By Dr Xin Zhang

Journal articles

Hu Y; Zhang X; Gokhale S; Slavin V; Enticott J; Callander E, 2026, 'Prediction models for caesarean section following induction of labour: a systematic review of methodology and reporting quality', BMC Medical Research Methodology, 26, http://dx.doi.org/10.1186/s12874-026-02767-7

Yap LW; Levin A; Jiang Y; Nhu D; Gong S; Warty R; Anaya DV; Li Q; Lu Y; Gao R; Zhang X; Ilyas T; Smith V; Thomas A; Wibrianto A; Zhang Y; Limas J; McCracken SA; Morris JM; Mol BW; Wallace EM; Ju AL; Ge Z; Marzbanrad F; Cheng W, 2025, 'An intelligent, compact wearable pressure-strain combo sensor system for continuous fetal movement monitoring', Science Advances, 11, http://dx.doi.org/10.1126/sciadv.ady2661

Hu Y; Zhang X; Slavin V; Enticott J; Callander E, 2025, 'Explainable machine learning model for predicting cesarean section following induction of labor: Development and external validation using real-world data', Plos Digital Health, 4, http://dx.doi.org/10.1371/journal.pdig.0001061

Hu Y; Zhang X; Slavin V; Belsti Y; Tiruneh SA; Callander E; Enticott J, 2025, 'Beyond Comparing Machine Learning and Logistic Regression in Clinical Prediction Modelling: Shifting from Model Debate to Data Quality', Journal of Medical Internet Research, 27, http://dx.doi.org/10.2196/77721

Zhang X; Mehta D; Hu Y; Zhu C; Darby D; Yu Z; Merlo D; Gresle M; van der Walt A; Butzkueven H; Ge Z, 2025, 'Adaptive transformer modelling of density function for nonparametric survival analysis', Machine Learning, 114, http://dx.doi.org/10.1007/s10994-024-06686-w

Han X; Zhang X; Zhang J; Lin H; Xu Y; Liu C; Zhang Y; Jin A; Mehta D; Gu X; Ruan X; Tan X; Ge Z; Luo L, 2025, 'Automated Quantification of Lens Cortex and Nuclear Opacity Based on Swept-Source Anterior Segment Optical Coherence Tomography.', J Refract Surg, 41, pp. e1042 - e1048, http://dx.doi.org/10.3928/1081597X-20250707-09

Gong S; Zhang X; Nguyen XA; Shi Q; Lin F; Chauhan S; Ge Z; Cheng W, 2023, 'Hierarchically resistive skins as specific and multimetric on-throat wearable biosensors.', Nat Nanotechnol, 18, pp. 889 - 897, http://dx.doi.org/10.1038/s41565-023-01383-6

Hu Y; Zhang X; Callander E, 2023, 'Unlocking big data to understand health services usage and government funding during pregnancy and early childhood, evidence in Australia.', Birth, 50, pp. 890 - 915, http://dx.doi.org/10.1111/birt.12738

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