Diogo Marcelo Nogueira

14 papers Misc 1Journal 6Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
A Comparative Study of Deep Learning Approaches for Leishmania Detection in Microscopic Images.
BIOSTEC (1)
Eduardo Monteiro, Diogo Marcelo Nogueira, Elsa Ferreira Gomes
2025 — conf
Histopathological Imaging Dataset for Oral Cancer Analysis: A Study with a Data Leakage Warning.
BIOSTEC (1)
Diogo Marcelo Nogueira, Elsa Ferreira Gomes
2025 J jnl
Leveraging Synthetic Data to Develop a Machine Learning Model for Voiding Flow Rate Prediction From Audio Signals.
IEEE Access
Marcos Lazaro Alvarez, Alfonso Bahillo, Laura Arjona, Diogo Marcelo Nogueira, Elsa Ferreira Gomes, Alípio M. Jorge
2023 J jnl
The selection of an optimal segmentation region in physiological signals.
Int. Trans. Oper. Res.
Jorge Oliveira, Margarida Carvalho, Diogo Marcelo Nogueira, Miguel Tavares Coimbra
2022 — conf
Can Multi-channel Heart Sounds Analysis improve Murmur Detection?
BHI
Diogo Marcelo Nogueira, Jorge Oliveira, Carlos Gomes Ferreira, Miguel T. Coimbra, Alípio M. Jorge
2022 J jnl
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
IEEE J. Biomed. Health Informatics
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos 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
2022 — conf
The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation.
EMBC
Jorge Oliveira, Diogo Marcelo Nogueira, Carlos Ferreira, Alípio M. Jorge, Miguel T. Coimbra
2021 — conf
Do we really need a segmentation step in heart sound classification algorithms?
EMBC
Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra
2021 J jnl
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
CoRR
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Ferreira, Alípio M. Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra
2020 J jnl
Segmentation and Optimal Region Selection of Physiological Signals using Deep Neural Networks and Combinatorial Optimization.
CoRR
Jorge Oliveira, Margarida Carvalho, Diogo Marcelo Nogueira, Miguel T. Coimbra
2019 J jnl
Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features.
J. Medical Syst.
Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Elsa Ferreira Gomes, Alípio M. Jorge
2019 — conf
Heart Sounds Classification Using Images from Wavelet Transformation.
EPIA (1)
Diogo Marcelo Nogueira, Mohammad Nozari Zarmehri, Carlos Abreu Ferreira, Alípio M. Jorge, Luis Antunes
2019 — conf
Using Soft Attention Mechanisms to Classify Heart Sounds.
EMBC
Jorge Oliveira, Diogo Marcelo Nogueira, Cléber Ramos, Francesco Renna, Carlos Ferreira, Miguel T. Coimbra
2017 Misc conf
Classifying Heart Sounds Using Images of MFCC and Temporal Features.
EPIA
Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge