Antonio Foncubierta-Rodríguez

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 21

Top Topics

Graph Representations

Pulmonary Embolism

Biomedical Imaging

Top Venues

Medical Image Anal.

Publications

Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
Fusing modalities by multiplexed graph neural networks for outcome prediction from medical data and beyond. Medical Image Anal. 93 (2024)
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
MaxCorrMGNN: A Multi-Graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction. CoRR (2023)
Niharika Shimona D'Souza, Hongzhi Wang, Andrea Giovannini, Antonio Foncubierta-Rodríguez, Kristen L. Beck, Orest B. Boyko, Tanveer F. Syeda-Mahmood
MaxCorrMGNN: A Multi-graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome Prediction. ML4MHD (2023)
Pushpak Pati, Guillaume Jaume, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Maryse Fiche, Estelle Dubruc, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Jean-Philippe Thiran, Maria Frucci, Orcun Goksel, Maria Gabrani
Hierarchical graph representations in digital pathology. Medical Image Anal. 75 (2022)
Pushpak Pati, Antonio Foncubierta-Rodríguez, Orcun Goksel, Maria Gabrani
Reducing annotation effort in digital pathology: A Co-Representation learning framework for classification tasks. Medical Image Anal. 67 (2021)
Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs. CoRR (2021)
Antonio Foncubierta-Rodríguez, Pushpak Pati, Guillaume Jaume, Maria Gabrani
Histocartography: a pipeline for histology image analysis. AMIA (2021)
Valentin Anklin, Pushpak Pati, Guillaume Jaume, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Jean-Philippe Thiran, Mathilde Sibony, Maria Gabrani, Orcun Goksel
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs. MICCAI (2) (2021)
Hung-Chun Hsu, Hung-Wen Tsai, Maria Gabrani, Pau-Choo Chung, Antonio Foncubierta-Rodríguez, Yu-Ting Wu
Using Stain Decomposition for Nucleus Segmentation on Multisource H&E Slide Images. SSCI (2021)
Guillaume Jaume, Pushpak Pati, Behzad Bozorgtabar, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Tilman Rau, Jean-Philippe Thiran, Maria Gabrani, Orcun Goksel
Quantifying Explainers of Graph Neural Networks in Computational Pathology. CoRR (2020)
Ting-An Yen, Hung-Chun Hsu, Pushpak Pati, Maria Gabrani, Antonio Foncubierta-Rodríguez, Pau-Choo Chung
NINEPINS: Nuclei Instance Segmentation with Point Annotations. CoRR (2020)
Guillaume Jaume, Pushpak Pati, Antonio Foncubierta-Rodríguez, Florinda Feroce, Giosue Scognamiglio, Anna Maria Anniciello, Jean-Philippe Thiran, Orcun Goksel, Maria Gabrani
Towards Explainable Graph Representations in Digital Pathology. CoRR (2020)
Pushpak Pati, Antonio Foncubierta-Rodríguez, Orçun Göksel, Maria Gabrani
Mitosis Detection Under Limited Annotation: A Joint Learning Approach. CoRR (2020)
Nik Dennler, Antonio Foncubierta-Rodríguez, Titus Neupert, Marilyne Sousa
Learning-based Defect Recognition for Quasi-Periodic Microscope Images. CoRR (2020)
Pushpak Pati, Guillaume Jaume, Lauren Alisha Fernandes, Antonio Foncubierta-Rodríguez, Florinda Feroce, Anna Maria Anniciello, Giosue Scognamiglio, Nadia Brancati, Daniel Riccio, Maurizio Di Bonito, Giuseppe De Pietro, Gerardo Botti, Orcun Goksel, Jean-Philippe Thiran, Maria Frucci, Maria Gabrani
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification. UNSURE/GRAIL@MICCAI (2020)
Pushpak Pati, Antonio Foncubierta-Rodríguez, Orçun Göksel, Maria Gabrani
