Back to the future: the novel art of digital auscultation applied in a prospective observational study of critically ill Covid-19 patients E Kaimakamis, S Kotoulas, M Tzimou, C Karachristos, C Giannaki, ... Pneumonia 16 (1), 9, 2024 | | 2024 |
A Comparison Study of Deep Learning Methodologies for Music Emotion Recognition PL Louro, H Redinho, R Malheiro, RP Paiva, R Panda Sensors 24 (7), 2201, 2024 | | 2024 |
Decoding Music-Evoked Valence and Arousal: Unraveling the Neural Correlates of Naturalistic Music Characteristics through fMRI A Sayal, AG Guedes, I Almeida, DJ Pereira, C Lima, R Panda, RP Paiva, ... bioRxiv, 2024.02. 27.582309, 2024 | | 2024 |
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound D Pessoa, BM Rocha, M Gomes, G Rodrigues, G Petmezas, ... Biomedical Signal Processing and Control 87, 105451, 2024 | 1 | 2024 |
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 | 5 | 2024 |
A Pattern Recognition Framework to Investigate the Neural Correlates of Music AG Guedes, A Sayal, R Panda, RP Paiva, B Direito 29th Portuguese Conference on Pattern Recognition (RECPAD 2023), 26-27, 2023 | | 2023 |
Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture D Pessoa, G Petmezas, VE Papageorgiou, BM Rocha, L Stefanopoulos, ... 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 3 | 2023 |
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 | 5 | 2023 |
Wearable pulmonary monitoring system with integrated functional lung imaging and chest sound recording: a clinical investigation in healthy subjects I Frerichs, R Paradiso, V Kilintzis, BM Rocha, F Braun, M Rapin, L Caldani, ... Physiological Measurement 44 (4), 045002, 2023 | 5 | 2023 |
Automatic wheeze segmentation using harmonic-percussive source separation and empirical mode decomposition BM Rocha, D Pessoa, A Marques, P de Carvalho, RP Paiva IEEE Journal of Biomedical and Health Informatics, 2023 | 7 | 2023 |
Audio Features for Music Emotion Recognition: a Survey R Panda, RM Malheiro, RP Paiva IEEE Transactions on Affective Computing 14 (1), 68-88, 2023 | 111 | 2023 |
Classification of Adventitious Respiratory Sound Events: A Stratified Analysis T Fernandes, BM Rocha, D Pessoa, P de Carvalho, RP Paiva 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 3 | 2022 |
Wearable lung monitoring device with integrated non-invasive chest imaging and sound recording: a clinical validation study I Frerichs, J Wacker, R Paradiso, V Kilintzis, BM Rocha, F Braun, M Rapin, ... European Respiratory Journal 60 (suppl 66), 2022 | | 2022 |
Multiple Instance Learning Using 3D Features for Melanoma Detection PMM Pereira, LA Thomaz, LMN Tavora, PAA Assuncao, R Fonseca-Pinto, ... IEEE Access 10, 76296-76309, 2022 | 9 | 2022 |
Wearable Sensing and Intelligent Data Analysis for Respiratory Management RP Paiva, P de Carvalho, V Kilintzis Academic Press, 2022 | 3 | 2022 |
Respiratory image analysis I Frerichs, Z Zhao, M Dai, F Braun, M Proença, M Rapin, J Wacker, ... Wearable Sensing and Intelligent Data Analysis for Respiratory Management …, 2022 | 1 | 2022 |
Automated respiratory sound analysis D Pessoa, BM Rocha, P de Carvalho, RP Paiva Wearable Sensing and Intelligent Data Analysis for Respiratory Management …, 2022 | 2 | 2022 |
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 | 85 | 2022 |
Melanoma classification using light-Fields with morlet scattering transform and CNN: Surface depth as a valuable tool to increase detection rate PMM Pereira, LA Thomaz, LMN Tavora, PAA Assuncao, ... Medical Image Analysis 75, 102254, 2022 | 17 | 2022 |
Skin lesion classification using features of 3D border lines PMM Pereira, LA Thomaz, LMN Tavora, PAA Assuncao, R Fonseca-Pinto, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 1 | 2021 |