Publications

Conferences and Workshops

>> Soares, Felipe; Vaz, Delton "UoS Participation in the WMT20 Translation of Biomedical Abstracts" Fifth Conference on Machine Translation (WMT20)

>> Soares, et al. "QE Viewer: an Open-Source Tool for Visualization of Machine Translation Quality Estimation Results" Proceedings of European Association for Machine Translation (2020)

>> Soares, et al. "ParaPat: The Multi-Million Sentences Parallel Corpus of Patents Abstracts" Language Resources and Evaluation Conference - LREC (2020)

>> Rachel, Bawden, et al. "Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies" Fourth Conference on Machine Translation (WMT19)

>> Soares, Felipe; Krallinger, Martin. "BSC Participation in the WMT Translation of Biomedical Abstracts" Fourth Conference on Machine Translation (WMT19)

>> Soares, Felipe; Krallinger, Martin. "BVS Corpus: A Multilingual Parallel Corpus and Translation Experiments of Biomedical Scientific Texts " Corpora Conference 2019

>> Soares, Felipe, et al. "Medical Word Embeddings for Spanish: Development and Evaluation" The 2nd Clinical Natural Language Processing Workshop (ClinicalNLP 2019)

>> Soares, Felipe, et al. "Text Mining and JATS: Use cases and combined potential leverage" Journal Article Tag Suite Conference 2019 (JATS-Con)

>> Soares, Felipe; Becker, Karin. "UFRGS Participation on the WMT Biomedical Translation Shared Task" Third Conference on Machine Translation (WMT18)

>> Soares, Felipe, et al. "A large parallel corpus of full-text scientific articles" Language Resources and Evaluation Conference - LREC (2018)

>> Soares, Felipe, et al. "A Parallel Corpus of Theses and Dissertations Abstracts" International Conference on the Computational Processing of Portuguese (PROPOR 2018)

Journals

>> de Jong et al. "Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis." The BMJ (2022)

>> Yamashita et al. "Selecting relevant wavelength intervals for PLS calibration based on absorbance interquartile ranges." Chemometrics and Intelligent Laboratory Systems (2022)

>> "Communication regarding the article “An efficient primary screening COVID‐19 by serum Raman spectroscopy". Journal of Raman Spectroscopy (2022).

>> Drake. et al. "Characterisation of in-hospital complications associated with COVID-19 using the ISARIC WHO Clinical Characterisation Protocol UK: a prospective, multicentre cohort study". The Lancet (2021).

>> Cabitza, et al. "The Importance of Being External Methodological insights for the external validation of machine learning models in medicine". Computer Methods and Programs in Biomedicine (2021).

>> Soares, Felipe, and Gabrielli Harumi Yamashita. "On the crucial role of multilingual biomedical databases on epidemic events (SARS-CoV-2 analysis)." International Journal of Infectious Diseases (2020).

>> Soares, Felipe, et al. "Enhancing counterfeit and illicit medicines grouping via feature selection and X-ray fluorescence (XRF) spectrometry" Journal of Pharmaceutical and Biomedical Analysis (2019)

>> Fogliatto, Flavio, et al. "Decision Support for Breast Cancer Detection: Classification Improvement Through Feature Selection". Cancer Control (2019)

>> Armengol-Estape; Soares, Felipe et al. "PharmacoNER Tagger: a deep learning-based tool for automatically finding chemicals and drugs in Spanish medical texts" Genomics & Informatics (2019)

>> Yamashita, Gabrielli H, et al. "Hierarchical classification of sparkling wine samples according to the country of origin based on the most informative chemical elements" Food Control (2019)

>> Soares, Felipe, et al. "A hierarchical classifier based on human blood plasma fluorescence for non-invasive colorectal cancer screening" Artificial Intelligence in Medicine (2017)

>> Soares, Felipe; Anzanello, Michel J. "Support vector regression coupled with wavelength selection as a robust analytical method" Chemometrics and Intelligent Laboratory Systems (2018)

>> Soares, Felipe, et al. "Element selection and concentration analysis for classifying South America wine samples according to the country of origin" Computers and Electronics in Agriculture (2018)

>> Soares, Felipe, et al. "A non-equidistant wavenumber interval selection approach for classifying diesel/biodiesel samples." Chemometrics and Intelligent Laboratory Systems (2017)