AIMC Topic: Algorithms

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An interpretable deep learning approach for autism spectrum disorder detection in children using NASNet-mobile.

Biomedical physics & engineering express Jun 3, 2025
Autism spectrum disorder (ASD) is a multifaceted neurodevelopmental disorder featuring impaired social interactions and communication abilities engaging the individuals in a restrictive or repetitive behaviour. Though incurable early detection and in...
Child Magnetic Resonance Imaging Neuroimaging Adolescent Child, Preschool Autism Spectrum Disorder Brain Male Deep Learning Female Humans Neural Networks, Computer Algorithms
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ICN intrusion detection method based on GA-CNN.

PloS one Jun 3, 2025
The current industrial control system network is susceptible to data theft attacks such as SQL injection in practical applications, resulting in data loss or leakage of enterprise secrets. To solve the network intrusion problem faced by industrial co...
Algorithms Neural Networks, Computer Computer Security
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FIAN: A frequency information-adaptive network for spatial-frequency domain pansharpening.

PloS one Jun 3, 2025
Pansharpening aims to combine the spatial information from high-resolution panchromatic (PAN) images with the spectral information from low-resolution multispectral (LRMS) images generating high-resolution multispectral (HRMS) images. While Convoluti...
Humans Image Processing, Computer-Assisted Neural Networks, Computer Algorithms
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Molecular Optimization Based on a Monte Carlo Tree Search and Multiobjective Genetic Algorithm.

Journal of chemical information and modeling Jun 2, 2025
In the realm of medicinal chemistry, the predominant challenge in molecular design lies in managing extensive molecular data sets and effectively screening for, as well as preserving, molecules with potential value. Traditional methodologies typicall...
Drug Discovery Monte Carlo Method Genetic Algorithms Algorithms Drug Design
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Perspectives of Artificial Intelligence Use for In-House Ethics Checks of Journal Submissions.

Journal of Korean medical science Jun 2, 2025
Artificial intelligence (AI) has shown its ability to transform academic writing and publishing. It offers significant benefits, including enhancing efficiency, consistency, and integrity, However, these advancements are accompanied by ethical concer...
Peer Review, Research Publishing Authorship Plagiarism Algorithms Humans Periodicals as Topic Artificial Intelligence
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Accuracy of Artificial Intelligence for Gatekeeping in Referrals to Specialized Care.

JAMA network open Jun 2, 2025
IMPORTANCE: Integrating artificial intelligence (AI) technologies into gatekeeping holds significant potential, as it efficiently handles repetitive tasks and can process large amounts of information quickly.
Brazil ROC Curve Referral and Consultation Primary Health Care Adult Male Middle Aged Female Aged Artificial Intelligence Humans Algorithms Retrospective Studies
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Computational approaches in drug chemistry leveraging python powered QSPR study of antimalaria compounds by using artificial neural networks.

Scientific reports Jun 2, 2025
The application of Machine Learning has become a revolutionary instrument in the domain of pharmaceutical research. Machine learning enables the modelling of Quantitative Structure Property Relationship, a crucial task in forecasting the physiochemic...
Humans Algorithms Antimalarials Quantitative Structure-Activity Relationship Neural Networks, Computer Machine Learning
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Predicting the tensile properties of heat treated and non-heat treated LPBFed AlSi10Mg alloy using machine learning regression algorithms.

PloS one Jun 2, 2025
In this study, the ability of machine learning algorithms to predict tensile properties of both heat-treated and non-heat treated LPBFed AlSi10Mg alloy is investigated. The data was analyzed using various Machine Learning Regression (MLR) models such...
Tensile Strength Alloys Machine Learning Algorithms Materials Testing Hot Temperature Magnesium
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Early detection of occupational stress: Enhancing workplace safety with machine learning and large language models.

PloS one Jun 2, 2025
Occupational stress is a major concern for employers and organizations as it compromises decision-making and overall safety of workers. Studies indicate that work-stress contributes to severe mental strain, increased accident rates, and in extreme ca...
Early Diagnosis Large Language Models Occupational Stress Occupational Health Workplace Language Female Male Surveys and Questionnaires Adult Humans Machine Learning Algorithms
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Skin cancer segmentation and classification by implementing a hybrid FrCN-(U-NeT) technique with machine learning.

PloS one Jun 2, 2025
Skin cancer is a severe and rapidly advancing condition that can be impacted by multiple factors, including alcohol and tobacco use, allergies, infections, physical activity, exposure to UV light, viral infections, and the effects of climate change. ...
Machine Learning Algorithms Melanoma Humans Neural Networks, Computer Skin Neoplasms Image Processing, Computer-Assisted
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