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Journal Articles
- 2014
[j1]Shishir Dash, J. Gerald Quirk, Petar M. Djuric
:
Fetal Heart Rate Classification Using Generative Models. IEEE Trans. Biomed. Eng. 61(11): 2796-2805 (2014)
Conference and Workshop Papers
- 2023
- [c20]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: 1155-1159 - 2022
- [c19]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Characterizing Fetal Heart Rate From A State Space Perspective. EUSIPCO 2022: 1248-1252 - [c18]Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP 2022: 1316-1320 - [c17]Tong Chen, Guanchao Feng, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis. ICASSP 2022: 1326-1330 - [c16]Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments. ICASSP 2022: 1331-1335 - 2021
- [c15]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: 1321-1325 - [c14]Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Identification of Uterine Contractions by An Ensemble of Gaussian Processes. ICASSP 2021: 1020-1024 - [c13]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: 3775-3779 - 2020
- [c12]Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric:
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO 2020: 1080-1084 - [c11]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes. ICASSP 2020: 1309-1313 - 2019
- [c10]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Detecting Causality using Deep Gaussian Processes. ACSSC 2019: 472-476 - [c9]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes. CAMSAP 2019: 381-385 - [c8]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Inference about Causality from Cardiotocography Signals Using Gaussian Processes. ICASSP 2019: 2852-2856 - 2017
- [c7]Kezi Yu, J. Gerald Quirk, Petar M. Djuric:
Analysis of fetal heart rate series by nonparametric hidden Markov models. ACSSC 2017: 1318-1322 - [c6]Guanchao Feng, J. Gerald Quirk, Petar M. Djuric:
Recovery of missing samples in fetal heart rate recordings with Gaussian processes. EUSIPCO 2017: 261-265 - [c5]Kezi Yu, J. Gerald Quirk, Petar M. Djuric:
Fetal heart rate classification by non-parametric Bayesian methods. ICASSP 2017: 876-880 - 2016
- [c4]Kezi Yu, J. Gerald Quirk, Petar M. Djuric:
Fetal heart rate analysis by hierarchical dirichlet process mixture models. ICASSP 2016: 709-713 - 2012
- [c3]Shishir Dash, J. Gerald Quirk, Petar M. Djuric:
Learning dependencies among fetal heart rate features using Bayesian networks. EMBC 2012: 6204-6207 - [c2]Shishir Dash, Jolene Muscat, J. Gerald Quirk, Petar M. Djuric:
Classification of fetal heart rate series. ICASSP 2012: 629-632 - 2011
- [c1]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: 1684-1688
Coauthor Index
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