AIMC Journal:
Scientific reports

Showing 211 to 220 of 5092 articles

Advanced smart assistance with enhancing social interaction and daily activities for visually impaired individuals using deep learning with modified seagull optimization.

Scientific reports May 13, 2025
Visually impaired individuals face daily challenges in social engagement and routine activities due to limited access to real-time environmental information. Damage detection is a common approach in infrastructure that combines steel and concrete rei...
Deep Learning Social Interaction Activities of Daily Living Humans Persons with Visual Disabilities
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Dual level dengue diagnosis using lightweight multilayer perceptron with XAI in fog computing environment and rule based inference.

Scientific reports May 13, 2025
Over the last fifty years, arboviral infections have made an unparalleled contribution to worldwide disability and morbidity. Globalization, population growth, and unplanned urbanization are the main causes. Dengue is regarded as the most significant...
Algorithms Humans Dengue Deep Learning Neural Networks, Computer Multilayer Perceptrons Machine Learning Dengue Virus Cloud Computing
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Leveraging explainable artificial intelligence with ensemble of deep learning model for dementia prediction to enhance clinical decision support systems.

Scientific reports May 13, 2025
The prevalence of dementia is growing worldwide due to the fast ageing of the population. Dementia is an intricate illness that is frequently produced by a mixture of genetic and environmental risk factors. There is no treatment for dementia yet; the...
Decision Support Systems, Clinical Risk Factors Artificial Intelligence Aged Deep Learning Humans Algorithms Dementia
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Constructing a prediction model for acute pancreatitis severity based on liquid neural network.

Scientific reports May 13, 2025
Acute pancreatitis (AP) is a common disease, and severe acute pancreatitis (SAP) has a high morbidity and mortality rate. Early recognition of SAP is crucial for prognosis. This study aimed to develop a novel liquid neural network (LNN) model for pre...
ROC Curve Logistic Models Acute Disease Pancreatitis Middle Aged Severity of Illness Index Male Retrospective Studies Female Aged Adult Neural Networks, Computer Prognosis Humans
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Early detection of mental health disorders using machine learning models using behavioral and voice data analysis.

Scientific reports May 13, 2025
People of all demographics are impacted by mental illness, which has become a widespread and international health problem. Effective treatment and support for mental illnesses depend on early discovery and precise diagnosis. Notably, delayed diagnosi...
Machine Learning Mental Disorders Humans Voice Support Vector Machine Early Diagnosis
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Evaluating the factors influencing accuracy, interpretability, and reproducibility in the use of machine learning classifiers in biology to enable standardization.

Scientific reports May 13, 2025
The complexity and variability of biological data has promoted the increased use of machine learning methods to understand processes and predict outcomes. These same features complicate reliable, reproducible, interpretable, and responsible use of su...
Humans Reproducibility of Results Machine Learning
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An intelligent optimized object detection system for disabled people using advanced deep learning models with optimization algorithm.

Scientific reports May 13, 2025
Visually impaired persons face several problems in their day-to-day lives, and technological intermediaries might help them encounter their challenges. Among other beneficial technologies, object detection (OD) is a computer technology related to ima...
Image Processing, Computer-Assisted Persons with Visual Disabilities Neural Networks, Computer Humans Algorithms Deep Learning Persons with Disabilities
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Blockchain enabled collective and combined deep learning framework for COVID19 diagnosis.

Scientific reports May 13, 2025
The rapid spread of SARS-CoV-2 has highlighted the need for intelligent methodologies in COVID-19 diagnosis. Clinicians face significant challenges due to the virus's fast transmission rate and the lack of reliable diagnostic tools. Although artifici...
Humans Deep Learning COVID-19 Tomography, X-Ray Computed Blockchain SARS-CoV-2
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The analysis of artificial intelligence knowledge graphs for online music learning platform under deep learning.

Scientific reports May 12, 2025
This work proposes a personalized music learning platform model based on deep learning, aiming to provide efficient and customized learning recommendations by integrating audio, video, and user behavior data. This work uses Convolutional Neural Netwo...
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Novel Flexible Ureteroscopic System for intrarenal pelvic and intracaliceal pressure measurement in porcine models.

Scientific reports May 12, 2025
This study evaluates the consistency between intrarenal pelvic pressures (IPP) and intracaliceal pressures (ICP) and explores the impacts of irrigation flow rate (IFR) and ureteral access sheath (UAS) position on ICP using a novel Flexible Ureterosco...
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