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Wearable Electronics for Effective Lung Monitoring

Deliverables

Validation Handbook

A complete guide for setting up commissioning and evaluating WELMO system during the pilots

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Publications

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

Author(s): Rocha BM, Pessoa D, Cheimariotis G, Kaimakamis E, Kotoulas S, Tzimou M, Maglaveras N, Marques A, Carvalho Pd, Paiva RP
Published in: 2021
Publisher: ArxiV
DOI: 10.1109/embc46164.2021.9630734

Classification of Electrical Impedance Tomography Data Using Machine Learning

Author(s): Diogo Pessoa, Bruno Machado Rocha, Grigorios-Aris Cheimariotis, Kostas Haris, Claas Strodthoff, Evangelos Kaimakamis, Nicos Maglaveras, Inéz Frerichs, Paulo de Carvalho, Rui Pedro Paiva
Published in: 2021
Publisher: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
DOI: 10.1109/embc46164.2021.9629961

Automatic Classification of Adventitious Respiratory Sounds: A (Un)Solved Problem?

Author(s): Bruno Machado Rocha, Diogo Pessoa, Alda Marques, Paulo Carvalho, Rui Pedro Paiva
Published in: Sensors, 21/1, 2021, Page(s) 57, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21010057

CoCross: An ICT Platform Enabling Monitoring Recording and Fusion of Clinical Information Chest Sounds and Imaging of COVID-19 ICU Patients

Author(s): V. Kilintzis, N. Beredimas, E. Kaimakamis, L. Stefanopoulos, E. Chatzis, E. Jahaj, M. Bitzani, A. Kotanidou, A.K. Katsaggelos, N. Maglaveras
Published in: TeleHealth and Digital Healthcare, 22279032, 2022, ISSN 2227-9032
Publisher: MDPI
DOI: 10.3390/healthcare10020276

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

Author(s): Petmezas Georgios, Grigorios-Aris Cheimariotis, Leandros Stefanopoulos, Bruno Rocha, Rui Pedro Paiva, Aggelos K. Katsaggelos, and Nicos Maglaveras
Published in: Special Issue Physiological Sound Acquisition and Processing II, 14248220, 2022, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22031232

An open access database for the evaluation of respiratory sound classification algorithms

Author(s): Bruno M Rocha, Dimitris Filos, Luís Mendes, Gorkem Serbes, Sezer Ulukaya, Yasemin P Kahya, Nikša Jakovljevic, Tatjana L Turukalo, Ioannis M Vogiatzis, Eleni Perantoni, Evangelos Kaimakamis, Pantelis Natsiavas, Ana Oliveira, Cristina Jácome, Alda Marques, Nicos Maglaveras, Rui Pedro Paiva, Ioanna Chouvarda, Paulo de Carvalho
Published in: Physiological Measurement, 40/3, 2019, Page(s) 035001, ISSN 1361-6579
Publisher: IOP Publishing Ltd.
DOI: 10.1088/1361-6579/ab03ea

Multimodal remote chest monitoring system with wearable sensors: a validation study in healthy subjects

Author(s): Inéz Frerichs, Barbara Vogt, Josias Wacker, Rita Paradiso, Fabian Braun, Michael Rapin, Laura Caldani, Olivier Chételat, Norbert Weiler
Published in: Physiological Measurement, 41/1, 2020, Page(s) 015006, ISSN 1361-6579
Publisher: IOP Publishing Ltd.
DOI: 10.1088/1361-6579/ab668f

A Wearable Stethoscope for Long-Term Ambulatory Respiratory Health Monitoring

Author(s): Gürkan Yilmaz, Michaël Rapin, Diogo Pessoa, Bruno M. Rocha, Antonio Moreira de Sousa, Roberto Rusconi, Paulo Carvalho, Josias Wacker, Rui Pedro Paiva and Olivier Chételat
Published in: Sensors, 2020, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s20185124

Identification and analysis of stable breathing periods in electrical impedance tomography recordings

Author(s): K Haris, B Vogt, C Strodthoff, D Pessoa, G-A Cheimariotis, B Rocha, G Petmezas, N Weiler, R P Paiva, P de Carvalho, N Maglaveras, I Frerichs
Published in: Physiological Measurement, 42/6, 2021, Page(s) 064003, ISSN 0967-3334
Publisher: Institute of Physics Publishing
DOI: 10.1088/1361-6579/ac08e5

Feature Engineering for the Detection and Classification of Respiratory Sounds.

Author(s): Rui P. Paiva, B.M. Rocha, C. Teixeira, J. Henriques, P. Carvalho
Published in: MEDICON 2019, 2019
Publisher: MEDICON

Personalized decision support for remote COPD patient monitoring (Abstract)

Author(s): V. Kilintzis, N. Beredimas, I. Chouvarda, E. Perantoni, E. Kaimakamis, N. Maglaveras
Published in: MEDICON 2019, 2019
Publisher: MEDICON 2019

Wearable electrical impedance tomography for the detection of regional lung volumes and ventilation.

Author(s): I. Frerichs, J. Wacker, R. Paradiso, C. Strodthoff and O. Chetelat.
Published in: MEDICON 2019, 2019
Publisher: MEDICON