Lara J. Kanbar

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 11

Top Topics

Frequent Patterns

Predictive Accuracy

Top Venues

Publications

Yizhao Ni, Farhan Zafar, Alia Dani, David Morales, Lara J. Kanbar
Developing an Automated Recipient Risk Prediction Tool for Life-long Mortality After Pediatric Heart Transplantation. AMIA (2021)
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)
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)