Mitosis Detection Under Limited Annotation: A Joint Learning Approach. ISBI (2020)
Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani
Extracting Interactions from Molecular Pathways. GREC@ICDAR (2017)
Waleed Farrukh, Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Guillaume Jaume, Costas Bekas, Orçun Göksel, Maria Gabrani
Interpreting Data from Scanned Tables. GREC@ICDAR (2017)
Antonio Foncubierta-Rodríguez, Anca-Nicoleta Ciubotaru, Costas Bekas, Maria Gabrani
Extracting Information from Molecular Pathway Diagrams. GREC (2017)
Antonio Foncubierta-Rodríguez, Henning Müller, Adrien Depeursinge
From visual words to a visual grammar: using language modelling for image classification. CoRR (2017)
Oscar Alfonso Jiménez del Toro, Henning Müller, Markus Krenn, Katharina Gruenberg, Abdel Aziz Taha, Marianne Winterstein, Ivan Eggel, Antonio Foncubierta-Rodríguez, Orcun Goksel, András Jakab, Georgios Kontokotsios, Georg Langs, Bjoern H. Menze, Tomas Salas Fernandez, Roger Schaer, Anna Walleyo, Marc-André Weber, Yashin Dicente Cid, Tobias Gass, Mattias P. Heinrich, Fucang Jia, Fredrik Kahl, Razmig Kéchichian, Dominic Mai, Assaf B. Spanier, Graham Vincent, Chunliang Wang, Daniel Wyeth, Allan Hanbury
Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks. IEEE Trans. Medical Imaging 35 (11) (2016)
Henning Müller, Oscar Alfonso Jiménez del Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta-Rodríguez
Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015. ECIR (2015)
Orcun Goksel, Antonio Foncubierta-Rodríguez, Oscar Alfonso Jiménez del Toro, Henning Müller, Georg Langs, Marc-André Weber, Bjoern H. Menze, Ivan Eggel, Katharina Gruenberg, Marianne Winterstein, Markus Holzer, Markus Krenn, Georgios Kontokotsios, Sokratis Metallidis, Roger Schaer, Abdel Aziz Taha, András Jakab, Tomas Salas Fernandez, Allan Hanbury
Overview of the VISCERAL Challenge at ISBI 2015. VISCERAL Challenge@ISBI (2015)
Yashin Dicente Cid, Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller
Pulmonary embolism detection using localized vessel-based features in dual energy CT. Medical Imaging: Computer-Aided Diagnosis (2015)
Henning Müller, Oscar Alfonso Jiménez del Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta-Rodríguez
Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015). MRDM@ECIR (2015)
Alba Garcia Seco de Herrera, Dimitrios Markonis, Ranveer Joyseeree, Roger Schaer, Antonio Foncubierta-Rodríguez, Henning Müller
Semi-supervised Learning for Image Modality Classification. MRDM@ECIR (2015)
Oscar Alfonso Jiménez del Toro, Allan Hanbury, Georg Langs, Antonio Foncubierta-Rodríguez, Henning Müller
Overview of the VISCERAL Retrieval Benchmark 2015. MRDM@ECIR (2015)
Oscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodríguez, Adrien Depeursinge, Henning Müller
Texture classification of anatomical structures in CT using a context-free machine learning approach. Medical Imaging: Computer-Aided Diagnosis (2015)
Antonio Foncubierta-Rodríguez, Henning Müller, Adrien Depeursinge
Retrieval of high-dimensional visual data: current state, trends and challenges ahead. Multim. Tools Appl. 69 (2) (2014)
Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller
Rotation-Covariant Texture Learning Using Steerable Riesz Wavelets. IEEE Trans. Image Process. 23 (2) (2014)
Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller
Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities. Medical Image Anal. 18 (1) (2014)
