Sergio Guilherme Aleixo de Matos
AuthID: R-000-N50
1
TITLE: Value Creation for Healthcare Ecosystems through Artificial Intelligence Applied to Physician-to-Physician Communication: A Systematic Review Full Text
AUTHORS: Rubinstein, Beny; Matos, Sergio;
PUBLISHED: 2025, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 57, ISSUE: 1
AUTHORS: Rubinstein, Beny; Matos, Sergio;
PUBLISHED: 2025, SOURCE: NEURAL PROCESSING LETTERS, VOLUME: 57, ISSUE: 1
2
TITLE: SynDocDis: A Metadata-Driven Framework for Generating Synthetic Physician Discussions Using Large Language Models
AUTHORS: Beny Rubinstein; Sérgio Matos;
PUBLISHED: 2025, SOURCE: EPIA (1), VOLUME: 16121 LNAI
AUTHORS: Beny Rubinstein; Sérgio Matos;
PUBLISHED: 2025, SOURCE: EPIA (1), VOLUME: 16121 LNAI
3
TITLE: BIT.UA at BioASQ 13B: Revisiting Evaluation, DPRF-Enhanced Retrieval and Fine-Tuned LLMs
AUTHORS: Richard A A Jonker; Tiago Melo Almeida; João Rafael Almeida; Sérgio Matos;
PUBLISHED: 2025, SOURCE: 26th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025 in CLEF (Working Notes), VOLUME: 4038
AUTHORS: Richard A A Jonker; Tiago Melo Almeida; João Rafael Almeida; Sérgio Matos;
PUBLISHED: 2025, SOURCE: 26th Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025 in CLEF (Working Notes), VOLUME: 4038
INDEXED IN: 
Scopus 
DBLP
Scopus DBLP4
TITLE: SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels
AUTHORS: Almeida, Tiago; Matos, Sergio;
PUBLISHED: 2024, SOURCE: 46th European Conference on Information Retrieval (ECIR) in ADVANCES IN INFORMATION RETRIEVAL, ECIR 2024, PT III, VOLUME: 14610
AUTHORS: Almeida, Tiago; Matos, Sergio;
PUBLISHED: 2024, SOURCE: 46th European Conference on Information Retrieval (ECIR) in ADVANCES IN INFORMATION RETRIEVAL, ECIR 2024, PT III, VOLUME: 14610
5
TITLE: Towards discovery: an end-to-end system for uncovering novel biomedical relations Full Text
AUTHORS: Almeida, Tiago; Jonker, Richard A. A.; Antunes, Rui; Almeida, Joao R.; Matos, Sergio;
PUBLISHED: 2024, SOURCE: DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, VOLUME: 2024
AUTHORS: Almeida, Tiago; Jonker, Richard A. A.; Antunes, Rui; Almeida, Joao R.; Matos, Sergio;
PUBLISHED: 2024, SOURCE: DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, VOLUME: 2024
6
TITLE: Multi-head CRF classifier for biomedical multi-class named entity recognition on Spanish clinical notes Full Text
AUTHORS: Jonker, Richard A. A.; Almeida, Tiago; Antunes, Rui; Almeida, Joao R.; Matos, Sergio;
PUBLISHED: 2024, SOURCE: DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, VOLUME: 2024
AUTHORS: Jonker, Richard A. A.; Almeida, Tiago; Antunes, Rui; Almeida, Joao R.; Matos, Sergio;
PUBLISHED: 2024, SOURCE: DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION, VOLUME: 2024
7
TITLE: Analyzing a Decade of Evolution: Trends in Natural Language Processing
AUTHORS: Jonker, Richard A. A.; Almeida, Tiago; Matos, Sergio;
PUBLISHED: 2024, SOURCE: 26th International Conference on Data Warehousing and Knowledge Discovery (DaWaK) in BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, DAWAK 2024, VOLUME: 14912
AUTHORS: Jonker, Richard A. A.; Almeida, Tiago; Matos, Sergio;
PUBLISHED: 2024, SOURCE: 26th International Conference on Data Warehousing and Knowledge Discovery (DaWaK) in BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, DAWAK 2024, VOLUME: 14912
8
TITLE: Analyzing the Impact of COVID-19 on Portuguese Social Media
AUTHORS: Richard Adolph Aires Jonker; Roshan Poudel; Olga Fajarda; Sérgio Matos; José Luís Oliveira; Rui Pedro Lopes ;
PUBLISHED: 2024, SOURCE: Lecture Notes in Social Networks - Social Network Analysis and Mining Applications in Healthcare and Anomaly Detection
AUTHORS: Richard Adolph Aires Jonker; Roshan Poudel; Olga Fajarda; Sérgio Matos; José Luís Oliveira; Rui Pedro Lopes ;
PUBLISHED: 2024, SOURCE: Lecture Notes in Social Networks - Social Network Analysis and Mining Applications in Healthcare and Anomaly Detection
9
TITLE: Study of NAD-interacting proteins highlights the extent of NAD regulatory roles in the cell and its potential as a therapeutic target
AUTHORS: Duarte Pereira, Sara; Matos, Sergio; Oliveira, Jose Luis; Silva, Raquel M.;
PUBLISHED: 2023, SOURCE: JOURNAL OF INTEGRATIVE BIOINFORMATICS, VOLUME: 20, ISSUE: 2
AUTHORS: Duarte Pereira, Sara; Matos, Sergio; Oliveira, Jose Luis; Silva, Raquel M.;
PUBLISHED: 2023, SOURCE: JOURNAL OF INTEGRATIVE BIOINFORMATICS, VOLUME: 20, ISSUE: 2
10
TITLE: Proteostasis networks in aging: novel insights from text-mining approaches Full Text
AUTHORS: Neves, Diogo; Duarte Pereira, Sara; Matos, Sergio; Silva, Raquel M.;
PUBLISHED: 2023, SOURCE: BIOGERONTOLOGY
AUTHORS: Neves, Diogo; Duarte Pereira, Sara; Matos, Sergio; Silva, Raquel M.;
PUBLISHED: 2023, SOURCE: BIOGERONTOLOGY
INDEXED IN: Scopus 
WOS
Scopus WOS