Nationwide Survey of Atopic Myelitis and Plexin D1‐Immunoglobulin G‐Related Pain
ABSTRACT Objective To elucidate the features of plexin D1‐immunoglobulin (Ig)G‐associated neuropathic pain and its relationship to atopic myelitis (AM) in a nationwide Japanese survey. Methods A preliminary survey questionnaire was sent to 1574 selected departments (neurology and pediatrics/pediatric neurology) to explore the numbers of AM and plexin ...
Jun‐ichi Kira +10 more
wiley +1 more source
Tensor Envelope Partial Least-Squares Regression
Partial least squares (PLS) is a prominent solution for dimension reduction and high-dimensional regressions. Recent prevalence of multidimensional tensor data has led to several tensor versions of the PLS algorithms. However, none offers a population model and interpretation, and statistical properties of the associated parameters remain intractable ...
Zhang, Xin, Li, Lexin
openaire +1 more source
Lessons Learned: Quality Analysis of Optical Coherence Tomography in Neuromyelitis Optica
ABSTRACT Introduction Optical coherence tomography (OCT)‐derived retina measurements are markers for neuroaxonal visual pathway status. High‐quality OCT scans are essential for reliable measurements, but their acquisition is particularly challenging in eyes with severe visual impairment, as often observed in neuromyelitis optica spectrum disorders ...
Hadi Salih +40 more
wiley +1 more source
Using Partial Least Squares for Nonconvulsive Epileptic Seizure Detection
Nonconvulsive status epilepticus (NCSE) is a condition where the patient is exposed to abnormally prolonged nonconvulsive epileptic seizures (NCES)(epileptic seizures without evident physical symptoms). Hence, the diagnosis can only be stated by means of
Yissel Rodríguez Aldana +5 more
doaj
Assessment the Relationship between Rural Sustainability and Tourism Development by Modifier Role of Local People Perception [PDF]
Local people always play a very important role in rural tourism development decisions. So that it is always known as one of the principles of sustainable tourism development.
Mohammad Najjarzadeh +2 more
doaj
Short-Term Load Forecasting with Tensor Partial Least Squares-Neural Network
Short-term load forecasting is very important for power systems. The load is related to many factors which compose tensors. However, tensors cannot be input directly into most traditional forecasting models.
Yu Feng, Xianfeng Xu, Yun Meng
doaj +1 more source
Post‐COVID Fatigue Is Associated With Reduced Cortical Thickness After Hospitalization
ABSTRACT Objective Neuropsychiatric symptoms are among the most prevalent sequelae of COVID‐19, particularly among hospitalized patients. Recent research has identified volumetric brain changes associated with COVID‐19. However, it currently remains poorly understood how brain changes relate to post‐COVID fatigue and cognitive deficits.
Tim J. Hartung +190 more
wiley +1 more source
Forecasting 1 to h steps ahead using partial least squares. [PDF]
This paper proposes a methodology to jointly generate optimal forecastsfrom an autoregression of order p for 1 to h steps ahead. The relevant model isa Partial Least Squares Autoregression, which is positioned in between a singleAR(p) model for all ...
Franses, Ph.H.B.F.
core +1 more source
On Fuzzy Regression Adapting Partial Least Squares [PDF]
Partial Least Squared (PLS) regression is a model linking a dependent variable y to a set of X (numerical or categorical) explanatory variables. It can be obtained as a series of simple and multiple regressions of simple and multiple regressions.
A. BASARAN +2 more
core
Study on advanced partial least squares for quality-related fault detection
The issue of quality-related fault detection in the industrial process has attracted much attention in recent years. The partial least squares (PLS) is considered an efficient tool for predicting and monitoring.
Guisheng Zhang, Qingyi Tu, Jian Xie
doaj +1 more source

