J. Gerald Quirk

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 17

Top Topics

Top Venues

Publications

Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes. EUSIPCO (2023)
Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments. ICASSP (2022)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO (2022)
Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP (2022)
Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP (2022)
Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Identification of Uterine Contractions by An Ensemble of Gaussian Processes. ICASSP (2021)
Liu Yang, Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction. EUSIPCO (2021)
Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric
Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models. ICASSP (2021)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP (2020)
Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO (2020)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP (2019)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Detecting Causality using Deep Gaussian Processes. ACSSC (2019)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Inference about Causality from Cardiotocography Signals Using Gaussian Processes. ICASSP (2019)
Kezi Yu, J. Gerald Quirk, Petar M. Djuric
Analysis of fetal heart rate series by nonparametric hidden Markov models. ACSSC (2017)
Kezi Yu, J. Gerald Quirk, Petar M. Djuric
Fetal heart rate classification by non-parametric Bayesian methods. ICASSP (2017)
Guanchao Feng, J. Gerald Quirk, Petar M. Djuric
Recovery of missing samples in fetal heart rate recordings with Gaussian processes. EUSIPCO (2017)
Kezi Yu, J. Gerald Quirk, Petar M. Djuric
Fetal heart rate analysis by hierarchical dirichlet process mixture models. ICASSP (2016)
Shishir Dash, J. Gerald Quirk, Petar M. Djuric
Fetal Heart Rate Classification Using Generative Models. IEEE Trans. Biomed. Eng. 61 (11) (2014)
Shishir Dash, J. Gerald Quirk, Petar M. Djuric
Learning dependencies among fetal heart rate features using Bayesian networks. EMBC (2012)
Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric
Classification of fetal heart rate series. ICASSP (2012)
Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric
Implementation of NICHD diagnostic criteria for feature extraction and classification of fetal heart rate signals. ACSCC (2011)