[HTML][HTML] Neuropsychological detection and prediction using machine learning algorithms: a comprehensive review

M Shah, A Shandilya, K Patel, M Mehta, J Sanghavi… - Intelligent …, 2024 - Elsevier
Neuropsychological disorders (eg, dementia, epilepsy, brain cancer, autism, stroke, and
multiple sclerosis) adversely affect the quality of life of patients and their families; moreover …

External globus pallidus input to the dorsal striatum regulates habitual seeking behavior in male mice

M Baker, S Kang, SI Hong, M Song, MA Yang… - Nature …, 2023 - nature.com
The external globus pallidus (GPe) coordinates action-selection through GABAergic
projections throughout the basal ganglia. GPe arkypallidal (arky) neurons project exclusively …

Develo** brain vital signs: initial framework for monitoring brain function changes over time

S Ghosh Hajra, CC Liu, X Song, S Fickling… - Frontiers in …, 2016 - frontiersin.org
Clinical assessment of brain function relies heavily on indirect behavior-based tests.
Unfortunately, behavior-based assessments are subjective and therefore susceptible to …

Multimodal characterization of the semantic N400 response within a rapid evaluation brain vital sign framework

S Ghosh Hajra, CC Liu, X Song, SD Fickling… - Journal of translational …, 2018 - Springer
Background For nearly four decades, the N400 has been an important brainwave marker of
semantic processing. It can be recorded non-invasively from the scalp using electrical and/or …

Review of EEG-based pattern classification frameworks for dyslexia

H Perera, MF Shiratuddin, KW Wong - Brain informatics, 2018 - Springer
Dyslexia is a disability that causes difficulties in reading and writing despite average
intelligence. This hidden disability often goes undetected since dyslexics are normal and …

Machines, mathematics, and modules: the potential to provide real-time metrics for pain under anesthesia

K Peng, KD Karunakaran, S Green… - …, 2024 - spiedigitallibrary.org
The brain-based assessments under anesthesia have provided the ability to evaluate
pain/nociception during surgery and the potential to prevent long-term evolution of chronic …

A rapid event-related potential (ERP) method for point-of-care evaluation of brain function: development of the Halifax Consciousness Scanner

L Sculthorpe-Petley, C Liu, SG Hajra, H Parvar… - Journal of Neuroscience …, 2015 - Elsevier
Abstract Background Event-related potentials (ERPs) may provide a non-invasive index of
brain function for a range of clinical applications. However, as a lab-based technique, ERPs …

From group-level statistics to single-subject prediction: machine learning detection of concussion in retired athletes

R Boshra, K Dhindsa, O Boursalie… - … on Neural Systems …, 2019 - ieeexplore.ieee.org
There has been increased effort to understand the neurophysiological effects of concussion
aimed to move diagnosis and identification beyond current subjective behavioral …

[HTML][HTML] Neural activity related to productive vocabulary knowledge effects during second language comprehension

TK Allal-Sumoto, D Şahin, H Mizuhara - Neuroscience research, 2024 - Elsevier
Second language learners and educators often believe that improving one's listening ability
hinges on acquiring an extensive vocabulary and engaging in thorough listening practice …

Novel signal processing technique for capture and isolation of blink-related oscillations using a low-density electrode array for bedside evaluation of consciousness

CC Liu, SG Hajra, SD Fickling… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Objective: Blink-related oscillations derived from electroencephalography (EEG) have
recently emerged as an important measure of awareness. Combined with portable EEG …