Costabal, Francisco Sahli

1. Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields
   2023/07/24 by Catalán, Tabita, Courdurier, Matías, Osses, Axel +3 · 4 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
2. Shape of my heart: Cardiac models through learned signed distance functions
   2023/08/31 by Verhülsdonk, Jan, Grandits, Thomas, Costabal, Francisco Sahli +6 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Generative Hyperelasticity with Physics-Informed Probabilistic Diffusion Fields
   2023/09/11 by Tac, Vahidullah, Rausch, Manuel K, Bilionis, Ilias +2 · 2 citations
   #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
4. Learning atrial fiber orientations and conductivity tensors from\n intracardiac maps using physics-informed neural networks
   2021/02/22 by Thomas Grandits, Grandits, Thomas, Simone Pezzuto +11 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #Atrial Fibrillation Management and Outcomes #Cardiac electrophysiology and arrhythmias #ECG Monitoring and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. PISCO: Self-Supervised k-Space Regularization for Improved Neural Implicit k-Space Representations of Dynamic MRI
   2025/01/16 by Veronika Spieker, Spieker, Veronika, Hannah Eichhorn +21 · 3 citations
   Medicine · Computer Science · #Medical Imaging Techniques and Applications #Neural Networks and Applications #Advanced MRI Techniques and Applications
6. Understanding the dynamics of the frequency bias in neural networks
   2024/05/23 by Juan Antonio López Molina, Molina, Juan, Mircea Petrache +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications