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ORCIDGrigorios-Aris Cheimariotis
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2020 – today
- 2024
[j7]Diogo Pessoa
, Bruno Miguel Machado Rocha, Maria Gomes, Guilherme Silva Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva:
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound. Biomed. Signal Process. Control. 87(Part A): 105451 (2024)- [j6]Yunan Wu, Bruno Miguel Machado Rocha, Evangelos Kaimakamis, Grigorios-Aris Cheimariotis, Georgios Petmezas, Evangelos Chatzis, Vassilis Kilintzis, Leandros Stefanopoulos, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva, Serafeim Kotoulas, Militsa Bitzani, Aggelos K. Katsaggelos, Nicos Maglaveras:
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters. Expert Syst. Appl. 235: 121089 (2024) - 2023
- [j5]Diogo Pessoa, Bruno Moraes Rocha, Claas Strodthoff, Maria Gomes, Guilherme Silva Rodrigues, Georgios Petmezas, Grigorios-Aris Cheimariotis, Vassilis Kilintzis, Evangelos Kaimakamis, Nicos Maglaveras, Alda Marques, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva:
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals. Comput. Methods Programs Biomed. 240: 107720 (2023) - [j4]Thomas Stogiannopoulos, Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis:
A Study of Machine Learning Regression Techniques for Non-Contact SpO2 Estimation from Infrared Motion-Magnified Facial Video. Inf. 14(6): 301 (2023) - [j3]Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis:
Sound Event Detection in Domestic Environment Using Frequency-Dynamic Convolution and Local Attention. Inf. 14(10): 534 (2023) - [c5]Thomas Stogiannopoulos, Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis:
A non-contact SpO2 estimation using video magnification and infrared data. ICASSP 2023: 1-5 - 2022
- [j2]Georgios Petmezas, Grigorios-Aris Cheimariotis, Leandros Stefanopoulos, Bruno Miguel Machado Rocha, Rui Pedro Paiva, Aggelos K. Katsaggelos, Nicos Maglaveras:
Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function. Sensors 22(3): 1232 (2022) - 2021
- [c4]Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva:
Classification of Electrical Impedance Tomography Data Using Machine Learning. EMBC 2021: 349-353 - [c3]Bruno Moraes Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva:
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. EMBC 2021: 512-516 - [i1]Bruno M. Rocha, Diogo Pessoa, Grigorios-Aris Cheimariotis, Evangelos Kaimakamis, Serafeim-Chrysovalantis Kotoulas, Myrto Tzimou, Nicos Maglaveras, Alda Marques, Paulo de Carvalho, Rui Pedro Paiva:
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients. CoRR abs/2107.13591 (2021)
2010 – 2019
- 2019
- [c2]Evangelos Kaimakamis, Eleni Perantoni, Evangelia Serasli, Vassilios Kilintzis, Ioanna Chouvarda, Grigorios-Aris Cheimariotis, Dimitrios Karamitros, Andreas Raptopoulos, Inéz Frerichs, Josias Wacker, Nikolaos Maglaveras:
Applying translational medicine by Using the WELCOME Remote Monitoring System on Patients with COPD and Comorbidities. BHI 2019: 1-4 - 2017
- [j1]Grigorios-Aris Cheimariotis, Yiannis S. Chatzizisis, Vassilios G. Koutkias, Konstantinos Toutouzas, Andreas Giannopoulos, Maria Riga, Ioanna Chouvarda, Antonios P. Antoniadis, Charalambos Doulaverakis, Ioannis Tsamboulatidis, Ioannis Kompatsiaris, George D. Giannoglou, Nicos Maglaveras:
ARC-OCT: Automatic detection of lumen border in intravascular OCT images. Comput. Methods Programs Biomed. 151: 21-32 (2017) - 2016
- [c1]Grigorios-Aris Cheimariotis, Mariam Al-Mashat, Kostas Haris, Anthony H. Aletras, Jonas Jögi, Marika Bajc, Nikolaos Maglaveras, Einar Heiberg:
Automatic segmentation of lungs in SPECT images using active shape model trained by meshes delineated in CT images. EMBC 2016: 1280-1283
Coauthor Index
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