Super resolution of images and video

por Katsaggelos, Aggelos K, Molina, Rafael
Publicado 2007

Machine learning refined: foundations, algorithms, and applications

por Watt, Jeremy, Borhani, Reza, Katsaggelos, Aggelos K
Publicado 2020

Limited-angle computed tomography with deep image and physics priors

por Barutcu, Semih, Aslan, Selin, Katsaggelos, Aggelos K., Gürsoy, Doğa
Publicado 2021

DeepCOVID-Fuse: A Multi-Modality Deep Learning Model Fusing Chest X-rays and Clinical Variables to Predict COVID-19 Risk Levels

por Wu, Yunan, Dravid, Amil, Wehbe, Ramsey Michael, Katsaggelos, Aggelos K.
Publicado 2023

Variational Bayesian causal connectivity analysis for fMRI

por Luessi, Martin, Babacan, S. Derin, Molina, Rafael, Booth, James R., Katsaggelos, Aggelos K.
Publicado 2014

Neuroimaging modality fusion in Alzheimer’s classification using convolutional neural networks

por Punjabi, Arjun, Martersteck, Adam, Wang, Yanran, Parrish, Todd B., Katsaggelos, Aggelos K.
Publicado 2019

Variational Bayesian Pansharpening with Super-Gaussian Sparse Image Priors

por Pérez-Bueno, Fernando, Vega, Miguel, Mateos, Javier, Molina, Rafael, Katsaggelos, Aggelos K.
Publicado 2020

Towards Building a Distributed Virtual Flow Meter via Compressed Continual Learning

por Arief, Hasan Asy’ari, Thomas, Peter James, Constable, Kevin, Katsaggelos, Aggelos K.
Publicado 2022

Learning-based physical models of room-temperature semiconductor detectors with reduced data

por Banerjee, Srutarshi, Rodrigues, Miesher, Ballester, Manuel, Vija, Alexander Hans, Katsaggelos, Aggelos K.
Publicado 2023

State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review

por Petmezas, Georgios, Stefanopoulos, Leandros, Kilintzis, Vassilis, Tzavelis, Andreas, Rogers, John A, Katsaggelos, Aggelos K, Maglaveras, Nicos
Publicado 2022

Neural Networks for Modeling Neural Spiking in S1 Cortex

por Lucas, Alice, Tomlinson, Tucker, Rohani, Neda, Chowdhury, Raeed, Solla, Sara A., Katsaggelos, Aggelos K., Miller, Lee E.
Publicado 2019

Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function

por Petmezas, Georgios, Cheimariotis, Grigorios-Aris, Stefanopoulos, Leandros, Rocha, Bruno, Paiva, Rui Pedro, Katsaggelos, Aggelos K., Maglaveras, Nicos
Publicado 2022

A multicohort geometric deep learning study of age dependent cortical and subcortical morphologic interactions for fluid intelligence prediction

por Wu, Yunan, Besson, Pierre, Azcona, Emanuel A., Bandt, S. Kathleen, Parrish, Todd B., Breiter, Hans C., Katsaggelos, Aggelos K.
Publicado 2022

Learning from crowds in digital pathology using scalable variational Gaussian processes

por López-Pérez, Miguel, Amgad, Mohamed, Morales-Álvarez, Pablo, Ruiz, Pablo, Cooper, Lee A. D., Molina, Rafael, Katsaggelos, Aggelos K.
Publicado 2021

Bayesian analysis of depth resolved OCT attenuation coefficients

por Fiske, Lionel D., Aalders, Maurice C. G., Almasian, Mitra, van Leeuwen, Ton G., Katsaggelos, Aggelos K., Cossairt, Oliver, Faber, Dirk J.
Publicado 2021

CoCross: An ICT Platform Enabling Monitoring Recording and Fusion of Clinical Information Chest Sounds and Imaging of COVID-19 ICU Patients

por Kilintzis, Vassilis, Beredimas, Nikolaos, Kaimakamis, Evangelos, Stefanopoulos, Leandros, Chatzis, Evangelos, Jahaj, Edison, Bitzani, Militsa, Kotanidou, Anastasia, Katsaggelos, Aggelos K., Maglaveras, Nicos
Publicado 2022

Anxiety, Post–COVID-19 Syndrome-Related Depression, and Suicidal Thoughts and Behaviors in COVID-19 Survivors: Cross-sectional Study

por Woodward, Sean F, Bari, Sumra, Vike, Nicole, Lalvani, Shamal, Stetsiv, Khrystyna, Kim, Byoung Woo, Stefanopoulos, Leandros, Maglaveras, Nicos, Breiter, Hans, Katsaggelos, Aggelos K
Publicado 2022

The Relationship Between a History of High-risk and Destructive Behaviors and COVID-19 Infection: Preliminary Study

por Vike, Nicole L, Bari, Sumra, Stetsiv, Khrystyna, Woodward, Sean, Lalvani, Shamal, Stefanopoulos, Leandros, Kim, Byoung Woo, Maglaveras, Nicos, Katsaggelos, Aggelos K, Breiter, Hans C
Publicado 2023

The Prevalence of Psychotic Symptoms, Violent Ideation, and Disruptive Behavior in a Population With SARS-CoV-2 Infection: Preliminary Study

por Bari, Sumra, Vike, Nicole L, Stetsiv, Khrystyna, Woodward, Sean, Lalvani, Shamal, Stefanopoulos, Leandros, Kim, Byoung Woo, Maglaveras, Nicos, Breiter, Hans C, Katsaggelos, Aggelos K
Publicado 2022

Dynamics and heterogeneity of a fate determinant during transition towards cell differentiation

por Peláez, Nicolás, Gavalda-Miralles, Arnau, Wang, Bao, Navarro, Heliodoro Tejedor, Gudjonson, Herman, Rebay, Ilaria, Dinner, Aaron R, Katsaggelos, Aggelos K, Amaral, Luís AN, Carthew, Richard W
Publicado 2015