Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function
Petmezas, Georgios, Cheimariotis, Grigorios-Aris, Stefanopoulos, Leandros, Rocha, Bruno, Paiva, Rui Pedro, Katsaggelos, Aggelos K, Maglaveras, Nicos
Published in Sensors (Basel, Switzerland) (01.02.2022)
Published in Sensors (Basel, Switzerland) (01.02.2022)
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Journal Article
Sparse Bayesian Methods for Low-Rank Matrix Estimation
Babacan, S. Derin, Luessi, Martin, Molina, Rafael, Katsaggelos, Aggelos K.
Published in IEEE transactions on signal processing (01.08.2012)
Published in IEEE transactions on signal processing (01.08.2012)
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Journal Article
DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest Radiographs Trained and Tested on a Large U.S. Clinical Data Set
Wehbe, Ramsey M, Sheng, Jiayue, Dutta, Shinjan, Chai, Siyuan, Dravid, Amil, Barutcu, Semih, Wu, Yunan, Cantrell, Donald R, Xiao, Nicholas, Allen, Bradley D, MacNealy, Gregory A, Savas, Hatice, Agrawal, Rishi, Parekh, Nishant, Katsaggelos, Aggelos K
Published in Radiology (01.04.2021)
Published in Radiology (01.04.2021)
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Journal Article
Neuroimaging modality fusion in Alzheimer's classification using convolutional neural networks
Punjabi, Arjun, Martersteck, Adam, Wang, Yanran, Parrish, Todd B, Katsaggelos, Aggelos K
Published in PloS one (05.12.2019)
Published in PloS one (05.12.2019)
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Journal Article
Limited-angle computed tomography with deep image and physics priors
Barutcu, Semih, Aslan, Selin, Katsaggelos, Aggelos K., Gürsoy, Doğa
Published in Scientific reports (06.09.2021)
Published in Scientific reports (06.09.2021)
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Journal Article
Characterizing major depressive disorder and substance use disorder using heatmaps and variable interactions: The utility of operant behavior and brain structure relationships
Vike, Nicole L, Bari, Sumra, Kim, Byoung Woo, Katsaggelos, Aggelos K, Blood, Anne J, Breiter, Hans C
Published in PloS one (11.03.2024)
Published in PloS one (11.03.2024)
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Journal Article
A multicohort geometric deep learning study of age dependent cortical and subcortical morphologic interactions for fluid intelligence prediction
Wu, Yunan, Besson, Pierre, Azcona, Emanuel A., Bandt, S. Kathleen, Parrish, Todd B., Breiter, Hans C., Katsaggelos, Aggelos K.
Published in Scientific reports (22.10.2022)
Published in Scientific reports (22.10.2022)
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Journal Article
State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review
Petmezas, Georgios, Stefanopoulos, Leandros, Kilintzis, Vassilis, Tzavelis, Andreas, Rogers, John A, Katsaggelos, Aggelos K, Maglaveras, Nicos
Published in JMIR medical informatics (15.08.2022)
Published in JMIR medical informatics (15.08.2022)
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Journal Article
Variational Bayesian Pansharpening with Super-Gaussian Sparse Image Priors
Pérez-Bueno, Fernando, Vega, Miguel, Mateos, Javier, Molina, Rafael, Katsaggelos, Aggelos K.
Published in Sensors (Basel, Switzerland) (16.09.2020)
Published in Sensors (Basel, Switzerland) (16.09.2020)
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Journal Article
Blind Deconvolution Using a Variational Approach to Parameter, Image, and Blur Estimation
Molina, R., Mateos, J., Katsaggelos, A.K.
Published in IEEE transactions on image processing (01.12.2006)
Published in IEEE transactions on image processing (01.12.2006)
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Journal Article
Variable Splitting and Fusing for Image Phase Retrieval
Nyfantis, Petros, Mataran, Pablo Ruiz, Nistazakis, Hector, Tombras, George, Katsaggelos, Aggelos K
Published in Journal of imaging (12.10.2024)
Published in Journal of imaging (12.10.2024)
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Journal Article
Bayesian analysis of depth resolved OCT attenuation coefficients
Fiske, Lionel D., Aalders, Maurice C. G., Almasian, Mitra, van Leeuwen, Ton G., Katsaggelos, Aggelos K., Cossairt, Oliver, Faber, Dirk J.
Published in Scientific reports (26.01.2021)
Published in Scientific reports (26.01.2021)
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Journal Article