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About
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About

Diogo Marcelo Esterlita Nogueira, I was born on March 27, 1990. I am from São João da Pesqueira, Viseu and presently I live in Porto.

I am graduated in Biomedical Engineering by the University of Trás-os-Montes and Alto Douro (concluded in 2011) and I completed my Master's degree in Medical Physics, by the Faculty of Sciences of the University of Porto in 2014.

I started my professional career at INESC TEC in 2012, at the former Optoelectronics and Electronic Systems Unit, which today is called Center of Applied Photonics. During this period, I collaborated in the EYEFRY research project, whose participation ended in 2016.

In 2016 I joined another INESC TEC center, the LIAAD, and currently i'm working in the area of data mining and machine learning.

Interest
Topics
Details

Details

  • Name

    Diogo Marcelo Nogueira
  • Cluster

    Computer Science
  • Role

    Research Assistant
  • Since

    15th November 2012
001
Publications

2021

Do we really need a segmentation step in heart sound classification algorithms?

Authors
Oliveira, J; Nogueira, DM; Renna, F; Ferreira, CA; Jorge, AM; Coimbra, MT;

Publication
43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021

Abstract

2021

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification

Authors
Oliveira J.H.; Renna F.; Costa P.; Nogueira D.; Oliveira C.; Ferreira C.; Jorge A.; Mattos S.; Hatem T.; Tavares T.; Elola A.; Rad A.; Sameni R.; Clifford G.D.; Coimbra M.T.;

Publication
CoRR

Abstract

2019

Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features

Authors
Nogueira, DM; Ferreira, CA; Gomes, EF; Jorge, AM;

Publication
Journal of Medical Systems

Abstract

2019

Heart Sounds Classification Using Images from Wavelet Transformation

Authors
Nogueira, DM; Zarmehri, MN; Ferreira, CA; Jorge, AM; Antunes, L;

Publication
Progress in Artificial Intelligence - Lecture Notes in Computer Science

Abstract

2019

Using Soft Attention Mechanisms to Classify Heart Sounds

Authors
Oliveira, J; Nogueira, M; Ramos, C; Renna, F; Ferreira, C; Coimbra, M;

Publication
2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Abstract