Emily F. Hamilton

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 11

Top Topics

Impulse Response

Mutual Information

Information Theoretic Criterion

Top Venues

Publications

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)
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)
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)
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)
Philip A. Warrick, Emily F. Hamilton
LSTM Modeling of Perinatal Fetal Heart Rate. CinC (2019)
Philip A. Warrick, Emily F. Hamilton
State-Space Detection of the Impulse Response Gain and Delay From Intrapartum Cardiotocography. CinC (2018)
Philip A. Warrick, Emily F. Hamilton
Intrapartum Fetal-State Classification Using Long Short-Term Memory Neural Networks. CinC (2017)
Philip A. Warrick, Emily F. Hamilton
Antenatal Fetal Heart Rate Acceleration Detection. CinC (2016)
Philip A. Warrick, Emily F. Hamilton
Mutual Information Estimates of CTG Synchronization. CinC (2015)
Philip A. Warrick, Emily F. Hamilton
Discrimination of Normal and At-Risk Populations from Fetal Heart Rate Variability. CinC (2014)
Philip A. Warrick, Emily F. Hamilton
Subspace Detection of the Impulse Response Function from Intrapartum Uterine Pressure and Fetal Heart Rate Variability. CinC (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)
Philip A. Warrick, Emily F. Hamilton
Subspace detection of the impulse response function from intra-partum cardiotocography. EMBC (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)
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)
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)