Guilherme M. Sant'Anna

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 13

Top Topics

Neonatal Intensive Care Unit

Feature Selection

Frequent Patterns

Top Venues

Biomed. Signal Process. Control.

Publications

Weiyi Yang, Wei Fan, Di Wang, Samantha Latremouille, Guilherme M. Sant'Anna, Wissam Shalish, Robert E. Kearney
Detection of differences of cardiorespiratory metrics between non-invasive respiratory support modes using machine learning methods. Biomed. Signal Process. Control. 85 (2023)
Daniel J. Radeschi, Eva Senechal, Lydia Tao, Shasha Lv, Wissam Shalish, Guilherme M. Sant'Anna, Robert E. Kearney
Comparison of Wired and Wireless Heart Rate Monitoring in the Neonatal Intensive Care Unit. EMBC (2023)
Lara J. Kanbar, Charles C. Onu, Wissam Shalish, Karen A. Brown, Guilherme M. Sant'Anna, Doina Precup, Robert E. Kearney
Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants. EMBC (2018)
Charles C. Onu, Lara J. Kanbar, Wissam Shalish, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup
Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing. CoRR (2018)
Lara J. Kanbar, Charles C. Onu, Wissam Shalish, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup
Undersampling and Bagging of Decision Trees in the Analysis of Cardiorespiratory Behavior for the Prediction of Extubation Readiness in Extremely Preterm Infants. CoRR (2018)
Charles C. Onu, Lara J. Kanbar, Wissam Shalish, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup
Predicting extubation readiness in extreme preterm infants based on patterns of breathing. SSCI (2017)
Charles C. Onu, Lara J. Kanbar, Wissam Shalish, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup
A semi-Markov chain approach to modeling respiratory patterns prior to extubation in preterm infants. EMBC (2017)
Charles C. Onu, Innocent Udeogu, Eyenimi Ndiomu, Urbain Kengni, Doina Precup, Guilherme M. Sant'Anna, Edward Alikor, Peace Opara
Ubenwa: Cry-based Diagnosis of Birth Asphyxia. CoRR (2017)
Lara J. Kanbar, Wissam Shalish, Doina Precup, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney
APEX_SCOPE: A graphical user interface for visualization of multi-modal data in inter-disciplinary studies. EMBC (2017)
Lara J. Kanbar, Wissam Shalish, Doina Precup, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney
Automated ongoing data validation and quality control of multi-institutional studies. EMBC (2016)
Lara J. Kanbar, Wissam Shalish, Carlos A. Robles-Rubio, Doina Precup, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney
Organizational principles of cloud storage to support collaborative biomedical research. EMBC (2015)
Pascale Gourdeau, Lara J. Kanbar, Wissam Shalish, Guilherme M. Sant'Anna, Robert E. Kearney, Doina Precup
Feature selection and oversampling in analysis of clinical data for extubation readiness in extreme preterm infants. EMBC (2015)
Lara J. Kanbar, Wissam Shalish, Carlos A. Robles-Rubio, Doina Precup, Karen A. Brown, Guilherme M. Sant'Anna, Robert E. Kearney
Correlation of clinical parameters with cardiorespiratory behavior in successfully extubated extremely preterm infants. EMBC (2015)
Doina Precup, Carlos A. Robles-Rubio, Karen A. Brown, Lara J. Kanbar, Jennifer Kaczmarek, Sanjay Chawla, Guilherme M. Sant'Anna, Robert E. Kearney
Prediction of extubation readiness in extreme preterm infants based on measures of cardiorespiratory variability. EMBC (2012)