Parameters from site classification to harmonize MRI clinical studies: Application to a multi‐site Parkinson's disease dataset
Sign Up to like & getrecommendations! Published in 2022 at "Human Brain Mapping"
DOI: 10.1002/hbm.25838
Abstract: Multi‐site MRI datasets are crucial for big data research. However, neuroimaging studies must face the batch effect. Here, we propose an approach that uses the predictive probabilities provided by Gaussian processes (GPs) to harmonize clinical‐based… read more here.
Keywords: clinical studies; classification; parkinson disease; site classification ... See more keywords
Site effect and site classification in areas with large earthquakes
Sign Up to like & getrecommendations! Published in 2019 at "Soil Dynamics and Earthquake Engineering"
DOI: 10.1016/j.soildyn.2018.02.002
Abstract: Abstract This work presents an alternative methodology to establish seismic site classification. Also, the use of the new spectral parameters, named Spectral Threshold Displacement (STD) and Spectral Threshold Acceleration (STA), allow identifying the relevance of… read more here.
Keywords: large earthquakes; methodology; site; site classification ... See more keywords