| Characterisation of in-hospital complications associated with COVID-19 using the ISARIC WHO Clinical Characterisation Protocol UK: a prospective, multicentre cohort study TM Drake, AM Riad, CJ Fairfield, C Egan, SR Knight, R Pius, ... The Lancet 398 (10296), 223-237, 2021 | 143 | 2021 |
| The importance of being external. methodological insights for the external validation of machine learning models in medicine F Cabitza, A Campagner, F Soares, LG de Guadiana-Romualdo, F Challa, ... Computer Methods and Programs in Biomedicine 208, 106288, 2021 | 111 | 2021 |
| Medical Word Embeddings for Spanish: Development and Evaluation F Soares, M Villegas, A Gonzalez-Agirre, M Krallinger, J Armengol-Estape Proceedings of the 2nd Clinical Natural Language Processing Workshop, 124--133, 2019 | 63 | 2019 |
| A novel specific artificial intelligence-based method to identify COVID-19 cases using simple blood exams F Soares medRxiv, 2020 | 54 | 2020 |
| Findings of the WMT 2019 biomedical translation shared task: Evaluation for MEDLINE abstracts and biomedical terminologies R Bawden, KB Cohen, C Grozea, AJ Yepes, M Kittner, M Krallinger, ... Proceedings of the Fourth Conference on Machine Translation (Volume 3 …, 2019 | 50 | 2019 |
| Clinical prediction models for mortality in patients with covid-19: external validation and individual participant data meta-analysis VMT de Jong, RZ Rousset, NE Antonio-Villa, AG Buenen, B Van Calster, ... bmj 378, 2022 | 37 | 2022 |
| Element selection and concentration analysis for classifying South America wine samples according to the country of origin F Soares, MJ Anzanello, FS Fogliatto, MCA Marcelo, MF Ferrão, V Manfroi, ... Computers and Electronics in Agriculture 150, 33-40, 2018 | 31 | 2018 |
| Support vector regression coupled with wavelength selection as a robust analytical method F Soares, MJ Anzanello Chemometrics and Intelligent Laboratory Systems 172, 167-173, 2018 | 28 | 2018 |
| Decision Support for Breast Cancer Detection: Classification Improvement Through Feature Selection FS Fogliatto, MJ Anzanello, F Soares, PG Brust-Renck Cancer Control 26 (1), 1073274819876598, 2019 | 27 | 2019 |
| A hierarchical classifier based on human blood plasma fluorescence for non-invasive colorectal cancer screening F Soares, K Becker, MJ Anzanello Artificial Intelligence in Medicine 82, 1-10, 2017 | 27 | 2017 |
| A Large Parallel Corpus of Full-Text Scientific Articles F Soares, V Moreira, K Becker Eleventh International Conference on Language Resources and Evaluation (LREC …, 2018 | 25 | 2018 |
| Hierarchical classification of sparkling wine samples according to the country of origin based on the most informative chemical elements GH Yamashita, MJ Anzanello, F Soares, MK Rocha, FS Fogliatto, ... Food Control 106, 106737, 2019 | 22 | 2019 |
| Predicting the evolution of COVID-19 mortality risk: A recurrent neural network approach M Villegas, A Gonzalez-Agirre, A Gutiérrez-Fandiño, J Armengol-Estapé, ... Computer Methods and Programs in Biomedicine Update 3, 100089, 2023 | 17 | 2023 |
| PharmacoNER Tagger: a deep learning-based tool for automatically finding chemicals and drugs in Spanish medical texts J Armengol-Estapé, F Soares, M Marimon, M Krallinger Genomics & informatics 17 (2), 2019 | 15 | 2019 |
| A parallel corpus of theses and dissertations abstracts F Soares, GH Yamashita, MJ Anzanello Computational Processing of the Portuguese Language: 13th International …, 2018 | 11 | 2018 |
| Enhancing counterfeit and illicit medicines grouping via feature selection and X-ray fluorescence spectrometry F Soares, MJ Anzanello, FS Fogliatto, RS Ortiz, KC Mariotti, MF Ferrão Journal of pharmaceutical and biomedical analysis 174, 198-205, 2019 | 10 | 2019 |
| A non-equidistant wavenumber interval selection approach for classifying diesel/biodiesel samples F Soares, MJ Anzanello, MCA Marcelo, MF Ferrão Chemometrics and Intelligent Laboratory Systems 167, 171-178, 2017 | 10 | 2017 |
| BSC Participation in the WMT Translation of Biomedical Abstracts F Soares, M Krallinger Proceedings of the Fourth Conference on Machine Translation (Volume 3 …, 2019 | 9 | 2019 |
| UFRGS Participation on the WMT Biomedical Translation Shared Task F Soares, K Becker Proceedings of the Third Conference on Machine Translation: Shared Task …, 2018 | 9 | 2018 |
| On the crucial role of multilingual biomedical databases in epidemic events (SARS-CoV-2 analysis) F Soares, GH Yamashita International Journal of Infectious Diseases 96, 352-354, 2020 | 7 | 2020 |
Michel J. AnzanelloProfessor of Industrial Engineering, Federal University of Rio Grande do SulVerified email at producao.ufrgs.br
