Robert E. Kearney

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 39

Top Topics

Machine Learning

Neonatal Intensive Care Unit

Top Venues

IEEE Trans. Biomed. Eng.

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)
Johann Vargas-Calixto, Yvonne Wu, Michael Kuzniewicz, Marie-Coralie Cornet, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Philip A. Warrick, Robert E. Kearney
. BHI (2023)
Ehsan Sobhani-Tehrani, Robert E. Kearney
Non-Parametric Nonlinear Parameter-Varying Parallel-Cascade Identification of Dynamic Joint Stiffness. IEEE Trans. Biomed. Eng. 70 (4) (2023)
Johann Varzas-Calixto, Yvonne Wu, Michael Kuzniewicz, Marie-Coralie Cornet, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Philip A. Warrick, Robert E. Kearney
Prediction of Hypoxic-Ischemic Encephalopathy Using Events in Fetal Heart Rate and Uterine Pressure. CinC (2023)
Johann Vargas-Calixto, Yvonne Wu, Michael Kuzniewicz, Marie-Coralie Cornet, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Philip A. Warrick, Robert E. Kearney
Timely Detection of Infants at Risk of Intrapartum Acidosis and Hypoxic-Ischemic Encephalopathy Using Cardiotocography. EMBC (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)
Daniel J. Radeschi, Eva Senechal, Lydia Tao, Shasha Lv, Wissam Shalish, Guilherme Sant'Anna, Robert E. Kearney
Feasibility of a Wireless Vital Signal Monitoring System in the NICU. BSN (2023)
Derek Kweku Degbedzui, Michael Kuzniewicz, Marie-Coralie Cornet, Yvonne Wu, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Doina Precup, Philip A. Warrick, Robert E. Kearney
Hybrid Scattering Transform - Long Short-Term Memory Networks for Intrapartum Fetal Heart Rate Classification. CinC (2023)
Ehsan Sobhani-Tehrani, Robert E. Kearney
A Non-Parametric Approach for Identification of Parameter Varying Hammerstein Systems. IEEE Access 10 (2022)
Johann Vargas-Calixto, Yvonne Wu, Michael Kuzniewicz, Marie-Coralie Cornet, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Philip A. Warrick, Robert E. Kearney
The Nonlinear Dynamic Response of Intrapartum Fetal Heart Rate to Uterine Pressure. CinC (2022)
Derek Kweku Degbedzui, Michael Kuzniewicz, Marie-Coralie Cornet, Yvonne Wu, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Doina Precup, Philip A. Warrick, Robert E. Kearney
Assessing Intrapartum Risk of Hypoxic Ischemic Encephalopathy Using Fetal Heart Rate With Long Short-Term Memory Networks. CinC (2022)
Johann Vargas-Calixto, Yvonne Wu, Michael Kuzniewicz, Marie-Coralie Cornet, Heather Forquer, Lawrence Gerstley, Emily F. Hamilton, Philip A. Warrick, Robert E. Kearney
Multi-Chain Semi-Markov Analysis of Intrapartum Cardiotocography. EMBC (2022)
Anas El Fathi, Robert E. Kearney, Emilie Palisaitis, Benoit Boulet, Ahmad Haidar
A Model-Based Insulin Dose Optimization Algorithm for People With Type 1 Diabetes on Multiple Daily Injections Therapy. IEEE Trans. Biomed. Eng. 68 (4) (2021)
Abolfazl Mohebbi, Pouya Amiri, Robert E. Kearney
Contributions of Vision in Human Postural Control: A Virtual Reality-based Study. EMBC (2020)
Pouya Amiri, Robert E. Kearney
A Closed-Loop Method to Identify EMG-Torque Dynamics in Human Balance Control. EMBC (2019)
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)
Carlos A. Robles-Rubio, Karen A. Brown, Robert E. Kearney
Optimal Classification of Respiratory Patterns From Manual Analyses Using Expectation-Maximization. IEEE J. Biomed. Health Informatics 22 (4) (2018)
Abhishek Vadnerkar, Sabrina Figueiredo, Nancy E. Mayo, Robert E. Kearney