Antonio Foncubierta-Rodríguez, Antoine Widmer, Adrien Depeursinge, Henning Müller
Enhanced visualization of pulmonary perfusion in 4D Dual Energy CT images. EMBC (2014)
Niraj Aswani, Thomas Beckers, Erich Birngruber, Célia Boyer, Andreas Burner, Jakub Bystron, Khalid Choukri, Sarah Cruchet, Hamish Cunningham, Jan Dedek, Ljiljana Dolamic, René Donner, Sebastian Dungs, Ivan Eggel, Antonio Foncubierta-Rodríguez, Norbert Fuhr, Adam Funk, Alba Garcia Seco de Herrera, Arnaud Gaudinat, Georgi Georgiev, Julien Gobeill, Lorraine Goeuriot, Paz Gomez, Robert Mark Greenwood, Manfred Gschwandtner, Allan Hanbury, Jan Hajic, Jaroslava Hlavácová, Markus Holzer, Gareth J. F. Jones, Blanca Jordan, Matthias Jordan, Klemens Kaderk, Franz Kainberger, Liadh Kelly, Sascha Kriewel, Marlene Kritz, Georg Langs, Nolan Lawson, Dimitrios Markonis, Iván Martínez, Vassil Momtchev, Alexandre Masselot, Hélène Mazo, Henning Müller, João R. M. Palotti, Pavel Pecina, Konstantin Pentchev, Deyan Peychev, Natalia Pletneva, Diana Pottecher, Angus Roberts, Patrick Ruch, Alexander Sachs, Matthias Samwald, Priscille Schneller, Veronika Stefanov, Miguel Angel Tinte, Zdenka Uresová, Alejandro Vargas, Dina Vishnyakova
Khresmoi - Multilingual Semantic Search of Medical Text and Images. MedInfo (2013)
Antonio Foncubierta-Rodríguez, Alba Garcia Seco de Herrera, Henning Müller
Medical image retrieval using bag of meaningful visual words: unsupervised visual vocabulary pruning with PLSA. MIIRH@ACM Multimedia (2013)
Antonio Foncubierta-Rodríguez, Oscar Alfonso Jiménez del Toro, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller, Adrien Depeursinge
Benefits of texture analysis of dual energy CT for Computer-Aided pulmonary embolism detection. EMBC (2013)
Alba Garcia Seco de Herrera, Antonio Foncubierta-Rodríguez, Emanuele Schiavi, Henning Müller
2D-Based 3D Volume Retrieval Using Singular Value Decomposition of Detected Regions. MCV (2013)
Oscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodríguez, María Isabel Vargas Gómez, Henning Müller, Adrien Depeursinge
Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons. MICCAI (2) (2013)
Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Alejandro Vargas, Dimitri Van De Ville, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller
Rotation-covariant texture analysis of 4D dual-energy CT as an indicator of local pulmonary perfusion. ISBI (2013)
Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller
Multiscale Lung Texture Signature Learning Using the Riesz Transform. MICCAI (3) (2012)
Antonio Foncubierta-Rodríguez, Adrien Depeursinge, Laura Gui, Henning Müller
Three dimensional multi-scale visual words for texture-based cerebellum segmentation. Medical Imaging: Image Processing (2012)
Antonio Foncubierta-Rodríguez, Alejandro Vargas, Alexandra Platon, Pierre-Alexandre Poletti, Henning Müller, Adrien Depeursinge
Retrieval of 4D Dual Energy CT for Pulmonary Embolism Diagnosis. MCBR-CDS (2012)
Antonio Foncubierta-Rodríguez, Henning Müller
Ground truth generation in medical imaging: a crowdsourcing-based iterative approach. CrowdMM@ACM Multimedia (2012)
Antonio Foncubierta-Rodríguez, Adrien Depeursinge, Henning Müller
Using Multiscale Visual Words for Lung Texture Classification and Retrieval. MCBR-CDS (2011)
Adrien Depeursinge, Antonio Foncubierta-Rodríguez, Dimitri Van De Ville, Henning Müller
Lung Texture Classification Using Locally-Oriented Riesz Components. MICCAI (3) (2011)