Bayesian Hierarchical Models for Protein Networks in Single-Cell Mass Cytometry
Riten Mitra +3 more
doaj
SHADE: A multilevel Bayesian framework for modeling directional spatial interactions in tissue microenvironments. [PDF]
Eliason J, Peruzzi M, Rao A.
europepmc +1 more source
Species distribution modeling with expert elicitation and Bayesian calibration
Species distribution models (SDM) are key tools in ecology, conservation, and natural resources management. They are traditionally trained with data on direct species observations. However, if collecting species data is difficult or expensive, complementary information sources on species distributions are needed.
Karel Kaurila +3 more
wiley +1 more source
Development of a Bayesian Hierarchical Model for Medical Resource-Limited Settings: Prediction of Treatment Efficacy in Breast Cancer Patients in Kenya. [PDF]
Muhati N +6 more
europepmc +1 more source
Predicting oxygen thresholds of marine taxa to improve ecological forecasts
Species' ranges are shifting in response to increasing temperature and decreasing oxygen in coastal oceans. Predicting these shifts is limited by information on physiological oxygen thresholds and how they depend on temperature. Here we collate laboratory‐derived measurements of a common oxygen threshold, pcrit, for 148 animal species that span six ...
Timothy E. Essington +2 more
wiley +1 more source
Abstract As a part of the International Workshop on Genotoxicity Testing (IWGT) in 2022, a workgroup was formed to evaluate the level of validation and regulatory acceptance of transcriptomic biomarkers that identify genotoxic substances. Several such biomarkers have been developed using various molecular techniques and computational approaches. Within
Matthew J. Meier +7 more
wiley +1 more source
Bayesian spatio-temporal modeling of COVID-19 incidence in Algerian provinces using integrated nested Laplace approximations. [PDF]
Asri A.
europepmc +1 more source
Hierarchical Bayesian modeling of multiregion brain cell count data. [PDF]
Dimmock S +8 more
europepmc +1 more source
Seismic Design of Concrete Dams: An Integrated Risk‐Informed Performance‐Based (RIPB) Framework
ABSTRACT This paper advances the integration of risk‐informed principles into the seismic design of dams—a domain long guided by standards‐based, largely deterministic approaches. While performance‐based earthquake engineering is well established for buildings and bridges, its systematic adoption in dam engineering remains limited. We first address two
M. Amin Hariri‐Ardebili, Larry K. Nuss
wiley +1 more source