Design and Validation of a Biofeedback Device to Improve Heel-to-Toe Gait in Seniors. IEEE J. Biomed. Health Informatics 22 (1) (2018)
Guy Tsror, Diego Lopez Guarin, Nate Jowett, Robert E. Kearney
Eyelid and Blink Tracking in an Animal Model of Facial Palsy. 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. SSCI (2017)
Kian Jalaleddini, Ehsan Sobhani-Tehrani, Robert E. Kearney
A Subspace Approach to the Structural Decomposition and Identification of Ankle Joint Dynamic Stiffness. IEEE Trans. Biomed. Eng. 64 (6) (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)
Pouya Amiri, Robert E. Kearney
Ankle intrinsic stiffness is modulated by postural sway. EMBC (2017)
Mahsa A. Golkar, Ehsan Sobhani-Tehrani, Robert E. Kearney
Linear Parameter Varying Identification of Dynamic Joint Stiffness during Time-Varying Voluntary Contractions. Frontiers Comput. Neurosci. 11 (2017)
Artur Gmerek, Mohammad Reza Davoodi, Nader Meskin, Ehsan Sobhani-Tehrani, Robert E. Kearney
A new ankle foot orthosis: Modeling and control. CoDIT (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)
Diego Lopez Guarin, Robert E. Kearney
Estimation of Time-Varying, Intrinsic and Reflex Dynamic Joint Stiffness during Movement. Application to the Ankle Joint. Frontiers Comput. Neurosci. 11 (2017)
Pouya Amiri, Luke J. MacLean, Robert E. Kearney
Measurement of shank angle during stance using laser range finders. EMBC (2016)
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)
Artur Gmerek, Nader Meskin, Ehsan Sobhani-Tehrani, Robert E. Kearney
Design of a hydraulic ankle-foot orthosis. BioRob (2016)
Artur Gmerek, Nader Meskin, Ehsan Sobhani-Tehrani, Robert E. Kearney
The characterization of the kinematic and dynamic properties of the ankle joint for an artificial ankle joint design. BioRob (2016)
Mahsa A. Golkar, Robert E. Kearney
Effects of input frequency content and signal-to-noise ratio on the parametric estimation of surface EMG-torque dynamics. EMBC (2016)
Mahsa A. Golkar, Kian Jalaleddini, Ehsan Sobhani-Tehrani, Robert E. Kearney
Identification of time-varying dynamics of reflex EMG in the ankle plantarflexors during time-varying, isometric contractions. EMBC (2015)
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)
Diego Lopez Guarin, Robert E. Kearney
Time-varying identification of ankle dynamic joint stiffness during movement with constant muscle activation. EMBC (2015)
Diego Lopez Guarin, Robert E. Kearney
Multiple-Input/Single-Output identification of the dynamic relation between EMG and torque at the human ankle during isometric contractions. EMBC (2014)
Carlos A. Robles-Rubio, Karen A. Brown, Gianluca Bertolizio, Robert E. Kearney
Automated analysis of respiratory behavior for the prediction of apnea in infants following general anesthesia. EMBC (2014)
Christopher B. Lang, Robert E. Kearney
Modulation of ankle stiffness during postural sway. EMBC (2014)
Kian Jalaleddini, Robert E. Kearney
Identification of ankle joint stiffness from short segments of data: Application to passive dynamics during movement. EMBC (2014)
Ehsan Sobhani-Tehrani, Kian Jalaleddini, Robert E. Kearney
Identification of ankle joint stiffness during passive movements - A subspace linear parameter varying approach. EMBC (2014)
Hamed Kazemi, Robert E. Kearney, Theodore E. Milner
Control of finger forces during fast, slow and moderate rotational hand movements. EMBC (2014)
Abhishek Vadnerkar, Sabrina Figueiredo, Nancy E. Mayo, Robert E. Kearney
