Marco A. F. Pimentel

Toward a Robust Estimation of Respiratory Rate From Pulse Oximeters

Marco A. F. Pimentel, Alistair E. W. Johnson, Peter Charlton et al. · IEEE Transactions on Biomedical Engineering · 2016 · 336 citations · Full text

The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study

Justin D. Salciccioli, Dominic C. Marshall, Marco A. F. Pimentel et al. · Critical Care · 2015 · 206 citations · Full text

A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data

Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 186 citations · Full text

Machine Learning, Mtgp Model, Prognosis +22

Comparing Feature Based Classifiers and Convolutional Neural Networks to Detect Arrhythmia from Short Segments of ECG

Fernando Andreotti, Oliver Carr, Marco A. F. Pimentel et al. · Computing in cardiology · 2017 · 172 citations · Full text

Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis

Robert Dürichen, Marco A. F. Pimentel, Lei Clifton et al. · IEEE Transactions on Biomedical Engineering · 2014 · 155 citations

Engineering, Machine Learning, Data Science +13