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Georgios Petmezas
Georgios Petmezas
Aristole University of Thessaloniki (Greece), Centre for Research and Technology Hellas (CERTH)
Verified email at auth.gr
Title
Cited by
Cited by
Year
Automated atrial fibrillation detection using a hybrid CNN-LSTM network on imbalanced ECG datasets
G Petmezas, K Haris, L Stefanopoulos, V Kilintzis, A Tzavelis, JA Rogers, ...
Biomedical Signal Processing and Control 63, 102194, 2021
2282021
Automated lung sound classification using a hybrid CNN-LSTM network and focal loss function
G Petmezas, GA Cheimariotis, L Stefanopoulos, B Rocha, RP Paiva, ...
Sensors 22 (3), 1232, 2022
822022
State-of-the-art deep learning methods on electrocardiogram data: systematic review
G Petmezas, L Stefanopoulos, V Kilintzis, A Tzavelis, JA Rogers, ...
JMIR medical informatics 10 (8), e38454, 2022
252022
Identification and analysis of stable breathing periods in electrical impedance tomography recordings
K Haris, B Vogt, C Strodthoff, D Pessoa, GA Cheimariotis, B Rocha, ...
Physiological Measurement 42 (6), 064003, 2021
92021
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters
Y Wu, BM Rocha, E Kaimakamis, GA Cheimariotis, G Petmezas, ...
Expert Systems with Applications 235, 121089, 2024
32024
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals
D Pessoa, BM Rocha, C Strodthoff, M Gomes, G Rodrigues, G Petmezas, ...
Computer Methods and Programs in Biomedicine 240, 107720, 2023
32023
Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture
D Pessoa, G Petmezas, VE Papageorgiou, BM Rocha, L Stefanopoulos, ...
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023
22023
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound
D Pessoa, BM Rocha, M Gomes, G Rodrigues, G Petmezas, ...
Biomedical Signal Processing and Control 87, 105451, 2024
12024
Respiratory image analysis
I Frerichs, Z Zhao, M Dai, F Braun, M Proença, M Rapin, J Wacker, ...
Wearable Sensing and Intelligent Data Analysis for Respiratory Management …, 2022
12022
Recent Advancements and Applications of Deep Learning in Heart Failure: Α Systematic Review
G Petmezas, VE Papageorgiou, V Vassilikos, E Pagourelias, G Tsaklidis, ...
Computers in Biology and Medicine, 108557, 2024
2024
Development of a Mobile Patient App for Chronic Respiratory Disease Patients
E Chatzis, L Stefanopoulos, V Kilintzis, E Kaimakamis, E Lekka, ...
International Conference on Biomedical and Health Informatics, 262-269, 2022
2022
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