Samuel Ruipérez-Campillo

31 papers Journal 15Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dual-Phase Cross-Modal Contrastive Learning for CMR-Guided ECG Representations for Cardiovascular Disease Assessment. CoRR Laura Alvarez-Florez, Angel Bujalance-Gomez, Femke Raijmakers, Samuel Ruipérez-Campillo, Maarten Z. Kolk, Jesse Wiers, Julia E. Vogt, Erik J. Bekkers, Ivana Isgum, Fleur V. Y. Tjong
2026	J	`jnl`	Foundation Model for Cardiac Time Series via Masked Latent Attention. CoRR Moritz Vandenhirtz, Samuel Ruipérez-Campillo, Simon Böhi, Sonia Laguna, Irene Cannistraci, Andrea Agostini, Ece Ozkan, Thomas M. Sutter, Julia E. Vogt
2026	J	`jnl`	Reducing diverse sources of noise in ventricular electrical signals using variational autoencoders. Expert Syst. Appl. Samuel Ruipérez-Campillo, Alain Ryser, Thomas M. Sutter, Brototo Deb, Ruibin Feng, Prasanth Ganesan, Kelly A. Brennan, Albert J. Rogers, Maarten Z. Kolk, Fleur V. Y. Tjong, Sanjiv M. Narayan, Julia E. Vogt
2026	J	`jnl`	Structure is Supervision: Multiview Masked Autoencoders for Radiology. Trans. Mach. Learn. Res. Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruipérez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt
2026	J	`jnl`	Ultra-high resolution for accurate analysis in cardiac mapping: a path towards fulfillment of assumptions in omnipolar technology. Comput. Biol. Medicine Elisa Ramírez, Raul Alós, Johanna Tonko, Samuel Ruipérez-Campillo, Matthias A. F. Gsell, Gernot Plank, Pier Lambiase, José Millet, Francisco Castells
2025	J	`jnl`	A Denoising VAE for Intracardiac Time Series in Ischemic Cardiomyopathy. CoRR Samuel Ruipérez-Campillo, Alain Ryser, Thomas M. Sutter, Ruibin Feng, Prasanth Ganesan, Brototo Deb, Kelly A. Brennan, Maxime Pedron, Albert J. Rogers, Maarten Z. Kolk, Fleur V. Y. Tjong, Sanjiv M. Narayan, Julia E. Vogt
2025	J	`jnl`	Enhancing Radiology Report Generation and Visual Grounding using Reinforcement Learning. CoRR Benjamin Gundersen, Nicolas Deperrois, Samuel Ruipérez-Campillo, Thomas M. Sutter, Julia E. Vogt, Michael Moor, Farhad Nooralahzadeh, Michael Krauthammer
2025	J	`jnl`	Leveraging the Structure of Medical Data for Improved Representation Learning. CoRR Andrea Agostini, Sonia Laguna, Alain Ryser, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt
2025	J	`jnl`	Predicting Pulmonary Hypertension in Newborns: A Multi-view VAE Approach. CoRR Lucas Erlacher, Samuel Ruipérez-Campillo, Holger Michel, Sven Wellmann, Thomas M. Sutter, Ece Ozkan, Julia E. Vogt
2025	J	`jnl`	RadVLM: A Multitask Conversational Vision-Language Model for Radiology. CoRR Nicolas Deperrois, Hidetoshi Matsuo, Samuel Ruipérez-Campillo, Moritz Vandenhirtz, Sonia Laguna, Alain Ryser, Koji Fujimoto, Mizuho Nishio, Thomas M. Sutter, Julia E. Vogt, Jonas Kluckert, Thomas Frauenfelder, Christian Blüthgen, Farhad Nooralahzadeh, Michael Krauthammer
2025	—	`conf`	Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology. MICCAI (6) Boqi Chen, Cédric Vincent-Cuaz, Lydia A. Schoenpflug, Manuel Madeira, Lisa Fournier, Vaishnavi Subramanian, Sonali Andani, Samuel Ruipérez-Campillo, Julia E. Vogt, Raphaëlle Luisier, Dorina Thanou, Viktor H. Koelzer, Pascal Frossard, Gabriele Campanella, Gunnar Rätsch
2025	J	`jnl`	Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology. CoRR Boqi Chen, Cédric Vincent-Cuaz, Lydia A. Schoenpflug, Manuel Madeira, Lisa Fournier, Vaishnavi Subramanian, Sonali Andani, Samuel Ruipérez-Campillo, Julia E. Vogt, Raphaëlle Luisier, Dorina Thanou, Viktor H. Koelzer, Pascal Frossard, Gabriele Campanella, Gunnar Rätsch
2025	J	`jnl`	Structure is Supervision: Multiview Masked Autoencoders for Radiology. CoRR Sonia Laguna, Andrea Agostini, Alain Ryser, Samuel Ruipérez-Campillo, Irene Cannistraci, Moritz Vandenhirtz, Stephan Mandt, Nicolas Deperrois, Farhad Nooralahzadeh, Michael Krauthammer, Thomas M. Sutter, Julia E. Vogt
2024	—	`conf`	Can Generative AI Learn Physiological Waveform Morphologies? A Study on Denoising Intracardiac Signals in Ischemic Cardiomyopathy. EMBC Samuel Ruipérez-Campillo, Alain Ryser, Thomas M. Sutter, Ruibin Feng, Prasanth Ganesan, Brototo Deb, Kelly A. Brennan, Maarten Z. Kolk, Fleur V. Y. Tjong, Albert J. Rogers, Sanjiv M. Narayan, Julia E. Vogt
2024	—	`conf`	EEG Tensorization Enhances CNN-Based Outcome Classification in Comatose Patients Following a Cardiac Arrest. EMBC Rafael Teodoro Ors-Quixal, Samuel Ruipérez-Campillo, Francisco Sales Castells Ramón, José Millet
