Diogo Marcelo Nogueira

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 10

Top Topics

Physiological Signals

Wavelet Transformation

Optimal Segmentation

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jorge Oliveira, Margarida Carvalho, Diogo Marcelo Nogueira, Miguel Tavares Coimbra
The selection of an optimal segmentation region in physiological signals. Int. Trans. Oper. Res. 30 (1) (2023)
Jorge Oliveira, 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, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Diogo Marcelo Nogueira, Jorge Oliveira, Carlos Gomes Ferreira, Miguel T. Coimbra, Alípio M. Jorge
Can Multi-channel Heart Sounds Analysis improve Murmur Detection? BHI (2022)
Jorge Oliveira, Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge, Miguel T. Coimbra
The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation. EMBC (2022)
Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Abreu Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra
Do we really need a segmentation step in heart sound classification algorithms? EMBC (2021)
Jorge Oliveira, Margarida Carvalho, Diogo Marcelo Nogueira, Miguel T. Coimbra
Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization. CoRR (2020)
Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Elsa Ferreira Gomes, Alípio M. Jorge
Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features. J. Medical Syst. 43 (6) (2019)
Diogo Marcelo Nogueira, Mohammad Nozari Zarmehri, Carlos Abreu Ferreira, Alípio M. Jorge, Luis Antunes
Heart Sounds Classification Using Images from Wavelet Transformation. EPIA (1) (2019)
Jorge Oliveira, Diogo Marcelo Nogueira, Cléber Ramos, Francesco Renna, Carlos Abreu Ferreira, Miguel T. Coimbra
Using Soft Attention Mechanisms to Classify Heart Sounds. EMBC (2019)
Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge
Classifying Heart Sounds Using Images of MFCC and Temporal Features. EPIA (2017)