J. Gerald Quirk

St. James's Hospital — Ireland

Medicine · Health Sciences

28h-index2.3kcitations125works6.52yr avg
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Research Topics

Neonatal and fetal brain pathology(28), Neonatal Respiratory Health Research(17), Pregnancy and preeclampsia studies(13), Blind Source Separation Techniques(11), Prenatal Screening and Diagnostics(10)

Publications125 total

64 Predictors of 30-day mortality following transcatheter aortic valve implantation: insights from a single-centre registry
2025Open Access
Biomarkers in retinopathy of prematurity: a systematic review and meta-analysis
Frontiers in Pediatrics·2024· 13 citedOpen Access
Fetal Heart Rate Analysis from a Multi-task Learning Perspective with Gaussian Processes
2023
Fetal Heart Rate Analysis with Gaussian Processes
2023
Cardiotocography analysis by empirical dynamic modeling and Gaussian processes
Frontiers in Bioengineering and Biotechnology·2023· 3 citedOpen Access
Characterizing Fetal Heart Rate From A State Space Perspective
2022 30th European Signal Processing Conference (EUSIPCO)·2022· 1 cited
Boost Ensemble Learning for Classification of CTG SIGNALS
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 6 citedOpen Access
Unsupervised Clustering and Analysis of Contraction-Dependent Fetal Heart Rate Segments
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 4 citedOpen Access
Improving Phase-Rectified Signal Averaging for Fetal Heart Rate Analysis
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 4 citedOpen Access
Unsupervised Detection of Anomalies in Fetal Heart Rate Tracings using Phase Space Reconstruction
2021 29th European Signal Processing Conference (EUSIPCO)·2021· 3 citedOpen Access
Class-Imbalanced Classifiers Using Ensembles of Gaussian Processes And Gaussian Process Latent Variable Models
2021· 5 citedOpen Access
Identification of Uterine Contractions by An Ensemble of Gaussian Processes
2021· 3 citedOpen Access
Estimation of Consecutively Missed Samples in Fetal Heart Rate Recordings
2020· 9 citedOpen Access
Discovering Causalities from Cardiotocography Signals using Improved Convergent Cross Mapping with Gaussian Processes
2020· 7 citedOpen Access
Extracting Interpretable Features for Fetal Heart Rate Recordings with Gaussian Processes
2019· 3 citedOpen Access
Detecting Causality using Deep Gaussian Processes
2019· 3 citedOpen Access
Inference about Causality from Cardiotocography Signals Using Gaussian Processes
2019· 6 citedOpen Access
Gestational diabetes insipidus: From presentation to resolution: A report of 2 cases
Journal of reproductive medicine·2018
Supervised and Unsupervised Learning of Fetal Heart Rate Tracings with Deep Gaussian Processes
2018· 26 cited
Does Vitamin D Prophylaxis in Pregnancy Decrease the Risk of Adverse Neonatal Outcomes? [33N]
Obstetrics and Gynecology·2018
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Frequent Co-authors

Andrew Elimian(5), Timothy J. O’Brien(5), Alan R. Spitzer(4), John E. Bleasdale(4), Kenneth J. Leveno(3), Peggy J. Whalley(3), Reinaldo Figueroa(3), Vandy Wiencek(3), Frank C. Miller(3), T L Angtuaco(3), Petar M. Djurić(3), Melinda Sanders(3), Richard B. Clark(3), Paul L. Ogburn(3), James B. Hamilton(3), John M. Johnston(3), Paul L. Hermonat(2), David Garry(2), Sheryl Nelson(2), Gary A. Bannon(2)