Grigorios-Aris Cheimariotis

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Automatic Detection

Top Venues

Comput. Methods Programs Biomed.

Publications

Diogo Pessoa, Bruno Miguel Machado Rocha, Maria Gomes, Guilherme 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) (2024)
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 (2024)
Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis
Sound Event Detection in Domestic Environment Using Frequency-Dynamic Convolution and Local Attention. Inf. 14 (10) (2023)
Diogo Pessoa, Bruno Moraes Rocha, Claas Strodthoff, Maria Gomes, Guilherme 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 (2023)
Thomas Stogiannopoulos, Grigorios-Aris Cheimariotis, Nikolaos Mitianoudis
A non-contact SpO2 estimation using video magnification and infrared data. ICASSP (2023)
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) (2023)
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) (2022)
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 (2021)
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)
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)
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)
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 (2017)
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)