2024	J	`jnl`	Novel synchronization method for vectorcardiogram reconstruction from ECG printouts: A comprehensive validation approach. Biomed. Signal Process. Control. Elisa Ramírez, Samuel Ruipérez-Campillo, Francisco Castells, Rubén Casado-Arroyo, José Millet
2023	—	`conf`	3D CNN as an Approach to Predict the Cerebral Performance of Comatose Patients. CinC Rafael Teodoro Ors-Quixal, Elisa Ramírez-Candela, Samuel Ruipérez-Campillo, Francisco Sales Castells Ramón, José Millet
2023	—	`conf`	Assessment of the Interelectrode Distance Effect over the Omnipole with High Multielectrode Arrays. EMBC M. Crespo, Samuel Ruipérez-Campillo, Rubén Casado-Arroyo, José Millet, Francisco Castells
2023	—	`conf`	Defining the Predictive Ceiling of Electrogram Features Alone for Predicting Outcomes From Atrial Fibrillation Ablation. CinC Maxime Pedron, Prasanth Ganesan, Ruibin Feng, Brototo Deb, Hui Chang, Samuel Ruipérez-Campillo, Sulaiman Somani, Yaanik Desai, Albert J. Rogers, Paul Clopton, Sanjiv M. Narayan
2023	—	`conf`	Heterogeneity Quantification of Electrophysiological Signal Propagation in High-Density Multielectrode Recordings. CinC Lucía Pancorbo, Samuel Ruipérez-Campillo, Francisco Castells, José Millet
2023	—	`conf`	Mini Peltier Cell Array System for the Generation of Controlled Local Epicardial Heterogeneities. EMBC Izan Segarra, Antonio Cebrián, Samuel Ruipérez-Campillo, Alvaro Tormos, Francisco Javier Chorro, Francisco Castells, Antonio Alberola, José Millet
2023	J	`jnl`	Performance assessment of electrode configurations for the estimation of omnipolar electrograms from high density arrays. Comput. Biol. Medicine Francisco Castells, Samuel Ruipérez-Campillo, Izan Segarra, Raquel Cervigón, Rubén Casado-Arroyo, José Luis Merino, José Millet
2023	—	`conf`	Robust Framework for Medical Time Series Classification and Application to Real Scenarios in Modern Bioengineering. EMBC Samuel Ruipérez-Campillo, Francisco Castells, José Millet
2023	—	`conf`	Synchronization of Conventional Electrocardiogram Recordings for Accurate Vectorcardiography Reconstruction. CinC Elisa Ramírez, Samuel Ruipérez-Campillo, Francisco Castells, Rubén Casado-Arroyo, José Millet
2022	—	`conf`	Autocorrelation Function for Predicting Arrhythmic Recurrences in Patients Undergoing Persistent Atrial Fibrillation Ablation. CinC Raquel Cervigón, Eduardo Franco, Samuel Ruipérez-Campillo, Cristina Lozano, Francisco Castells, Javier Moreno
2022	—	`conf`	Classification of Atrial Tachycardia Types Using Dimensional Transforms of ECG Signals and Machine Learning. CinC Samuel Ruipérez-Campillo, José Millet, Francisco Castells
2022	—	`conf`	Deep Learning for Ventricular Arrhythmia Prediction Using Fibrosis Segmentations on Cardiac MRI Data. CinC Florence E. van Lieshout, Roel C. Klein, Maarten Z. Kolk, Kylian van Geijtenbeek, Romy Vos, Samuel Ruipérez-Campillo, Ruibin Feng, Brototo Deb, Prasanth Ganesan, Reinoud Knops, Ivana Isgum, Sanjiv M. Narayan, Erik J. Bekkers, Bob D. de Vos, Fleur V. Y. Tjong
2022	—	`conf`	ECG Analysis to Study Social Connections in Older Cardiac Patients. CinC María Luz Cardo, Alejandra Chuliàn, Samuel Ruipérez-Campillo, José Millet, Francisco Castells, Raquel Cervigón
2022	—	`conf`	Weakly-Supervised Deep Learning for Left Ventricle Fibrosis Segmentation in Cardiac MRI Using Image-Level Labels. CinC Roel C. Klein, Florence E. van Lieshout, Maarten Z. Kolk, Kylian van Geijtenbeek, Romy Vos, Samuel Ruipérez-Campillo, Ruibin Feng, Brototo Deb, Prasanth Ganesan, Reinoud Knops, Ivana Isgum, Sanjiv M. Narayan, Erik J. Bekkers, Bob D. de Vos, Fleur V. Y. Tjong
2021	J	`jnl`	Non-invasive characterisation of macroreentrant atrial tachycardia types from a vectorcardiographic approach with the slow conduction region as a cornerstone. Comput. Methods Programs Biomed. Samuel Ruipérez-Campillo, Sergio Castrejón, Marcel Martínez, Raquel Cervigón, Olivier Meste, José Luis Merino, José Millet, Francisco Castells
2020	—	`conf`	Slow Conduction Regions as a Valuable Vectorcardiographic Parameter for the Non-Invasive Identification of Atrial Flutter Types. CinC Samuel Ruipérez-Campillo, Sergio Castrejón, Marcel Martínez, Raquel Cervigón, Olivier Meste, José Luis Merino, José Millet, Francisco Castells