Results 51 to 60 of about 3,633,355 (289)
Functional Data Analysis and Visualisation of Three-Dimensional Surface Shape [PDF]
Stanislav Katina +2 more
openalex +1 more source
Functional linear regression analysis for longitudinal data
We propose nonparametric methods for functional linear regression which are designed for sparse longitudinal data, where both the predictor and response are functions of a covariate such as time.
Müller, Hans-Georg +2 more
core +1 more source
Functional data analysis view of functional near infrared spectroscopy data
Functional near infrared spectroscopy (fNIRS) is a powerful tool for the study of oxygenation and hemodynamics of living tissues. Despite the continuous nature of the processes generating the data, analysis of fNIRS data has been limited to discrete-time methods.
Zeinab, Barati +2 more
openaire +2 more sources
ABSTRACT Background The delipid extracorporeal lipoprotein filter from plasma (DELP) treatment can effectively reduce blood lipid, increase blood flow, and improve neurological deficits in patients with acute ischemic stroke (AIS). However, its effect on vision and retinal microcirculation in stroke patients has never been reported.
Ning Li +9 more
wiley +1 more source
In the field of medical imaging, one of the most extended research setups consists of the comparison between two groups of images, a pathological set against a control set, in order to search for statistically significant differences in brain activity ...
Juan A. Arias-López +2 more
doaj +1 more source
Combining Functional Data Registration and Factor Analysis
We extend the definition of functional data registration to encompass a larger class of registered functions. In contrast to traditional registration models, we allow for registered functions that have more than one primary direction of variation.
Earls, Cecilia, Hooker, Giles
core +2 more sources
Principal Component Analysis for Functional Data [PDF]
In functional principal component analysis (PCA), we treat the data that consist of functions not of vectors (Ramsay and Silverman, 1997). It is an attractive methodology, because we often meet the cases where we wish to apply PCA to such data.
Tanaka, Yutaka, Yamanishi, Yoshihiro
core +1 more source
Revealing the structure of land plant photosystem II: the journey from negative‐stain EM to cryo‐EM
Advances in cryo‐EM have revealed the detailed structure of Photosystem II, a key protein complex driving photosynthesis. This review traces the journey from early low‐resolution images to high‐resolution models, highlighting how these discoveries deepen our understanding of light harvesting and energy conversion in plants.
Roman Kouřil
wiley +1 more source
Constructing a Control Chart Using Functional Data
This study proposes a control chart based on functional data to detect anomalies and estimate the normal output of industrial processes and services such as those related to the energy efficiency domain.
Miguel Flores +5 more
doaj +1 more source
COVID-19 Data Imputation by Multiple Function-on-Function Principal Component Regression
The aim of this paper is the imputation of missing data of COVID-19 hospitalized and intensive care curves in several Spanish regions. Taking into account that the curves of cases, deceases and recovered people are completely observed, a function-on ...
Christian Acal +3 more
doaj +1 more source

