Standardising an infant fNIRS analysis pipeline to investigate neurodevelopment in global health

Chiara Bulgarelli,Anna Blasi,Luca Pollonini,Sarah Lloyd-Fox,Laura Pirazzoli,Katherine L. Perdue,Charles A. Nelson,Clare E. Elwell

Standardising an infant fNIRS analysis pipeline to investigate neurodevelopment in global health

2020

Chiara Bulgarelli
Anna Blasi
Luca Pollonini
Sarah Lloyd-Fox
Laura Pirazzoli
Katherine L. Perdue
Charles A. Nelson
Clare E. Elwell

Data analysis methods for infant fNIRS data in global health are not standardised yet. This work proposes an analysis pipeline that improves the quality of the recovered HRF for use by other researchers in this field.

Keywords:

Neuroimaging
Global health
Wavelet
Computer science
Interpolation
Data mining
Data analysis
Neuroscience
Artificial intelligence
Machine learning
Medicine

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