Grigorios-Aris Cheimariotis

According to our database, Grigorios-Aris Cheimariotis authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters.

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

Expert Syst. Appl., January, 2024

Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound.

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

Biomed. Signal Process. Control., January, 2024

2023

BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals.

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

Comput. Methods Programs Biomed., October, 2023

A Study of Machine Learning Regression Techniques for Non-Contact SpO2 Estimation from Infrared Motion-Magnified Facial Video.

Thomas Stogiannopoulos, Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis

Inf., 2023

Sound Event Detection in Domestic Environment Using Frequency-Dynamic Convolution and Local Attention.

Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis

Inf., 2023

A non-contact SpO2 estimation using video magnification and infrared data.

Thomas Stogiannopoulos, Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Automated Lung Sound Classification Using a Hybrid CNN-LSTM Network and Focal Loss Function.

Georgios Petmezas, Grigorios-Aris Cheimariotis, Leandros Stefanopoulos, Bruno Miguel Machado Rocha, Rui Pedro Paiva, Aggelos K. Katsaggelos, Nicos Maglaveras

Sensors, 2022

2021

Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients.

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

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Classification of Electrical Impedance Tomography Data Using Machine Learning.

Diogo Pessoa, Bruno Moraes Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019

Applying translational medicine by Using the WELCOME Remote Monitoring System on Patients with COPD and Comorbidities.

Evangelos Kaimakamis, Eleni Perantoni, Evangelia Serasli, Vassilios Kilintzis, Ioanna Chouvarda, Grigorios-Aris Cheimariotis, Dimitrios Karamitros, Andreas Raptopoulos, Inéz Frerichs, Josias Wacker, Nikolaos Maglaveras

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2017

ARC-OCT: Automatic detection of lumen border in intravascular OCT images.

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

Comput. Methods Programs Biomed., 2017

2016

Automatic segmentation of lungs in SPECT images using active shape model trained by meshes delineated in CT images.

Grigorios-Aris Cheimariotis, Mariam Al-Mashat, Kostas Haris, Anthony H. Aletras, Jonas Jögi, Marika Bajc, Nikolaos Maglaveras, Einar Heiberg

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016