Quenaz B Soares, Douglas A Andrade, Estela Ribeiro, Renata G S Verardino, Tallita C Reis, Nelson Samesima, Rosangela Monteiro, Fábio B Jatene, Marco A Gutierrez . Clinical Assessment of a Lightweight CNN Model for Real-Time Atrial Fibrillation Prediction in Continuous Wearable Monitoring,” 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2024, pp. 1-4, doi: 10.1109/EMBC53108.2024.10781856.

Estela Ribeiro, Diego A C Cardenas, Felipe M Dias, Jose E Krieger, Marco A Gutierrez. Explainable artificial intelligence in deep learning-based detection of aortic elongation on chest X-ray images. Eur Heart J Digit Health. 2024 Jun 25;5(5):524-534. doi: 10.1093/ehjdh/ztae045.

Estela Ribeiro, Felipe M Dias, José E Krieger, Marco A Gutierrez. Enhancing Interpretability in Image-Based ECG exams for Atrial Fibrillation Classification Using Deep Learning (August 12, 2024). doi: 10.2139/ssrn.4685963

Filipe AC Oliveira, Felipe M Dias, Marcelo AF Toledo, Diego AC Cardenas, Douglas A Almeida, Estela Ribeiro, Jose E Krieger, Marco A Gutierrez. Machine Learning-Based Diabetes Detection Using Photoplethysmography Signal Features. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO APLICADA À SAÚDE (SBCAS), 24. , 2024, Goiânia/GO. Anais […]. Porto Alegre: Sociedade Brasileira de Computação, 2024 . p. 94-105. ISSN 2763-8952. doi: 10.5753/sbcas.2024.1889.

Douglas A Almeida, Felipe M Dias, Marcelo AF Toledo, Diego AC Cardenas, Filipe AC Oliveira, Estela Ribeiro, Jose E Krieger, Marco A Gutierrez. A machine-learning sleep-wake classification model using a reduced number of features derived from photoplethysmography and activity signals. In: SIMPÓSIO BRASILEIRO DE COMPUTAÇÃO APLICADA À SAÚDE (SBCAS), 24. , 2024, Goiânia/GO. Anais […]. Porto Alegre: Sociedade Brasileira de Computação, 2024 . p. 61-69. ISSN 2763-8952. doi: 10.5753/sbcas.2024.1872.

Diego AC Cardenas, Felipe M Dias, Marcelo AF Toledo, Filipe AC Oliveira, Estela Ribeiro, Ramon A Moreno, Jose E Krieger, Marco A Gutierrez. Estimating Blood Pressure from PPG Signals Using a Dual Calibration Siamese Network Approach. In: XXIX CONGRESSO BRASILEIRO DE ENGENHARIA BIOMÉDICA – CBEB 2024, Ribeirão Preto. , Anais do CBEB 2024, SBEB, 2024.

R Laranjeira, Felipe M Dias, Estela Ribeiro, Marco A Gutierrez, TD Cordeiro. Multimodal Neural Network for Atrial Fibrillation Classification from Single-Lead ECG Recordings. In: XXIX CONGRESSO BRASILEIRO DE ENGENHARIA BIOMÉDICA – CBEB 2024, Ribeirão Preto. Anais do CBEB 2024, SBEB, 2024.

Felipe M Dias, Estela Ribeiro, Quenaz B Soares, Jose E Krieger, Marco A Gutierrez. Image-Based Electrocardiogram Classification using Pre-trained ConvNext. In: 51st international Computing in Cardiology Conference, 2024. Proceedings of CinC2024.