Mérida, Lei Wang, Michiel Kallenberg, Robert Marti, Horst K. Hahn, Nico Karssemeijer:
Breast segmentation in MRI: quantitative evaluation of three methods. Image Processing 2013: 86693G - 2012
- [j11]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) - [j10]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) - [j9]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) - [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) - [c47]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 - [c46]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 - [c45]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 - [c44]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 - [c43]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 - [c42]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 - [c41]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 - [c40]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 - [c39]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 - [c38]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 - [c37]Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer:
Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches. MICCAI (2) 2012: 371-378 - [c36]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. Image Processing 2012: 83140S - [c35]Gerard Pons, Joan Martí, Robert Marti, Mariano Cabezas, Andrew Di Battista, J. Alison Noble:
Lesion segmentation and bias correction in breast ultrasound B-mode images including elastography information. Image Processing 2012: 83141E - [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. Image Processing 2012: 83143M - 2011
- [j7]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]Albert Gubern-Mérida, Michiel Kallenberg, Robert Marti, Nico Karssemeijer:
Multi-class Probabilistic Atlas-Based Segmentation Method in Breast MRI. IbPRIA 2011: 660-667 - [c30]Gerard Pons, Joan Martí, Robert Marti, J. Alison Noble:
Simultaneous Lesion Segmentation and Bias Correction in Breast Ultrasound Images. IbPRIA 2011: 692-699 - [c29]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 - [c28]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 - [c27]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. Image-Guided Procedures 2011: 79642T - [c26]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. Image Processing 2011: 796218 - 2010
- [c25]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 - [c24]Robert Marti, J. Alison Noble:
Elastic modulus imaging using optical flow and image registration. ICIP 2010: 605-608 - [c23]Albert Torrent, Arnau Oliver, Xavier Lladó, Robert Marti, Jordi Freixenet:
A supervised micro-calcification detection approach in digitised mammograms. ICIP 2010: 4345-4348 - [c22]Yago Diez, Arnau Oliver, Xavier Lladó, Robert Marti:
Comparison of registration methods using mamographic images. ICIP 2010: 4421-4424 - [c21]Joan Massich, Fabrice Mériaudeau, Elsa Pérez, Robert Marti, Arnau Oliver, Joan Martí:
Lesion Segmentation in Breast Sonography. Digital Mammography / IWDM 2010: 39-45 - [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
- [j6]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
- [j5]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 - [c16]Meritxell Tortajada, Robert Marti, Jordi Freixenet, Josep Fernández, Melcior Sentís:
Image Correction and Reconstruction for Breast Biopsy. Digital Mammography / IWDM 2008: 545-552 - 2007
- [j4]Anna Bosch, Xavier Muñoz, Robert Marti:
Which is the best way to organize/classify images by content? Image Vis. Comput. 25(6): 778-791 (2007) - [c15]Hans Wegener, Robert Marti:
Slowly Changing Dimensions: a Pattern Language for Coping with Change in Analytical Information Processing. EuroPLoP 2007: 557-580 - [c14]David Raba, Marta Peracaula, Robert Marti, Joan Martí:
On the Detection of Regions-of-Interest in Dynamic Contrast-Enhanced MRI. IbPRIA (1) 2007: 129-136 - [c13]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 - [c12]