Classifying Heart Sounds Using Images of MFCC and Temporal Features. - Diogo Marcelo Nogueira; Carlos Abreu Ferreira; Alípio M. Jorge (EPIA, 2017)

Using Soft Attention Mechanisms to Classify Heart Sounds. - Jorge Oliveira 002; Diogo Marcelo Nogueira; Cléber Ramos; Francesco Renna; Carlos Abreu Ferreira; Miguel T. Coimbra (EMBC, 2019)

Heart Sounds Classification Using Images from Wavelet Transformation. - Diogo Marcelo Nogueira; Mohammad Nozari Zarmehri; Carlos Abreu Ferreira; Alípio M. Jorge; Luis Antunes 001 (EPIA (1), 2019)

Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features. - Diogo Marcelo Nogueira; Carlos Abreu Ferreira; Elsa Ferreira Gomes; Alípio M. Jorge (J. Medical Syst., 2019)

Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization. - Jorge Oliveira 002; Margarida Carvalho; Diogo Marcelo Nogueira; Miguel T. Coimbra (CoRR, 2020)

Do we really need a segmentation step in heart sound classification algorithms? - Jorge Oliveira 002; Diogo Marcelo Nogueira; Francesco Renna; Carlos Abreu Ferreira; Alípio M. Jorge; Miguel Tavares Coimbra (EMBC, 2021)

Can Multi-channel Heart Sounds Analysis improve Murmur Detection? - Diogo Marcelo Nogueira; Jorge Oliveira 002; Carlos Gomes Ferreira; Miguel T. Coimbra; Alípio M. Jorge (BHI, 2022)

The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation. - Jorge Oliveira 002; Diogo Marcelo Nogueira; Carlos Abreu Ferreira; Alípio M. Jorge; Miguel T. Coimbra (EMBC, 2022)

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. - Jorge Oliveira 002; Francesco Renna; Paulo Dias Costa; Diogo Marcelo Nogueira; Cristina Oliveira; Carlos Abreu Ferreira; Alípio Mário Jorge; Sandra da Silva Mattos; Thamine Hatem; Thiago Tavares; Andoni Elola; Ali Bahrami Rad; et al. (IEEE J. Biomed. Health Informatics, 2022)

The selection of an optimal segmentation region in physiological signals. - Jorge Oliveira 002; Margarida Carvalho; Diogo Marcelo Nogueira; Miguel Tavares Coimbra (Int. Trans. Oper. Res., 2023)

Histopathological Imaging Dataset for Oral Cancer Analysis: A Study with a Data Leakage Warning. - Diogo Marcelo Nogueira; Elsa Ferreira Gomes (BIOSTEC (1), 2025)

Leveraging Synthetic Data to Develop a Machine Learning Model for Voiding Flow Rate Prediction From Audio Signals. - Marcos Lazaro Alvarez; Alfonso Bahillo; Laura Arjona; Diogo Marcelo Nogueira; Elsa Ferreira Gomes; Alípio M. Jorge (IEEE Access, 2025)