Yanan Hu

University of Technology Sydney — Australia

Medicine · Health Sciences

12h-index691citations47works1.62yr avg
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Research Topics

Maternal and Perinatal Health Interventions(7), Global Maternal and Child Health(5), Maternal and fetal healthcare(4), RNA modifications and cancer(4), Cancer-related molecular mechanisms research(3)

Publications47 total

Explainable machine learning model for predicting cesarean section following induction of labor: Development and external validation using real-world data
PLOS Digital Health·2025Open Access
Comparing Costs to the Public Healthcare System Between Induction of Labor and Expectant Management, Stratified by Parity and Gestation: An Australian Population‐Based, Retrospective Cohort Study
Birth·2025· 1 citedOpen Access
Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality
Journal of Medical Internet Research·2025· 6 citedOpen Access
Understanding the development, performance, fairness, and transparency of machine learning models used in child protection prediction: A systematic review
Child Abuse & Neglect·2025· 3 citedOpen Access
Economic evaluation of a randomised controlled trial - An online bereavement support program for parents following perinatal death
Women and Birth·2025Open Access
Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality (Preprint)
2025
Exploring the role of the atherogenic index of plasma as a mediator between body roundness Index and cardiovascular events in older adults: a NHANES-based study
Frontiers in Cardiovascular Medicine·2025· 2 citedOpen Access
[Differential Characteristics of Human Airway Organoids at Different Stages of Differentiation After Respiratory Syncytial Virus Infection].
PubMed·2025Open Access
Understanding the Development, Performance, Fairness, and Transparency of Machine Learning Models Used in Child Protection Prediction: A Systematic Review
SSRN Electronic Journal·2025Open Access
[Mechanism of chrysophanol in inhibiting ox-LDL-induced macrophage foaminess through NF-κB/HMGB1-PI3K/Akt/mTOR pathway].
PubMed·2024
Likelihood of Primary Cesarean Section Following Induction of Labor in Singleton Cephalic Pregnancies at Term, Compared With Expectant Management: An Australian Population-Based, Historical Cohort Study
Obstetrical & Gynecological Survey·2024
A cost analysis of upscaling access to continuity of midwifery carer: Population-based microsimulation in Queensland, Australia
Midwifery·2024· 4 citedOpen Access
Operationalizing the Consolidated Framework for Implementation Research to build and support the lived experience workforce in direct health service provision
Health Expectations·2024· 3 citedOpen Access
Economic evaluations performed alongside randomized implementation trials in clinical settings: a systematic review
Implementation Science Communications·2024· 2 citedOpen Access
Long-Term Effect of Having a Child at Risk of Developmental Delays on Parental Labor Force Participation
Maternal and Child Health Journal·2024· 2 citedOpen Access
Likelihood of primary cesarean section following induction of labor in singleton cephalic pregnancies at term, compared with expectant management: An Australian population‐based, historical cohort study
Acta Obstetricia Et Gynecologica Scandinavica·2024· 7 citedOpen Access
Referee report. For: mHealth clinical decision-making tools for maternal and perinatal health care in Sub-Saharan Africa: A systematic review protocol [version 1; peer review: 1 approved with reservations]
Faculty of 1000 Research Ltd·2024Open Access
Development and External Validation of Machine Learning Models to Predict Caesarean Section Following Induction of Labour Using Real-World, Population-Based Administrative Datasets
SSRN Electronic Journal·2024Open Access
Identification and Validation of Potential Novel Metabolite Biomarkers for Asd Based on Targeted Metabolomics
SSRN Electronic Journal·2024Open Access
Hospital length of stay prediction tools for all hospital admissions and general medicine populations: systematic review and meta-analysis
Frontiers in Medicine·2023· 22 citedOpen Access
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Frequent Co-authors

Emily Callander(15), Joanne Enticott(10), Valerie Slavin(9), Fang Zhang(5), Qiwei Zhai(5), Alayna Carrandi(5), David Ellwood(5), Ben Zhou(4), Joshua P. Vogel(4), Claudia Bull(4), Yuangao Wang(3), Jingxia Wu(3), Changgui Dai(3), Wenhao Yang(3), Hanmin Liu(3), Helena Teede(3), Caroline Homer(3), Xin Zhang(3), Menghong Yan(2), Shae Karger(2)