Diogo A.P. Nunes
From HLT@INESC-ID
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: 11
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)
- Advancing the prediction and understanding of placebo responses in chronic back pain using large language models
Diogo A.P. Nunes, Dan Furer, Sara Berger, Guillermo Cecchi, Joana Ferreira Gomes, Fani Neto, David Martins de Matos, Apkar Vania Apkarian, Paulo Branco,
, https://www.medrxiv.org/content/10.1101/2025.01.21.25320888v1Instituto Superior Técnico, Universidade de Lisboa, IBM Research, INESC-ID Lisboa, Faculdade de Medicina, Universidade do Porto, Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Feinberg School of Medicine, Northwestern University, DOI 10.1101/2025.01.21.25320888, January 2025 - Computational analysis of the language of pain: a systematic review
Diogo A.P. Nunes, Joana Ferreira Gomes, Fani Neto, David Martins de Matos,
, https://arxiv.org/abs/2404.16226, web, April 2024 - 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