Katsaggelos AK - Search Results

1

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

Petmezas G, Stefanopoulos L, Kilintzis V, Tzavelis A, Rogers JA, Katsaggelos AK, Maglaveras N. Petmezas G, et al. Among authors: katsaggelos ak. JMIR Med Inform. 2022 Aug 15;10(8):e38454. doi: 10.2196/38454. JMIR Med Inform. 2022. PMID: 35969441 Free PMC article. Review.

2

Hybrid image segmentation using watersheds and fast region merging.

Haris K, Efstratiadis SN, Maglaveras N, Katsaggelos AK. Haris K, et al. Among authors: katsaggelos ak. IEEE Trans Image Process. 1998;7(12):1684-99. doi: 10.1109/83.730380. IEEE Trans Image Process. 1998. PMID: 18276235

3

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

Petmezas G, Cheimariotis GA, Stefanopoulos L, Rocha B, Paiva RP, Katsaggelos AK, Maglaveras N. Petmezas G, et al. Among authors: katsaggelos ak. Sensors (Basel). 2022 Feb 6;22(3):1232. doi: 10.3390/s22031232. Sensors (Basel). 2022. PMID: 35161977 Free PMC article.

4

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

Kilintzis V, Beredimas N, Kaimakamis E, Stefanopoulos L, Chatzis E, Jahaj E, Bitzani M, Kotanidou A, Katsaggelos AK, Maglaveras N. Kilintzis V, et al. Among authors: katsaggelos ak. Healthcare (Basel). 2022 Jan 30;10(2):276. doi: 10.3390/healthcare10020276. Healthcare (Basel). 2022. PMID: 35206889 Free PMC article.

5

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

Woodward SF, Bari S, Vike N, Lalvani S, Stetsiv K, Kim BW, Stefanopoulos L, Maglaveras N, Breiter H, Katsaggelos AK. Woodward SF, et al. Among authors: katsaggelos ak. JMIR Form Res. 2022 Oct 25;6(10):e36656. doi: 10.2196/36656. JMIR Form Res. 2022. PMID: 35763757 Free PMC article.

6

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

Bari S, Vike NL, Stetsiv K, Woodward S, Lalvani S, Stefanopoulos L, Kim BW, Maglaveras N, Breiter HC, Katsaggelos AK. Bari S, et al. Among authors: katsaggelos ak. JMIR Form Res. 2022 Aug 16;6(8):e36444. doi: 10.2196/36444. JMIR Form Res. 2022. PMID: 35763758 Free PMC article.

7

Geometric deep learning on brain shape predicts sex and age.

Besson P, Parrish T, Katsaggelos AK, Bandt SK. Besson P, et al. Among authors: katsaggelos ak. Comput Med Imaging Graph. 2021 Jul;91:101939. doi: 10.1016/j.compmedimag.2021.101939. Epub 2021 May 27. Comput Med Imaging Graph. 2021. PMID: 34082280

8

Nonlinear Unmixing of Hyperspectral Datasets for the Study of Painted Works of Art.

Rohani N, Pouyet E, Walton M, Cossairt O, Katsaggelos AK. Rohani N, et al. Among authors: katsaggelos ak. Angew Chem Int Ed Engl. 2018 Aug 20;57(34):10910-10914. doi: 10.1002/anie.201805135. Epub 2018 Jul 23. Angew Chem Int Ed Engl. 2018. PMID: 29940088

9

Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection.

López-Pérez M, Schmidt A, Wu Y, Molina R, Katsaggelos AK. López-Pérez M, et al. Among authors: katsaggelos ak. Comput Methods Programs Biomed. 2022 Jun;219:106783. doi: 10.1016/j.cmpb.2022.106783. Epub 2022 Mar 30. Comput Methods Programs Biomed. 2022. PMID: 35390723 Free article.

10

Towards Building a Distributed Virtual Flow Meter via Compressed Continual Learning.

Arief HA, Thomas PJ, Constable K, Katsaggelos AK. Arief HA, et al. Among authors: katsaggelos ak. Sensors (Basel). 2022 Dec 15;22(24):9878. doi: 10.3390/s22249878. Sensors (Basel). 2022. PMID: 36560248 Free PMC article.

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