Self-correcting brain computer interface based on classification of multiple error-related potentials.

Electroencephalogram (EEG) based brain-computer interfaces (BCIs) have shown tremendous promise in facilitating direct non-invasive brain-control over external devices. However, their practical application is hampered due to errors in command interpretation. A promising strategy for improving BCI accuracy is based on detecting error-related potentials (ErrPs), which are EEG potentials evoked in response to errors.

Lack of neuropsychological effects following short-term subcallosal cingulate gyrus deep brain stimulation in treatment-resistant depression: a randomised crossover study.

Background: The subcallosal cingulate gyrus (SCG) is integral to cognitive function and mood regulation. Open-label SCG deep brain stimulation (DBS) studies demonstrate improvement or stabilisation of cognitive function in treatment-resistant depression (TRD).

Objective: This randomised controlled study aims to evaluate the neuropsychological effects of SCG-DBS.

Global Matrix 4.0 on Physical Activity for Children and Adolescents: Project Evolution, Process Evaluation, and Future Recommendations.

Background: The Global Matrix initiative provides unique insights into child and adolescent physical activity (PA) worldwide, yet requires substantial human efforts and financial support.

Purpose: This study aimed to evaluate the process and outcomes of the latest edition of the initiative, the Global Matrix 4.0, reflect on its evolution from earlier editions, and provide recommendations for future Global Matrices.

Characteristics of therapeutic and diagnostic errors in the management of traumatic brain injury by healthcare professionals: insights from forensic medical examinations on the quality of medical care.

Objective: Aim: To identify defects in the diagnosis and treatment of traumatic brain injury (TBI) committed by medical personnel at various stages of providing medical care based on the results of forensic medical examinations.

Patients And Methods: Materials and Methods: The article based on the study of medical care defects in cases of TBI. The research was conducted according to the data of forensic medical examinations by the SI "Main Bureau of Forensic Medical Examination of the Ministry of Health of Ukraine" from 2012 to 2021.