Georgios Petmezas

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Nicos Maglaveras, FEAMBESProfessor - Aristotle University of Thessaloniki - School of Medicine - 2nd Dept. of ObstetricsVerified email at auth.gr
Leandros StefanopoulosR&D Northwestern University & Aristotle University of ThessalonikiVerified email at northwestern.edu
Vassilis KilintzisFoundation for Research and Technology - Hellas & Laboratory of Research and Clinical ApplicationsVerified email at med.auth.gr
Aggelos K KatsaggelosJoseph Cummings Professor of ECE (Courtesy CS and Radiology), Northwestern UniversityVerified email at eecs.northwestern.edu
Rui Pedro PaivaProfessor @ University of Coimbra, PortugalVerified email at dei.uc.pt
Kostas HarisUniversity of West AtticaVerified email at uniwa.gr
John A. RogersSimpson/Querrey Professor, Northwestern UniversityVerified email at northwestern.edu
P CarvalhoProfessor de Engenharia Informática, Universidade de CoimbraVerified email at dei.uc.pt
Diogo PessoaCISUC, Universidade de CoimbraVerified email at dei.uc.pt
Bruno Machado RochaCentre for Informatics and Systems - University of CoimbraVerified email at dei.uc.pt

Georgios Petmezas

Aristole University of Thessaloniki (Greece), Centre for Research and Technology Hellas (CERTH)

Verified email at auth.gr

Biomedical Engineering Deep Learning Signal Processing Visual Computing Data Science


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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	227	2021
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	81	2022
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	22	2022
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	8	2021
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	3	2023
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	2	2024
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	1	2024
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	1	2023
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	1	2022
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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