Posttraumatic stress disorder (PTSD) is a common psychiatric condition among Veterans that is associated with deficits across a range of neuropsychological domains including working memory. While gold-standard psychosocial treatments are highly effective, there still remains a high rate of individuals who do not engage with or fully benefit from them. Cognitive training targeting specific working memory deficits in PTSD presents an alternative treatment approach that has shown promise for reducing re-experiencing symptoms. The current study evaluated a 16-session working memory training (WMT) program in Veterans with PTSD, focusing on two levels of interference control training. Feasibility, acceptability, and clinical efficacy were assessed. Results indicated that the intervention was generally feasible and acceptable to Veterans and revealed similar effects between groups in the intent to treat analyses; however, the high interference control training group yielded greater re-experiencing symptom reductions than the low interference control training group among individuals who were protocol adherent (Hedges' g = 0.57). There were significant reductions in overall PTSD severity across groups. Results are broadly consistent with theoretical models and prior clinical trials linking working memory task improvement to re-experiencing symptom reductions. These results point to the potential for working memory training to be a viable intervention for PTSD in Veterans, though further research is necessary for validation and exploration of broader clinical outcomes.
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http://dx.doi.org/10.1016/j.jpsychires.2024.11.072 | DOI Listing |
Environ Monit Assess
December 2024
School of Big Data and Statistics, Anhui University, Hefei, 230601, Anhui, China.
The monitoring of air pollution through the air quality index (AQI) is a fundamental tool in ensuring public health protection. Accurate prediction of air quality is necessary for the timely implementation of measures to control and manage air pollution, thereby mitigating its detrimental impact on human health. A novel hybrid prediction model is proposed, which is EMD-KMC-EC-SSA-VMD-LSTM.
View Article and Find Full Text PDFPLoS One
December 2024
Rotman Research Institute, Baycrest, Toronto, Ontario, Canada.
Cochlear implantation is a well-established method for restoring hearing sensation in individuals with severe to profound hearing loss. It significantly improves verbal communication for many users, despite substantial variability in patients' reports and performance on speech perception tests and quality-of-life outcome measures. Such variability in outcome measures remains several years after implantation and could reflect difficulties in attentional regulation.
View Article and Find Full Text PDFPLoS One
December 2024
School of Engineering, Huzhou University, Huzhou, P. R. China.
As the primary power source for electric vehicles, the accurate estimation of the State of Health (SOH) of lithium-ion batteries is crucial for ensuring the reliable operation of the power system. Long Short-Term Memory (LSTM), a special type of recurrent neural network, achieves sequence information estimation through a gating mechanism. However, traditional LSTM-based SOH estimation methods do not account for the fact that the degradation sequence of battery SOH exhibits trend-like nonlinearity and significant dynamic variations between samples.
View Article and Find Full Text PDFPsychol Rep
December 2024
Department of Psychology, Mersin University, Mersin, Turkey.
Previous studies have focused on the dual relationship among adverse childhood experiences (ACEs), cognitive abilities, and emotional eating. The current study aims to test the mediating role of executive functioning (working memory and inhibition) between ACEs and emotional eating. A total of 1105 community-based participants, aged 18-45 (Mean = 26.
View Article and Find Full Text PDFAdv Mater
December 2024
School of Biomedical Engineering, Sichuan University, Chengdu, 610065, China.
Stubborn biofilm infections pose serious threats to public health. Clinical practices highly rely on mechanical debridement and antibiotics, which often fail and lead to persistent and recurrent infections. The main culprits are 1) persistent bacteria reviving, colonizing, and rejuvenating biofilms, and 2) secondary pathogen exposure, particularly in individuals with chronic diseases.
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