AIMC Journal:
Medical & biological engineering & computing

Showing 221 to 230 of 330 articles

Contextual embedding bootstrapped neural network for medical information extraction of coronary artery disease records.

Medical & biological engineering & computing Apr 23, 2021
Coronary artery disease (CAD) is the major cause of human death worldwide. The development of new CAD early diagnosis methods based on medical big data has a great potential to reduce the risk of CAD death. In this process, neural network (NN), as a ...
Humans Neural Networks, Computer Coronary Artery Disease Information Storage and Retrieval Electronic Health Records Natural Language Processing
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Development and placement accuracy evaluation of an MR conditional robot for prostate intervention.

Medical & biological engineering & computing Apr 16, 2021
Robot-assisted prostate intervention under magnetic resonance imaging (MRI) guidance is a promising method to improve the clinical performance compared with the manual method. An MR conditional 6-DOF prostate intervention serial robot is developed an...
Needles Robotics Humans Male Prostate Algorithms Magnetic Resonance Imaging
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Jaya Ant lion optimization-driven Deep recurrent neural network for cancer classification using gene expression data.

Medical & biological engineering & computing Apr 13, 2021
Cancer is one of the deadly diseases prevailing worldwide and the patients with cancer are rescued only when the cancer is detected at the very early stage. Early detection of cancer is essential as, in the final stage, the chance of survival is limi...
Humans Databases, Factual Neural Networks, Computer Neoplasms Algorithms Gene Expression
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Effective recognition of human lower limb jump locomotion phases based on multi-sensor information fusion and machine learning.

Medical & biological engineering & computing Mar 21, 2021
Jump locomotion is the basic movement of human. However, no thorough research on the recognition of jump sub-phases has been carried so far. This paper aims to use multi-sensor information fusion and machine learning to recognize the human jump phase...
Machine Learning Lower Extremity Humans Electromyography Locomotion Algorithms
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Hybrid artificial fish particle swarm optimizer and kernel extreme learning machine for type-II diabetes predictive model.

Medical & biological engineering & computing Mar 18, 2021
The World Health Organization (WHO) estimated that in 2016, 1.6 million deaths caused were due to diabetes. Precise and on-time diagnosis of type-II diabetes is crucial to reduce the risk of various diseases such as heart disease, stroke, kidney dise...
Animals Diabetes Mellitus, Type 2 Machine Learning Algorithms Humans
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Transfer learning-based ensemble support vector machine model for automated COVID-19 detection using lung computerized tomography scan data.

Medical & biological engineering & computing Mar 18, 2021
The novel discovered disease coronavirus popularly known as COVID-19 is caused due to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and declared a pandemic by the World Health Organization (WHO). An early-stage detection of COVID-19 is...
Support Vector Machine Area Under Curve SARS-CoV-2 Lung Datasets as Topic Automation Humans Machine Learning COVID-19 Tomography, X-Ray Computed
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Wilson disease tissue classification and characterization using seven artificial intelligence models embedded with 3D optimization paradigm on a weak training brain magnetic resonance imaging datasets: a supercomputer application.

Medical & biological engineering & computing Feb 5, 2021
Wilson's disease (WD) is caused by copper accumulation in the brain and liver, and if not treated early, can lead to severe disability and death. WD has shown white matter hyperintensity (WMH) in the brain magnetic resonance scans (MRI) scans, but th...
Brain Humans Magnetic Resonance Imaging Artificial Intelligence Hepatolenticular Degeneration Reproducibility of Results
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Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks.

Medical & biological engineering & computing Feb 5, 2021
Chronic obstructive pulmonary disease (COPD) is a global burden, which is estimated to be the third leading cause of death worldwide by 2030. The economic burden of COPD grows continuously because it is not a curable disease. These conditions make CO...
Length of Stay Cognition Artificial Intelligence Algorithms Fuzzy Logic Humans Neural Networks, Computer
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Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data.

Medical & biological engineering & computing Feb 5, 2021
In the medical field, successful classification of microarray gene expression data is of major importance for cancer diagnosis. However, due to the profusion of genes number, the performance of classifying DNA microarray gene expression data using st...
Bayes Theorem Gene Expression Neoplasms Fuzzy Logic Algorithms Neural Networks, Computer Male Artificial Intelligence Humans
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Item response theory as a feature selection and interpretation tool in the context of machine learning.

Medical & biological engineering & computing Feb 3, 2021
Optimizing the number and utility of features to use in a classification analysis has been the subject of many research studies. Most current models use end-classifications as part of the feature reduction process, leading to circularity in the metho...
Humans Machine Learning Support Vector Machine
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