Cassandra Heiselman

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

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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)
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)
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)
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 (2020)
Guanchao Feng, J. Gerald Quirk, Cassandra Heiselman, Petar M. Djuric
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings. EUSIPCO (2020)