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2020 – today
- 2023
[c10]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
- [c9]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 - [c8]Marzieh Ajirak, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Boost Ensemble Learning for Classification of CTG SIGNALS. ICASSP 2022: 1316-1320 - [c7]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 - [c6]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
- [c5]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 - [c4]Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric:
Bayesian Nonparametric Dimensionality Reduction of Categorical Data for Predicting Severity of COVID-19 in Pregnant Women. EUSIPCO 2021: 1980-1984 - [c3]Liu Yang, Cassandra Heiselman, J. Gerald Quirk, Petar M. Djuric:
Identification of Uterine Contractions by An Ensemble of Gaussian Processes. ICASSP 2021: 1020-1024 - [c2]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
- [c1]Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric:
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO 2020: 1080-1084 - [i1]Marzieh Ajirak, Cassandra Heiselman, Anna Fuchs, Mia Heiligenstein, Kimberly Herrera, Diana Garretto, Petar M. Djuric:
GP-LVM of categorical data from test-positive COVID-19 pregnant women. CoRR abs/2011.03715 (2020)
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