Guillermo Jiménez-Pérez

16 papers B 1Journal 6Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	DiNO-Diffusion: Scaling Medical Diffusion Models via Self-Supervised Pre-Training. MIUA (1) Guillermo Jiménez-Pérez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi
2025	J	`jnl`	Towards Selection of Large Multimodal Models as Engines for Burned-in Protected Health Information Detection in Medical Images. CoRR Tuan Truong, Guillermo Jiménez-Pérez, Pedro Osório, Matthias Lenga
2024	J	`jnl`	DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training. CoRR Guillermo Jiménez-Pérez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi
2023	—	`conf`	Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis. CinC Álvaro José Bocanegra, Diego Penela, Rafael Sebastián, Guillermo Jiménez-Pérez, Andrea Saglietto, David Soto-Iglesias, Antonio Berruezo, Gemma Piella, Oscar Camara
2023	J	`jnl`	Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology. CoRR Pedro Osório, Guillermo Jiménez-Pérez, Javier Montalt-Tordera, Jens Hooge, Guillem Duran Ballester, Shivam Singh, Moritz Radbruch, Ute Bach, Sabrina Schroeder, Krystyna Siudak, Julia Vienenkoetter, Bettina Lawrenz, Sadegh Mohammadi
2022	—	`—`	Deep learning and unsupervised machine learning for the quantification and interpretation of electrocardiographic signals. Guillermo Jiménez-Pérez
2022	—	`conf`	Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. STACOM@MICCAI Marta Saiz-Vivó, Jordi Mill, Josquin Harrison, Guillermo Jiménez-Pérez, Benoit Legghe, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara
2021	—	`conf`	Benchmark of deep learning algorithms for the automatic screening in electrocardiograms transmitted by implantable cardiac devices. CinC Narimane Gassa, Benjamin Sacristan, Nejib Zemzemi, Maxime Laborde, Juan Garrido Oliver, Clara Matencio Perabla, Guillermo Jiménez-Pérez, Oscar Camara, Sylvain Ploux, Marc Strik, Pierre Bordachar, Rémi Dubois
2021	J	`jnl`	Generalizing electrocardiogram delineation: training convolutional neural networks with synthetic data augmentation. CoRR Guillermo Jiménez-Pérez, Juan Acosta, Alejandro Alcaine, Oscar Camara
2021	—	`conf`	Mobile App for the Digitization and Deep-Learning-Based Classification of Electrocardiogram Printed Records. CinC Alba Isabel, Guillermo Jiménez-Pérez, Oscar Camara, Etelvino Silva
2021	J	`jnl`	Towards assisted electrocardiogram interpretation using an AI-enabled Augmented Reality headset. Comput. methods Biomech. Biomed. Eng. Imaging Vis. P. Lampreave, Guillermo Jiménez-Pérez, I. Sanz, Alberto Gómez, Oscar Camara
2020	J	`jnl`	ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks. CoRR Guillermo Jiménez-Pérez, Alejandro Alcaine, Oscar Camara
2019	—	`conf`	Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage. STACOM@MICCAI Xabier Morales, Jordi Mill, Kristine A. Juhl, Andy L. Olivares, Guillermo Jiménez-Pérez, Rasmus R. Paulsen, Oscar Camara
2019	—	`conf`	U-Net Architecture for the Automatic Detection and Delineation of the Electrocardiogram. CinC Guillermo Jiménez-Pérez, Alejandro Alcaine, Oscar Camara
2012	B	`conf`	Collaborative Agents Framework for the Internet of Things. Intelligent Environments (Workshops) Priscila Angulo-Lopez, Guillermo Jiménez-Pérez
1997	—	`conf`	Memory Simulators and Software Generators. SSR Guillermo Jiménez-Pérez, Don S. Batory