Diogo A.P. Nunes

Diogo A.P. NunesINESC-ID | SA-HLT IID-IT 

D81B-DBD3-C95D
0000-0002-6614-8556
xrN9S4oAAAAJ

213100262     233 diogo.p.nunes@inesc-id.pt

Background

Diogo A. P. Nunes completed his Master's in Informatics and Computer Engineering in January 2021 from the University of Lisbon, Instituto Superior Técnico (IST), and a Bachelor's degree in Informatics and Computer Engineering in 2018 from the same institution. He has been attending the PhD course in Informatics and Computer Engineering at the University of Lisbon, IST, since February 2021, under the supervision of professors David Martins de Matos (IST) and Joana Ferreira Gomes (Faculty of Medicine, University of Porto). He is an Early Stage Researcher at the Institute of Systems and Computer Engineering Research and Development in Lisbon (INESC-ID), at the Human Language Technology (HLT) laboratory, since 2019.

Research Interests

• Natural Language Processing
• Linguistic expression of (chronic) pain
• Cognitive perception of (chronic) pain

Total Publications: 9

Article (Author)

• Modeling Chronic Pain Experiences from Online Reports Using the Reddit Reports of Chronic Pain Dataset
  Diogo A.P. Nunes, Joana Ferreira Gomes, Fani Neto, David Martins de Matos,
  Information, vol. 14, n. 4, pages 1-25, DOI 10.3390/info14040237, April 2023
• Analysis of chronic pain descriptions for base-pathology prediction: the case of rheumatoid arthritis versus spondylitis
  Diogo A.P. Nunes, Joana Ferreira Gomes, Carlos Vaz, Daniela Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
  DOR, December 2022

In Proceedings (Author)

• Chronic Pain Patient Narratives Allow for the Estimation of Current Pain Intensity
  Diogo A.P. Nunes, Joana Ferreira Gomes, Daniela Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
  2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Institute of Electrical and Electronics Engineers Inc., pages 716-719, IEEE, United States of America, June 2023
• Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions
  Diogo A.P. Nunes, Joana Ferreira Gomes, Carlos Vaz, Daniela Santos Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
  12th Congress of the European Pain Federation EFIC, Dublin, Ireland, April 2022

Miscellaneous (Author)

• Todos nós, garantidamente, já sentimos dor física
  Diogo A.P. Nunes,
  , Público, web, April 2023
• Chronic pain patient narratives allow for the estimation of current pain intensity
  Diogo A.P. Nunes, Joana Ferreira Gomes, Carlos Vaz, Daniela Santos Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
  , arXiv, October 2022
• Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions
  Diogo A.P. Nunes, David Martins de Matos, Joana Ferreira Gomes, Fani Neto,
  , https://arxiv.org/abs/2109.00402, September 2021
• Modeling chronic pain experiences from online reports using the Reddit Reports of Chronic Pain dataset
  Diogo A.P. Nunes, David Martins de Matos, Joana Ferreira Gomes, Fani Neto,
  , https://arxiv.org/abs/2108.10218, August 2021

Thesis (Author)

• Chronic pain assessment from patient reports
  Diogo A.P. Nunes, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal, Thesis, January 2021

 

Total Projects: 1

National Projects

• CRAI - Center for Responsible AI
  Unbabel, IAPMEI, Societal Digital Transformation, 2023-01-01 - 2025-12-31