AIMC Topic: Fractals

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Gene essentiality prediction based on fractal features and machine learning.

Molecular bioSystems Feb 28, 2017
Essential genes are required for the viability of an organism. Accurate and rapid identification of new essential genes is of substantial theoretical interest to synthetic biology and has practical applications in biomedicine. Fractals provide facili...
Humans Machine Learning ROC Curve Genomics Bacteria Genes, Essential Nonlinear Dynamics Genes, Bacterial Databases, Nucleic Acid Fractals
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Fractal and twin SVM-based handgrip recognition for healthy subjects and trans-radial amputees using myoelectric signal.

Biomedizinische Technik. Biomedical engineering Feb 1, 2016
Identifying functional handgrip patterns using surface electromygram (sEMG) signal recorded from amputee residual muscle is required for controlling the myoelectric prosthetic hand. In this study, we have computed the signal fractal dimension (FD) an...
Humans Algorithms Female Reproducibility of Results Adult Sensitivity and Specificity Male Support Vector Machine Hand Strength Muscle, Skeletal Electromyography Reference Values Pattern Recognition, Automated Muscle Contraction Fractals Amputation Stumps
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Predictive model of synovial membrane degradation using semi-automated morphometry and artificial neural networks.

Romanian journal of morphology and embryology = Revue roumaine de morphologie et embryologie Jan 1, 2016
Gonarthrosis is a degenerative disease that affects mainly older people, but whose incidence has increased significantly in the last decade in population under the age of 65. The main objective of this study was developing a predictive model of synov...
Humans Neural Networks, Computer Female Male Middle Aged Synovial Membrane Models, Biological Automation Demography Fractals
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A novel fractal approach for predicting G-protein-coupled receptors and their subfamilies with support vector machines.

Bio-medical materials and engineering Jan 1, 2015
G-protein-coupled receptors (GPCRs) are seven membrane-spanning proteins and regulate many important physiological processes, such as vision, neurotransmission, immune response and so on. GPCRs-related pathways are the targets of a large number of ma...
Algorithms Support Vector Machine Databases, Protein Receptors, G-Protein-Coupled Structure-Activity Relationship Amino Acid Sequence Data Mining Pattern Recognition, Automated Molecular Sequence Data Sequence Alignment Sequence Analysis, Protein Fractals
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