AIMC Journal:
Scientific reports

Showing 1291 to 1300 of 5366 articles

Performance metrics outperform physiological indicators in robotic teleoperation workload assessment.

Scientific reports Dec 28, 2024
Robotics holds the potential to streamline the execution of repetitive and dangerous tasks, which are difficult or impossible for a human operator. However, in complex scenarios, such as nuclear waste management or disaster response, full automation ...
Male Spectroscopy, Near-Infrared Cognition Robotics Humans Female Workload Brain Young Adult Task Performance and Analysis Adult
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Explainable AI improves task performance in human-AI collaboration.

Scientific reports Dec 28, 2024
Artificial intelligence (AI) provides considerable opportunities to assist human work. However, one crucial challenge of human-AI collaboration is that many AI algorithms operate in a black-box manner where the way how the AI makes predictions remain...
Algorithms Female Male Adult Humans Task Performance and Analysis Artificial Intelligence
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Extreme learning machine for identifying soil-dwelling microorganisms cultivated on agar media.

Scientific reports Dec 28, 2024
The aim of this research is to create an automated system for identifying soil microorganisms at the genera level based on raw microscopic images of monocultural colonies grown in laboratory environment. The examined genera are: Fusarium, Trichoderma...
Culture Media Agar Soil Image Processing, Computer-Assisted Machine Learning Soil Microbiology
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Predictive modelling of hospital-acquired infection in acute ischemic stroke using machine learning.

Scientific reports Dec 28, 2024
Hospital-acquired infections (HAIs) are serious complication for patients with acute ischemic stroke (AIS), often resulting in poor functional outcomes. However, no existing model can specifically predict HAI in AIS patients. Therefore, we employed t...
Prognosis Female Aged Aged, 80 and over Male Middle Aged Humans Cross Infection ROC Curve Machine Learning Ischemic Stroke Algorithms
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Leveraging fuzzy embedded wavelet neural network with multi-criteria decision-making approach for coronary artery disease prediction using biomedical data.

Scientific reports Dec 28, 2024
Coronary artery disease (CAD) is the main cause of death. It is a complex heart disease that is linked with many risk factors and a variety of symptoms. In the past few years, CAD has experienced a remarkable growth. Prompt risk prediction of CAD wou...
Wavelet Analysis Machine Learning Humans Algorithms Fuzzy Logic Clinical Decision-Making Neural Networks, Computer Decision Making Coronary Artery Disease
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A new prediction model based on deep learning for pig house environment.

Scientific reports Dec 28, 2024
A prediction model of the pig house environment based on Bayesian optimization (BO), squeeze and excitation block (SE), convolutional neural network (CNN) and gated recurrent unit (GRU) is proposed to improve the prediction accuracy and animal welfar...
Swine Deep Learning Algorithms Temperature Bayes Theorem Animal Welfare Neural Networks, Computer Animals Housing, Animal Ammonia
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Clustering and classification for dry bean feature imbalanced data.

Scientific reports Dec 28, 2024
The traditional machine learning methods such as decision tree (DT), random forest (RF), and support vector machine (SVM) have low classification performance. This paper proposes an algorithm for the dry bean dataset and obesity levels dataset that c...
Algorithms Support Vector Machine Cluster Analysis Humans Machine Learning Obesity Decision Trees Fabaceae
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CDUNeXt: efficient ossification segmentation with large kernel and dual cross gate attention.

Scientific reports Dec 28, 2024
Ossification of the ligamentum flavum (OLF) is the main causative factor of spinal stenosis, but how to accurately and efficiently identify the ossification region is a clinical pain point and an urgent problem to be solved. Currently, we can only re...
Humans Algorithms Tomography, X-Ray Computed Ossification, Heterotopic Osteogenesis Spinal Stenosis Ligamentum Flavum Deep Learning Image Processing, Computer-Assisted
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Comparative evaluation of feature reduction methods for drug response prediction.

Scientific reports Dec 28, 2024
Personalized medicine aims to tailor medical treatments to individual patients, and predicting drug responses from molecular profiles using machine learning is crucial for this goal. However, the high dimensionality of the molecular profiles compared...
Cell Line, Tumor Humans Machine Learning Precision Medicine Neoplasms Antineoplastic Agents
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Macular patterns of neuronal and visual field loss in recovered optic neuritis identified by machine learning.

Scientific reports Dec 28, 2024
We used machine learning to investigate the residual visual field (VF) deficits and macula retinal ganglion cell (RGC) thickness loss patterns in recovered optic neuritis (ON). We applied archetypal analysis (AA) to 377 same-day pairings of 10-2 VF a...
Female Adult Male Humans Machine Learning Visual Fields Middle Aged Macula Lutea Tomography, Optical Coherence Optic Neuritis Retinal Ganglion Cells
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