A machine learning approach to identify functional biomarkers in human prefrontal cortex for individuals with traumatic brain injury using functional near-infrared spectroscopy

Abnormality of low frequency cerebral hemodynamics oscillations in TBI population

(2016) Victor Chernomordik et al.   BRAIN RESEARCH

Practical Steps for Applying a New Dynamic Model to Near-Infrared Spectroscopy Measurements of Hemodynamic Oscillations and Transient Changes

(2014) Jana M. Kainerstorfer et al.   ACADEMIC RADIOLOGY

Comparison of Frequency and Time Domain Methods of Assessment of Cerebral Autoregulation in Traumatic Brain Injury

(2014) Xiuyun Liu et al.   JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM

Prefrontal cortex hemodynamics and age: a pilot study using functional near infrared spectroscopy in children

(2014) Afrouz A. Anderson et al.   Frontiers in Neuroscience

Verbal working memory impairments following traumatic brain injury: an fNIRS investigation

(2013) Anna C. Rodriguez Merzagora et al.   Brain Imaging and Behavior

General equation for the differential pathlength factor of the frontal human head depending on wavelength and age

(2013) Felix Scholkmann et al.   JOURNAL OF BIOMEDICAL OPTICS

A Haemodynamic Brain–Computer Interface Based on Real-Time Classification of near Infrared Spectroscopy Signals during Motor Imagery and Mental Arithmetic

(2013) Matthias Stangl et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY

Oxyhemoglobin Changes During Cognitive Rehabilitation After Traumatic Brain Injury Using Near Infrared Spectroscopy

(2013) Shin HIBINO et al.   NEUROLOGIA MEDICO-CHIRURGICA

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Novel Machine Learning Methods for ERP Analysis: A Validation From Research on Infants at Risk for Autism

(2012) Daniel Stahl et al.   DEVELOPMENTAL NEUROPSYCHOLOGY

Normative database of judgment of complexity task with functional near infrared spectroscopy—Application for TBI

(2012) Franck Amyot et al.   NEUROIMAGE

EEG complexity as a biomarker for autism spectrum disorder risk

(2011) William Bosl et al.   BMC Medicine

Towards a system-paced near-infrared spectroscopy brain–computer interface: differentiating prefrontal activity due to mental arithmetic and mental singing from the no-control state

(2011) Sarah D Power et al.   Journal of Neural Engineering

Single-trial classification of motor imagery differing in task complexity: a functional near-infrared spectroscopy study

(2011) Lisa Holper et al.   Journal of NeuroEngineering and Rehabilitation

Enhanced performance by a hybrid NIRS–EEG brain computer interface

(2011) Siamac Fazli et al.   NEUROIMAGE

FUNCTIONAL NEAR-INFRARED SPECTROSCOPY–BASED ASSESSMENT OF ATTENTION IMPAIRMENTS AFTER TRAUMATIC BRAIN INJURY

(2011) ANNA C. MERZAGORA et al.   Journal of Innovative Optical Health Sciences

Classification of prefrontal activity due to mental arithmetic and music imagery using hidden Markov models and frequency domain near-infrared spectroscopy

(2010) Sarah D Power et al.   Journal of Neural Engineering

New diagnostic EEG markers of the Alzheimer’s disease using visibility graph

(2010) Mehran Ahmadlou et al.   JOURNAL OF NEURAL TRANSMISSION

Evaluating imaging biomarkers for neurodegeneration in pre-symptomatic Huntington's disease using machine learning techniques

(2010) Angela Rizk-Jackson et al.   NEUROIMAGE

Decoding subjective preference from single-trial near-infrared spectroscopy signals

(2008) Sheena Luu et al.   Journal of Neural Engineering

Frontal Hypoactivation on Functional Magnetic Resonance Imaging in Working Memory after Severe Diffuse Traumatic Brain Injury

(2008) Rocío Sánchez-Carrión et al.   JOURNAL OF NEUROTRAUMA

Mild traumatic brain injury and its sequelae: Characterisation of divided attention deficits

(2008) Nadia Paré et al.   NEUROPSYCHOLOGICAL REHABILITATION

Cerebral pressure autoregulation in traumatic brain injury

(2008) Leonardo Rangel-Castilla et al.   Neurosurgical Focus