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ORCIDGuilherme M. Sant'Anna
Publications
- 2023
[j1]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: 105028 (2023)- [c11]Daniel J. Radeschi, Eva Senechal, Lydia Tao, Shasha Lv, Wissam Shalish, Guilherme M. Sant'Anna, Robert E. Kearney:
Feasibility of a Wireless Vital Signal Monitoring System in the NICU. BSN 2023: 1-4 - [c10]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: 1-4 - 2018
- [c9]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: 4940-4944 - [i3]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 abs/1808.07991 (2018) - [i2]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 abs/1808.07992 (2018) - 2017
- [c8]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: 2022-2026 - [c7]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: 2602-2605 - [c6]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: 1-7 - [i1]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 abs/1711.06405 (2017) - 2016
- [c5]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: 2504-2507 - 2015
- [c4]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: 1231-1234 - [c3]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: 4427-4430 - [c2]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: 4431-4434 - 2012
- [c1]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: 5630-5633
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