Robert Martí

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Diffusion Model

Lesion Segmentation

Top Venues

Artif. Intell. Medicine

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)
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) (2024)
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 (2024)
Ricardo Montoya-del-Angel, Karla Sam-Millan, Joan Carles Vilanova, Robert Martí
MAM-E: Mammographic synthetic image generation with diffusion models. CoRR (2023)
Marawan Elbatel, Hualiang Wang, Robert Martí, Huazhu Fu, Xiaomeng Li
Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classification. CoRR (2023)
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)
Joel Vidal, Guillem Vallicrosa, Robert Martí, Marc Barnada
Brickognize: Applying Photo-Realistic Image Synthesis for Lego Bricks Recognition with Limited Data. Sensors 23 (4) (2023)
Marawan Elbatel, Robert Martí, Xiaomeng Li
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition. 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)
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) (2021)
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) (2021)
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 (2021)
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 (2020)
Roa'a Khaled, Joel Vidal, Robert Martí
Deep Learning Based Segmentation of Breast Lesions in DCE-MRI. ICPR Workshops (1) (2020)
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 (2020)
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 (2019)
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 (2019)
Basel Alyafi, Oliver Díaz, Robert Martí
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography. CoRR (2019)
Richa Agarwal, Oliver Díaz, Xavier Lladó, Robert Martí
Mass detection in mammograms using pre-trained deep learning models. IWBI (2018)
Joel Vidal, Chyi-Yeu Lin, Robert Martí
6D Pose Estimation using an Improved Method based on Point Pair Features. CoRR (2018)
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)
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. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Albert Malet, Diego García Pinto, Josep Fernández, Robert Martí, Oliver Díaz
Breast tomosynthesis reconstruction using TIGRE software tool. IWBI (2018)
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) (2018)
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)