Guillermo Jiménez-Pérez

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 11

Top Topics

Diffusion Model

Intracranial Aneurysms

Top Venues

Comput. methods Biomech. Biomed. Eng. Imaging Vis.

Publications

Guillermo Jiménez-Pérez, Pedro Osório, Josef Cersovsky, Javier Montalt-Tordera, Jens Hooge, Steffen Vogler, Sadegh Mohammadi
DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training. CoRR (2024)
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
Latent Diffusion Models with Image-Derived Annotations for Enhanced AI-Assisted Cancer Diagnosis in Histopathology. CoRR (2023)
Álvaro José Bocanegra, Diego Penela, Rafael Sebastián, Guillermo Jiménez-Pérez, Andrea Saglietto, David Soto-Iglesias, Antonio Berruezo, Gemma Piella, Oscar Camara
Automatic Prediction of the Origin in Outflow Tract Ventricular Arrhythmias with Machine Learning Combining Clinical Data and Electrocardiogram Analysis. CinC (2023)
Marta Saiz-Vivó, Jordi Mill, Josquin Harrison, Guillermo Jiménez-Pérez, Benoit Legghe, Xavier Iriart, Hubert Cochet, Gemma Piella, Maxime Sermesant, Oscar Camara
Unsupervised Machine Learning Exploration of Morphological and Haemodynamic Indices to Predict Thrombus Formation in the Left Atrial Appendage. STACOM@MICCAI (2022)
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
Benchmark of deep learning algorithms for the automatic screening in electrocardiograms transmitted by implantable cardiac devices. CinC (2021)
Guillermo Jiménez-Pérez, Juan Acosta, Alejandro Alcaine, Oscar Camara
Generalizing electrocardiogram delineation: training convolutional neural networks with synthetic data augmentation. CoRR (2021)
P. Lampreave, Guillermo Jiménez-Pérez, I. Sanz, Alberto Gómez, Oscar Camara
Towards assisted electrocardiogram interpretation using an AI-enabled Augmented Reality headset. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9 (4) (2021)
Alba Isabel, Guillermo Jiménez-Pérez, Oscar Camara, Etelvino Silva
Mobile App for the Digitization and Deep-Learning-Based Classification of Electrocardiogram Printed Records. CinC (2021)
Guillermo Jiménez-Pérez, Alejandro Alcaine, Oscar Camara
ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks. CoRR (2020)
Guillermo Jiménez-Pérez, Alejandro Alcaine, Oscar Camara
U-Net Architecture for the Automatic Detection and Delineation of the Electrocardiogram. CinC (2019)
Xabier Morales, Jordi Mill, Kristine A. Juhl, Andy L. Olivares, Guillermo Jiménez-Pérez, Rasmus R. Paulsen, Oscar Camara
Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the Left Atrial Appendage. STACOM@MICCAI (2019)
Priscila Angulo-Lopez, Guillermo Jiménez-Pérez
Collaborative Agents Framework for the Internet of Things. Intelligent Environments (Workshops) (2012)
Guillermo Jiménez-Pérez, Don S. Batory
Memory Simulators and Software Generators. SSR (1997)