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Spatial statistical machine learning models to assess the relationship between development vulnerabilities and educational factors in children in Queensland, Australia.

Draidi Areed W, Price A, Arnett K, Mengersen K. Draidi Areed W, et al. BMC Public Health. 2022 Nov 30;22(1):2232. doi: 10.1186/s12889-022-14541-7. BMC Public Health. 2022. PMID: 36451182 Free PMC article.

Where are the vulnerable children? Identification and comparison of clusters of young children with health and developmental vulnerabilities across Queensland.

Draidi Areed W, Price A, Arnett K, Mengersen K, Thompson H. Draidi Areed W, et al. PLoS One. 2024 Mar 15;19(3):e0298532. doi: 10.1371/journal.pone.0298532. eCollection 2024. PLoS One. 2024. PMID: 38489278 Free PMC article.

Bayesian cluster geographically weighted regression for spatial heterogeneous data.

Draidi Areed W, Price A, Thompson H, Hassan C, Malseed R, Mengersen K. Draidi Areed W, et al. R Soc Open Sci. 2024 Jun 19;11(6):231780. doi: 10.1098/rsos.231780. eCollection 2024 Jun. R Soc Open Sci. 2024. PMID: 39092145 Free PMC article.

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