Empirical Bayes method using surrounding pixel information for number and brightness analysis. [PDF]
Fukushima R, Yamamoto J, Kinjo M.
europepmc +1 more source
AI‐based localization of the epileptogenic zone using intracranial EEG
Abstract Artificial intelligence (AI) is rapidly transforming our lives. Machine learning (ML) enables computers to learn from data and make decisions without explicit instructions. Deep learning (DL), a subset of ML, uses multiple layers of neural networks to recognize complex patterns in large datasets through end‐to‐end learning.
Atsuro Daida +5 more
wiley +1 more source
A Parametric Empirical Bayes Approach to Personalized Reference Intervals and Reference Change Values. [PDF]
Røys EÅ +12 more
europepmc +1 more source
Covariance Structure Modeling of Engineering Demand Parameters in Cloud‐Based Seismic Analysis
ABSTRACT Probabilistic seismic demand modeling aims to estimate structural demand as a function of ground motion intensity—a critical stage in seismic risk assessment. Although many models exist to describe the structural demand, few consider the covariance among engineering demand parameters, potentially overlooking a key factor in improving the ...
Archie Rudman +3 more
wiley +1 more source
Quantifying Model Selection Uncertainty in Structural Analysis: Methodology and Application
ABSTRACT With increasing focus on complex engineering systems under rare events, computational models are critical for predictions due to the scarcity or absence of data. However, selecting an appropriate model can be challenging. Using a single model without available test calibration could result in significant bias in performance predictions. A case
Ya‐Heng Yang, Tracy C. Becker
wiley +1 more source
An empirical Bayes approach for constructing confidence intervals for clonality and entropy. [PDF]
Chen Z, Tian L, Olshen RA.
europepmc +1 more source
A Robust Test for Additive Gene-Environment Interaction Under the Trend Effect of Genotype Using an Empirical Bayes-Type Shrinkage Estimator. [PDF]
Sanyal N +8 more
europepmc +1 more source
Importance of Shrinkage in Empirical Bayes Estimates for Diagnostics: Problems and Solutions [PDF]
Radojka M. Savić, Mats O. Karlsson
openalex +1 more source

