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
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
Automated Atrial Fibrillation Detection using a Hybrid CNN-LSTM Network on Imbalanced ECG Datasets
Petmezas, Georgios, Haris, Kostas, Stefanopoulos, Leandros, Kilintzis, Vassilis, Tzavelis, Andreas, Rogers, John A, Katsaggelos, Aggelos K, Maglaveras, Nicos
Published in Biomedical signal processing and control (01.01.2021)
Published in Biomedical signal processing and control (01.01.2021)
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Journal Article
Recent advancements and applications of deep learning in heart failure: Α systematic review
Petmezas, Georgios, Papageorgiou, Vasileios E., Vassilikos, Vasileios, Pagourelias, Efstathios, Tsaklidis, George, Katsaggelos, Aggelos K., Maglaveras, Nicos
Published in Computers in biology and medicine (01.06.2024)
Published in Computers in biology and medicine (01.06.2024)
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Journal Article
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters
Wu, Yunan, Rocha, Bruno Machado, Kaimakamis, Evangelos, Cheimariotis, Grigorios-Aris, Petmezas, Georgios, Chatzis, Evangelos, Kilintzis, Vassilis, Stefanopoulos, Leandros, Pessoa, Diogo, Marques, Alda, Carvalho, Paulo, Paiva, Rui Pedro, Kotoulas, Serafeim, Bitzani, Militsa, Katsaggelos, Aggelos K., Maglaveras, Nicos
Published in Expert systems with applications (01.01.2024)
Published in Expert systems with applications (01.01.2024)
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Journal Article
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals
Pessoa, Diogo, Rocha, Bruno Machado, Strodthoff, Claas, Gomes, Maria, Rodrigues, Guilherme, Petmezas, Georgios, Cheimariotis, Grigorios-Aris, Kilintzis, Vassilis, Kaimakamis, Evangelos, Maglaveras, Nicos, Marques, Alda, Frerichs, Inéz, Carvalho, Paulo de, Paiva, Rui Pedro
Published in Computer methods and programs in biomedicine (01.10.2023)
Published in Computer methods and programs in biomedicine (01.10.2023)
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Journal Article
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound
Pessoa, Diogo, Rocha, Bruno Machado, Gomes, Maria, Rodrigues, Guilherme, Petmezas, Georgios, Cheimariotis, Grigorios-Aris, Maglaveras, Nicos, Marques, Alda, Frerichs, Inéz, de Carvalho, Paulo, Paiva, Rui Pedro
Published in Biomedical signal processing and control (01.01.2024)
Published in Biomedical signal processing and control (01.01.2024)
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