AIMC Journal:
Scientific reports

Showing 571 to 580 of 5342 articles

Colonial bacterial memetic algorithm and its application on a darts playing robot.

Scientific reports Mar 28, 2025
In this paper, we present the Colonial Bacterial Memetic Algorithm (CBMA), an advanced evolutionary optimization approach for robotic applications. CBMA extends the Bacterial Memetic Algorithm by integrating Cultural Algorithms and co-evolutionary dy...
Robotics Algorithms Biological Evolution Bacteria
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Machine learning for risk prediction of acute kidney injury in patients with diabetes mellitus combined with heart failure during hospitalization.

Scientific reports Mar 28, 2025
This study aimed to develop a machine learning (ML) model for predicting the risk of acute kidney injury (AKI) in diabetic patients with heart failure (HF) during hospitalization. Using data from 1,457 patients in the MIMIC-IV database, the study ide...
Hospitalization Humans Aged Machine Learning Prognosis Heart Failure Female Male Middle Aged Algorithms Acute Kidney Injury Risk Assessment Diabetes Mellitus Risk Factors
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A deep learning approach to remotely assessing essential tremor with handwritten images.

Scientific reports Mar 28, 2025
Essential tremor (ET) is the most prevalent movement disorder, with its incidence increasing with age, significantly impacting motor functions and quality of life. Traditional methods for assessing ET severity are often time-consuming, subjective, an...
Middle Aged Severity of Illness Index Humans Handwriting Essential Tremor Deep Learning Aged, 80 and over Male Female Aged
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Machine learning based intratumor heterogeneity related signature for prognosis and drug sensitivity in breast cancer.

Scientific reports Mar 28, 2025
Intratumor heterogeneity (ITH) is involved in tumor evolution and drug resistance. Drug sensitivity shows discrepancy in different breast cancer (BRCA) patients due to ITH. The genes mediating ITH in BRCA and their role in predicting prognosis and dr...
Drug Resistance, Neoplasm Tumor Microenvironment Biomarkers, Tumor Cell Line, Tumor Gene Expression Regulation, Neoplastic Prognosis Gene Expression Profiling Female Humans Breast Neoplasms Machine Learning
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The interpretable machine learning model for depression associated with heavy metals via EMR mining method.

Scientific reports Mar 28, 2025
Limited research exists on the association between depression and heavy metal exposure. This study aims to develop an interpretable and efficient machine learning (ML) model with robust performance to identify depression linked to heavy metal exposur...
Metals, Heavy Nutrition Surveys Data Mining Female Adult Middle Aged Depression Male Machine Learning Humans Algorithms
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Detection of cotton crops diseases using customized deep learning model.

Scientific reports Mar 28, 2025
The agricultural industry is experiencing revolutionary changes through the latest advances in artificial intelligence and deep learning-based technologies. These powerful tools are being used for a variety of tasks including crop yield estimation, c...
Artificial Intelligence Algorithms Crops, Agricultural Plant Diseases Gossypium Deep Learning Agriculture
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An effectiveness of machine learning models for estimate the financial cost of assistive services to disability care in the Kingdom of Saudi Arabia.

Scientific reports Mar 28, 2025
As per the World Health Organization (WHO), the justifications of people with disabilities globally are restricted by physical and social barriers that exclude their full contribution to society. Constructed environment barriers can limit the availab...
Saudi Arabia Humans Persons with Disabilities Machine Learning Self-Help Devices
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Multimodal medical image fusion combining saliency perception and generative adversarial network.

Scientific reports Mar 27, 2025
Multimodal medical image fusion is crucial for enhancing diagnostic accuracy by integrating complementary information from different imaging modalities. Current fusion techniques face challenges in effectively combining heterogeneous features while p...
Multimodal Imaging Image Interpretation, Computer-Assisted Humans Deep Learning Algorithms Neural Networks, Computer Image Processing, Computer-Assisted
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Fall recognition using a three stream spatio temporal GCN model with adaptive feature aggregation.

Scientific reports Mar 27, 2025
The prevention of falls is paramount in modern healthcare, particularly for the elderly, as falls can lead to severe injuries or even fatalities. Additionally, the growing incidence of falls among the elderly, coupled with the urgent need to prevent ...
Male Spatio-Temporal Analysis Accidental Falls Neural Networks, Computer Female Algorithms Aged Humans
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Understanding spatiotemporal variation of heatwave projections across US cities.

Scientific reports Mar 27, 2025
Heatwaves are one of the deadliest meteorological hazards, posing a substantial risk to human health, environment, and the economy. The frequency and intensity of heatwaves have substantially escalated throughout the United States (US), as evidenced ...
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