Numerical approach and physical description for a two-capacitive neuron and its adaptive network dynamics DOI
Yixuan Chen, Qun Guo,

Xiaofeng Zhang

et al.

Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 189, P. 115738 - 115738

Published: Nov. 14, 2024

Language: Английский

Intelligent Internet of Medical Things for Depression: Current Advancements, Challenges, and Trends DOI Creative Commons
Md Belal Bin Heyat, Deepak Adhikari, Faijan Akhtar

et al.

International Journal of Intelligent Systems, Journal Year: 2025, Volume and Issue: 2025(1)

Published: Jan. 1, 2025

We investigated the fusion of Intelligent Internet Medical Things (IIoMT) with depression management, aiming to autonomously identify, monitor, and offer accurate advice without direct professional intervention. Addressing pivotal questions regarding IIoMT’s role in identification, its correlation stress anxiety, impact machine learning (ML) deep (DL) on depressive disorders, challenges potential prospects integrating management IIoMT, this research offers significant contributions. It integrates artificial intelligence (AI) (IoT) paradigms expand studies, highlighting data science modeling’s practical application for intelligent service delivery real‐world settings, emphasizing benefits within IoT. Furthermore, it outlines an IIoMT architecture gathering, analyzing, preempting employing advanced analytics enhance intelligence. The study also identifies current challenges, future trajectories, solutions domain, contributing scientific understanding management. evaluates 168 closely related articles from various databases, including Web Science (WoS) Google Scholar, after rejection repeated books. shows that there is 48% growth articles, mainly focusing symptoms, detection, classification. Similarly, most being conducted United States America, trend increasing other countries around globe. These results suggest essence automated monitoring, suggestions handling depression.

Language: Английский

Citations

1
Auramine O, food dye induces cognitive impairment, anxiety, alters synaptic transmission and neural growth in zebrafish model DOI

Karthikeyan Ramamurthy,

Santhanam Sanjai Dharshan,

Ashok Kumar

et al.

Journal of Environmental Sciences, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 1, 2025

Language: Английский

Citations

0
The resilience instrument for older adults: scale development and preliminary validation DOI Creative Commons
Chun Hu, Chun‐Qing Zhang, Jingdong Liu

et al.

Cogent Psychology, Journal Year: 2025, Volume and Issue: 12(1)

Published: Feb. 4, 2025

Language: Английский

Citations

0
Employing artificial bee and ant colony optimization in machine learning techniques as a cognitive neuroscience tool DOI Creative Commons
Kajal Mahawar, Punam Rattan, Ammar Jalamneh

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: March 24, 2025

Higher education is essential because it exposes students to a variety of areas. The academic performance IT crucial and might fail if isn't documented identify the features influencing them, as well their strengths shortcomings. student prediction system needs be enhanced so that teachers can forecast students' performance. Numerous studies have been conducted increase accuracy students, but they encountered difficulties with unbalanced data algorithm tuning. To address these issues, study proposed different machine learning (ML) algorithms handled imbalanced by applying synthetic minority oversampling technique (SMOTE) employing hyperparameter tuning enhance during training process. ML models we used were decision tree (DT), k-nearest neighbor, XGBoost. fine-tuned Ant colony optimization (ACO) artificial bee techniques. Subsequently, techniques further models. After comparing results showed SMOTE ACO combined DT model outperformed other for prediction. Additionally, utilized Kendall Tau correlation coefficient analyze between factors positively or negatively impact success.

Language: Английский

Citations

0
The effect of clozapine on immune-related biomarkers in schizophrenia patients DOI Creative Commons

Lu Shao,

Li Yu,

ZhiYao Yuan

et al.

Brain Research Bulletin, Journal Year: 2024, Volume and Issue: unknown, P. 111104 - 111104

Published: Oct. 1, 2024

Language: Английский

Citations

2
Neuroimaging Findings of Psychosis in Alzheimer's Disease: A Systematic Review DOI Creative Commons
Fardin Nabizadeh,

Shadi Sheykhlou,

Sara Mahmoodi

et al.

Brain and Behavior, Journal Year: 2024, Volume and Issue: 15(1)

Published: Dec. 31, 2024

Previous studies on neuroimaging findings in Alzheimer's disease (AD) patients with hallucinations and delusions have yielded inconsistent results. We aimed to systematically review of AD describe the most prominent features.

Language: Английский

Citations

1
Numerical approach and physical description for a two-capacitive neuron and its adaptive network dynamics DOI
Yixuan Chen, Qun Guo,

Xiaofeng Zhang

et al.

Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 189, P. 115738 - 115738

Published: Nov. 14, 2024

Language: Английский

Citations

0