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Felipe Soares
Felipe Soares
Senior Research Scientist - NVIDIA
Dirección de correo verificada de nvidia.com - Página principal
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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
1632021
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
1622021
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
672019
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
572019
A novel specific artificial intelligence-based method to identify COVID-19 cases using simple blood exams
F Soares
medRxiv, 2020
552020
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
492022
Nemotron-4 340B Technical Report
B Adler, N Agarwal, A Aithal, DH Anh, P Bhattacharya, A Brundyn, ...
arXiv preprint arXiv:2406.11704, 2024
392024
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
342018
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
332018
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
322017
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
272019
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
272018
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
262019
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
192023
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
162019
A parallel corpus of theses and dissertations abstracts
F Soares, GH Yamashita, MJ Anzanello
Computational Processing of the Portuguese Language: 13th International …, 2018
142018
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
112019
BSC Participation in the WMT Translation of Biomedical Abstracts
F Soares, M Krallinger
Proceedings of the Fourth Conference on Machine Translation (Volume 3 …, 2019
112019
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
102017
Selecting relevant wavelength intervals for PLS calibration based on absorbance interquartile ranges
GH Yamashita, MJ Anzanello, F Soares, MK Rocha, FS Fogliatto
Chemometrics and Intelligent Laboratory Systems 231, 104689, 2022
92022
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Artículos 1–20