Classification of gait quality for biofeedback to improve heel-to-toe gait. EMBC (2014)
Mina Ranjbaran, Kian Jalaleddini, Diego Lopez Guarin, Robert E. Kearney, Henrietta L. Galiana
Analysis and modeling of noise in biomedical systems. EMBC (2013)
Kian Jalaleddini, Robert E. Kearney
Subspace method decomposition and identification of the parallel-cascade model of ankle joint stiffness: Theory and simulation. EMBC (2013)
Kian Jalaleddini, Robert E. Kearney
Subspace Identification of SISO Hammerstein Systems: Application to Stretch Reflex Identification. IEEE Trans. Biomed. Eng. 60 (10) (2013)
Ehsan Sobhani-Tehrani, Kian Jalaleddini, Robert E. Kearney
Linear parameter varying identification of ankle joint intrinsic stiffness during imposed walking movements. EMBC (2013)
Ehsan Sobhani-Tehrani, Kian Jalaleddini, Robert E. Kearney
A novel algorithm for linear parameter varying identification of Hammerstein systems with time-varying nonlinearities. EMBC (2013)
Hamed Kazemi, Robert E. Kearney, Theodore E. Milner
Characterizing coordination of grasp and twist in hand function of healthy and post-stroke subjects. ICORR (2013)
Carlos A. Robles-Rubio, Karen A. Brown, Robert E. Kearney
A new movement artifact detector for photoplethysmographic signals. EMBC (2013)
Diego Lopez Guarin, Kian Jalaleddini, Robert E. Kearney
Identification of a parametric, discrete-time model of ankle stiffness. EMBC (2013)
Philip A. Warrick, Emily F. Hamilton, Robert E. Kearney, Doina Precup
A Machine Learning Approach to the Detection of Fetal Hypoxia during Labor and Delivery. AI Mag. 33 (2) (2012)
Diego Lopez Guarin, Robert E. Kearney
A NARMAX method for the identification of time-varying joint stiffness. EMBC (2012)
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)
Hamed Kazemi, Robert E. Kearney, Theodore E. Milner
A robotic interface to train grip strength, grip coordination and finger extension following stroke. EMBC (2012)
Carlos A. Robles-Rubio, Karen A. Brown, Robert E. Kearney
Detection of breathing segments in respiratory signals. EMBC (2012)
Kian Jalaleddini, David T. Westwick, Robert E. Kearney
Subspace identification of hammerstein systems using B-splines. EMBC (2012)
Daniel Ludvig, Eric J. Perreault, Robert E. Kearney
Efficient estimation of time-varying intrinsic and reflex stiffness. EMBC (2011)
Yong Zhao, David T. Westwick, Robert E. Kearney
Subspace Methods for Identification of Human Ankle Joint Stiffness. IEEE Trans. Biomed. Eng. 58 (11) (2011)
Kian Jalaleddini, Robert E. Kearney
Estimation of the gain and threshold of the stretch reflex with a novel subspace identification algorithm. EMBC (2011)
Carlos A. Robles-Rubio, Karen A. Brown, Robert E. Kearney
Automated unsupervised respiratory event analysis. EMBC (2011)
Ahmed A. Aoude, Robert E. Kearney, Karen A. Brown, Henrietta L. Galiana, Carlos A. Robles-Rubio
Automated Off-Line Respiratory Event Detection for the Study of Postoperative Apnea in Infants. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Daniel Ludvig, Tanya Starret Visser, Heidi Giesbrecht, Robert E. Kearney
Identification of Time-Varying Intrinsic and Reflex Joint Stiffness. IEEE Trans. Biomed. Eng. 58 (6) (2011)
Kian Jalaleddini, Robert E. Kearney
An identification algorithm for Hammerstein systems using subspace method. ACC (2011)
Philip A. Warrick, Emily F. Hamilton, Doina Precup, Robert E. Kearney
Classification of Normal and Hypoxic Fetuses From Systems Modeling of Intrapartum Cardiotocography. IEEE Trans. Biomed. Eng. 57 (4) (2010)
