Applications of functional data analysis: A systematic review (Q27023169)

health care outcome assessment

19 September 2019

1 reference

4 November 2020

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Caroline F Finch

2

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author name string

Shahid Ullah

series ordinal

1

1 reference

BMC Medical Research Methodology

language of work or name

1 reference

19 March 2013

5 references

20 June 2019

22 June 2019

19 September 2019

4 November 2020

5 references

20 June 2019

22 June 2019

19 September 2019

4 November 2020

13

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page(s)

43

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Creative Commons Attribution 2.0 Generic

copyright license

4 references

20 June 2019

22 June 2019

19 September 2019

https://scigraph.springernature.com/pub.10.1186/1471-2288-13-43

4 November 2020

0 references

0 references

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Using functional data analysis models to estimate future time trends in age-specific breast cancer mortality for the United States and England-Wales

21 March 2017

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Detection of outliers in gas emissions from urban areas using functional data analysis.

21 March 2017

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28 September 2017

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Effect of registration on cyclical kinematic data

28 September 2017

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FRATS: Functional Regression Analysis of DTI Tract Statistics

28 September 2017

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Functional data modelling approach for analysing and predicting trends in incidence rates--an application to falls injury.

28 September 2017

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Analyzing risk response dynamics on the web: the case of Hurricane Katrina

28 September 2017

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Functional principal component data analysis: a new method for analysing microbial community fingerprints

28 September 2017

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Simultaneous estimation of effects of gender, age and walking speed on kinematic gait data

28 September 2017

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Predicting microRNA targets in time-series microarray experiments via functional data analysis

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Speech production variability in fricatives of children and adults: results of functional data analysis

28 September 2017

1 reference

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Optimal classification for time-course gene expression data using functional data analysis

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional performance testing in participants with functional ankle instability and in a healthy control group

28 September 2017

1 reference

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Cross-modal interactions in the experience of musical performances: physiological correlates.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis of running kinematics in chronic Achilles tendon injury

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Inferring gene expression dynamics via functional regression analysis

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Biomarker discovery for arsenic exposure using functional data. Analysis and feature learning of mass spectrometry proteomic data

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis of joint coordination in the development of vertical jump performance.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Clustering of time-course gene expression data using functional data analysis

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis applied to a randomized controlled clinical trial in hemodialysis patients describes the variability of patient responses in the control of renal anemia

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

The relationship between neurocognitive function and noncontact anterior cruciate ligament injuries

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Characterizing daily urinary hormone profiles for women at midlife using functional data analysis

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis for gait curves study in Parkinson's disease.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Behavioral trajectories as predictors in event history analysis: male calling behavior forecasts medfly longevity

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis of prosodic effects on articulatory timing.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis of knee joint kinematics in the vertical jump

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Governmental health agencies need to assume leadership in injury prevention

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Using functional data analysis to summarise and interpret lactate curves.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Cross-modal interactions in the perception of musical performance.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Classification using functional data analysis for temporal gene expression data

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Forecasting age-specific breast cancer mortality using functional data models

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Normalizing temporal patterns to analyze sit-to-stand movements by using registration of functional data

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Measurement reproducibility in the early stages of biomarker development.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

A unified approach for morphometric and functional data analysis in young, old, and demented adults using automated atlas-based head size normalization: reliability and validation against manual measurement of total intracranial volume

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional principal component analysis of fMRI data.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Modeling of esophageal bolus flow by functional data analysis of scintigrams

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis in longitudinal settings using smoothing splines

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Two approaches to mutation detection based on functional data.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis with application to periodically stimulated foetal heart rate data. II: functional logistic regression

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analysis with application to periodically stimulated foetal heart rate data. I: functional regression.

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Evaluating the performance of the Lee-Carter method for forecasting mortality

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Time normalization of voice signals using functional data analysis

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional data analyses of lip motion

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Functional embedding for the classification of gene expression profiles

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Smoothing dynamic positron emission tomography time courses using functional principal components

31 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Nonstationary noise estimation in functional MRI.

31 May 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Brain activation measured using functional magnetic resonance imaging during the Tower of London task.

31 May 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Reproduction is adapted to survival characteristics across geographically isolated medfly populations.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

VASCo: computation and visualization of annotated protein surface contacts.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Characterizing the functional MRI response using Tikhonov regularization.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Comparison of measures of variability of speech movement trajectories using synthetic records.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Shrinkage estimation for functional principal component scores with application to the population kinetics of plasma folate.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Exploratory analysis of the spatio-temporal deformation of the myocardium during systole from tagged MRI.

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Functional Principal Component Regression and Functional Partial Least Squares

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Robust forecasting of mortality and fertility rates: A functional data approach

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Rainbow Plots, Bagplots, and Boxplots for Functional Data

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Stochastic population forecasts using functional data models for mortality, fertility and migration

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

A state space framework for automatic forecasting using exponential smoothing methods

21 January 2018

1 reference

https://api.crossref.org/works/10.1186%2F1471-2288-13-43

Constrained data decomposition and regression for analyzing healthy aging from fiber tract diffusion properties

21 January 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Group statistics of DTI fiber bundles using spatial functions of tensor measures

28 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3626842

Comparison of functional regression and nonfunctional regression approaches to the study of the walking velocity effect in force platform measures

28 November 2018

1 reference

https://pubmed.ncbi.nlm.nih.gov/23510439

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1186/1471-2288-13-43

1 reference

Dimensions Publication ID

742022

1 reference

9 September 2019

https://scigraph.springernature.com/pub.10.1186/1471-2288-13-43

742022

1 reference

1 reference

1 reference