Spatial difference boundary detection for multiple outcomes using Bayesian disease mapping
Regional aggregates of health outcomes over delineated administrative units (eg, states,
counties, and zip codes), or areal units, are widely used by epidemiologists to map mortality …
counties, and zip codes), or areal units, are widely used by epidemiologists to map mortality …
[HTML][HTML] Multivariate longitudinal modeling of macular ganglion cell complex: spatiotemporal correlations and patterns of longitudinal change
Purpose To investigate spatiotemporal correlations among ganglion cell complex (GCC)
superpixel thickness measurements and explore underlying patterns of longitudinal change …
superpixel thickness measurements and explore underlying patterns of longitudinal change …
Improved inference for areal unit count data using graph-based optimisation
Spatio-temporal count data relating to a set of non-overlapping areal units are prevalent in
many fields, including epidemiology and social science. The spatial autocorrelation inherent …
many fields, including epidemiology and social science. The spatial autocorrelation inherent …
[HTML][HTML] Computationally efficient localised spatial smoothing of disease rates using anisotropic basis functions and penalised regression fitting
D Lee - Spatial Statistics, 2024 - Elsevier
The spatial variation in population-level disease rates can be estimated from aggregated
disease data relating to N areal units using Bayesian hierarchical models. Spatial …
disease data relating to N areal units using Bayesian hierarchical models. Spatial …
A Spatially Varying Hierarchical Random Effects Model for Longitudinal Macular Structural Data in Glaucoma Patients
We model longitudinal macular thickness measurements to monitor the course of glaucoma
and prevent vision loss due to disease progression. The macular thickness varies over a …
and prevent vision loss due to disease progression. The macular thickness varies over a …
Deep Learning to Predict Glaucoma Progression using Structural Changes in the Eye
S Mandal - 2023 - search.proquest.com
Glaucoma is a group of chronic eye diseases characterized by optic neuropathy, which
causes irreversible vision loss. It is caused by progressive degeneration of the optic nerve …
causes irreversible vision loss. It is caused by progressive degeneration of the optic nerve …
A discrete kernel stick-breaking model for detecting spatial boundaries in hydraulic fracturing wastewater disposal well placement across Ohio
Detecting sharp differences, or boundaries, in areal data can uncover important biological,
physical and/or social differences between spatial regions. We introduce a new discrete …
physical and/or social differences between spatial regions. We introduce a new discrete …
Bayesian Models for Multivariate Difference Boundary Detection in Areal Data
Regional aggregates of health outcomes over delineated administrative units (eg, states,
counties, zip codes), or areal units, are widely used by epidemiologists to map mortality or …
counties, zip codes), or areal units, are widely used by epidemiologists to map mortality or …
Identifying boundaries in spatially continuous risk surfaces from spatially aggregated disease count data
D Lee - The Annals of Applied Statistics, 2023 - projecteuclid.org
Identifying boundaries in spatially continuous risk surfaces from spatially aggregated
disease count data Page 1 The Annals of Applied Statistics 2023, Vol. 17, No. 4, 3153–3172 …
disease count data Page 1 The Annals of Applied Statistics 2023, Vol. 17, No. 4, 3153–3172 …
[HTML][HTML] A Data-Driven Model for Simulating Longitudinal Visual Field Tests in Glaucoma
Purpose: To develop a simulation model for glaucomatous longitudinal visual field (VF) tests
with controlled progression rates. Methods: Longitudinal VF tests of 1008 eyes from 755 …
with controlled progression rates. Methods: Longitudinal VF tests of 1008 eyes from 755 …