| 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 | 87 | 2022 |
| Accurate and reproducible reconstruction of coronary arteries and endothelial shear stress calculation using 3D OCT: comparative study to 3D IVUS and 3D QCA K Toutouzas, YS Chatzizisis, M Riga, A Giannopoulos, AP Antoniadis, ... Atherosclerosis 240 (2), 510-519, 2015 | 79 | 2015 |
| Association of global and local low endothelial shear stress with high-risk plaque using intracoronary 3D optical coherence tomography: Introduction of ‘shear stress score’ YS Chatzizisis, K Toutouzas, AA Giannopoulos, M Riga, AP Antoniadis, ... European Heart Journal-Cardiovascular Imaging 18 (8), 888-897, 2017 | 37 | 2017 |
| ARCOCT: Automatic detection of lumen border in intravascular OCT images GA Cheimariotis, YS Chatzizisis, VG Koutkias, K Toutouzas, ... Computer Methods and Programs in Biomedicine 151, 21-32, 2017 | 21 | 2017 |
| Clinical validation of an algorithm for rapid and accurate automated segmentation of intracoronary optical coherence tomography images YS Chatzizisis, VG Koutkias, K Toutouzas, A Giannopoulos, I Chouvarda, ... International journal of cardiology 172 (3), 568-580, 2014 | 18 | 2014 |
| Automatic lung segmentation in functional SPECT images using active shape models trained on reference lung shapes from CT GA Cheimariotis, M Al-Mashat, K Haris, AH Aletras, J Jögi, M Bajc, ... Annals of nuclear medicine 32, 94-104, 2018 | 15 | 2018 |
| An ultrasonographic multiparametric carotid plaque risk index associated with cerebrovascular symptomatology: A study comparing color Doppler imaging and contrast-enhanced … V Rafailidis, I Chryssogonidis, C Xerras, E Grisan, GA Cheimariotis, ... American Journal of Neuroradiology 40 (6), 1022-1028, 2019 | 14 | 2019 |
| 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 | 10 | 2021 |
| A Study of Machine Learning Regression Techniques for Non-Contact SpO2 Estimation from Infrared Motion-Magnified Facial Video T Stogiannopoulos, GA Cheimariotis, N Mitianoudis Information 14 (6), 301, 2023 | 9 | 2023 |
| Applying translational medicine by using the welcome remote monitoring system on patients with COPD and comorbidities E Kaimakamis, E Perantoni, E Serasli, V Kilintzis, I Chouvarda, ... 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 8 | 2019 |
| 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 | 7 | 2023 |
| Classification of electrical impedance tomography data using machine learning D Pessoa, BM Rocha, GA Cheimariotis, K Haris, C Strodthoff, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 7 | 2021 |
| Deep learning method to detect plaques in IVOCT images GA Cheimariotis, M Riga, K Toutouzas, D Tousoulis, A Katsaggelos, ... Future Trends in Biomedical and Health Informatics and Cybersecurity in …, 2020 | 7 | 2020 |
| Does Quantification of Carotid Plaque Surface Irregularities Better Detect Symptomatic Plaques Compared to the Subjective Classification? V Rafailidis, I Chryssogonidis, E Grisan, C Xerras, GA Cheimariotis, ... Journal of Ultrasound in Medicine 38 (12), 3163-3171, 2019 | 7 | 2019 |
| Automatic segmentation of lungs in SPECT images using active shape model trained by meshes delineated in CT images C Grigorios-Aris, AM Mariam, H Kostas, AH Anthony, J Jonas, B Marika, ... 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 7 | 2016 |
| 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 | 6 | 2024 |
| Automatic characterization of plaques and tissue in IVOCT images using a multi-step convolutional neural network framework GA Cheimariotis, M Riga, K Toutouzas, D Tousoulis, A Katsaggelos, ... World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2019 | 6 | 2019 |
| Automatic classification of A-lines in intravascular OCT images using deep learning and estimation of attenuation coefficients GA Cheimariotis, M Riga, K Haris, K Toutouzas, AK Katsaggelos, ... Applied Sciences 11 (16), 7412, 2021 | 4 | 2021 |
| A non-contact SpO2 estimation using video magnification and infrared data T Stogiannopoulos, GA Cheimariotis, N Mitianoudis ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients BM Rocha, D Pessoa, GA Cheimariotis, E Kaimakamis, SC Kotoulas, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 2 | 2021 |