Philip A. Warrick, Emily F. Hamilton, Robert E. Kearney, Doina Precup
A Machine Learning Approach to the Detection of Fetal Hypoxia during Labor and Delivery. IAAI (2010)
Brian Carrillo, Corey Yanofsky, Sylvie Laboissiere, Robert Nadon, Robert E. Kearney
Methods for combining peptide intensities to estimate relative protein abundance. Bioinform. 26 (1) (2010)
Philip A. Warrick, Emily F. Hamilton, Doina Precup, Robert E. Kearney
Identification of the Dynamic Relationship Between Intrapartum Uterine Pressure and Fetal Heart Rate for Normal and Hypoxic Fetuses. IEEE Trans. Biomed. Eng. 56 (6) (2009)
Yong Zhao, Daniel Ludvig, Robert E. Kearney
Closed-loop system identification of ankle dynamics using a subspace method with reference input as instrumental variable. ACC (2008)
Yong Zhao, David T. Westwick, Robert E. Kearney
Decomposition of a Parallel Cascade Model For Ankle Dynamics Using Subspace Methods. ACC (2007)
Daniel Ludvig, Robert E. Kearney
Real-Time Estimation of Intrinsic and Reflex Stiffness. IEEE Trans. Biomed. Eng. 54 (10) (2007)
Daniel Ludvig, Robert E. Kearney
Real-Time Estimation of Intrinsic and Reflex Stiffness. EMBC (2006)
Philip A. Warrick, Robert E. Kearney, Doina Precup, Emily F. Hamilton
Linear models of intrapartum uterine pressure-fetal heart rate interaction for the normal and hypoxic fetus. EMBC (2006)
Ahmed A. Aoude, Alexis L. Motto, Henrietta L. Galiana, Karen A. Brown, Robert E. Kearney
Power-Based Segmentation of Respiratory Signals Using Forward-Backward Bank Filtering. EMBC (2006)
Heidi Giesbrecht, Mackenzie Baker, Daniel Ludvig, Ross Wagner, Robert E. Kearney
Identification of Time-varying Intrinsic and Reflex Joint Stiffness. EMBC (2006)
Yong Zhao, Robert E. Kearney
Decomposition of a Parallel Cascade Model of Ankle Stiffness Using Subspace Methods. EMBC (2006)
Sunil L. Kukreja, Robert E. Kearney, Henrietta L. Galiana
A least-squares parameter estimation algorithm for switched Hammerstein systems with applications to the VOR. IEEE Trans. Biomed. Eng. 52 (3) (2005)
Alexis L. Motto, Henrietta L. Galiana, Karen A. Brown, Robert E. Kearney
Automated estimation of the phase between thoracic and abdominal movement signals. IEEE Trans. Biomed. Eng. 52 (4) (2005)
Samson B. Antel, D. Louis Collins, Neda Bernasconi, Frederick Andermann, Rajjan Shinghal, Robert E. Kearney, Douglas L. Arnold, Andrea Bernasconi
Automated detection of focal cortical dysplasia lesions using computational models of their MRI characteristics and texture analysis. NeuroImage 19 (4) (2003)
Sunil L. Kukreja, Henrietta L. Galiana, Robert E. Kearney
NARMAX representation and identification of ankle dynamics. IEEE Trans. Biomed. Eng. 50 (1) (2003)
Samson B. Antel, Andrea Bernasconi, Neda Bernasconi, D. Louis Collins, Robert E. Kearney, Rajjan Shinghal, Douglas L. Arnold
Computational Models of MRI Characteristics of Focal Cortical Dysplasia Improve Lesion Detection. NeuroImage 17 (4) (2002)
Robert E. Kearney, Richard B. Stein, Luckshman Parameswaran
Identification of intrinsic and reflex contributions to human ankle stiffness dynamics. IEEE Trans. Biomed. Eng. 44 (6) (1997)
Michel Verhaegen, David T. Westwick, Robert E. Kearney
The use of a bilinear transformation of the shift operator in subspace model identification. IEEE Trans. Autom. Control. 40 (8) (1995)
David T. Westwick, Robert E. Kearney
A new algorithm for the identification of multiple input Wiener systems. Biol. Cybern. 68 (1) (1992)