AIMC Topic: Reproducibility of Results

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Detecting reliable non interacting proteins (NIPs) significantly enhancing the computational prediction of protein-protein interactions using machine learning methods.

Molecular bioSystems Mar 1, 2016
Protein-protein interactions (PPIs) play a vital role in most biological processes. Hence their comprehension can promote a better understanding of the mechanisms underlying living systems. However, besides the cost and the time limitation involved i...
Sample Size Probability Protein Interaction Mapping Machine Learning Reproducibility of Results ROC Curve Protein Binding Computational Biology Databases, Protein
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Accuracy of machine learning classifiers using bilateral data from a Scheimpflug camera for identifying eyes with preclinical signs of keratoconus.

Journal of cataract and refractive surgery Feb 1, 2016
PURPOSE: To describe the topographic and tomographic characteristics of normal fellow eyes of unilateral keratoconus cases and to evaluate the accuracy of machine learning classifiers in discriminating healthy corneas from the normal fellow corneas.
Corneal Topography Diagnostic Techniques, Ophthalmological Photography Corneal Pachymetry Reproducibility of Results Humans Young Adult Machine Learning Male Adult Retrospective Studies Middle Aged Cornea Female Case-Control Studies ROC Curve Keratoconus
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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...
Fractals Amputation Stumps Sensitivity and Specificity Male Support Vector Machine Hand Strength Muscle, Skeletal Electromyography Reference Values Pattern Recognition, Automated Muscle Contraction Humans Algorithms Female Reproducibility of Results Adult
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Characterization of Architectural Distortion in Mammograms Based on Texture Analysis Using Support Vector Machine Classifier with Clinical Evaluation.

Journal of digital imaging Feb 1, 2016
Architecture distortion (AD) is an important and early sign of breast cancer, but due to its subtlety, it is often missed on the screening mammograms. The objective of this study is to create a quantitative approach for texture classification of AD b...
Databases, Factual Female Reproducibility of Results Breast Neoplasms Support Vector Machine Humans Algorithms Mammography Breast
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Random forests in non-invasive sensorimotor rhythm brain-computer interfaces: a practical and convenient non-linear classifier.

Biomedizinische Technik. Biomedical engineering Feb 1, 2016
There is general agreement in the brain-computer interface (BCI) community that although non-linear classifiers can provide better results in some cases, linear classifiers are preferable. Particularly, as non-linear classifiers often involve a numbe...
Algorithms Computer Simulation Female Reproducibility of Results Young Adult Humans Machine Learning Imagination Evoked Potentials, Somatosensory Sensorimotor Cortex Nonlinear Dynamics Adult Pattern Recognition, Automated Sensitivity and Specificity Brain-Computer Interfaces Male Oscillometry Discriminant Analysis Evoked Potentials, Motor
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Quantitative assessment of hand motor function in cervical spinal disorder patients using target tracking tests.

Journal of rehabilitation research and development Jan 1, 2016
Cervical spondylotic myelopathy (CSM) is a chronic spinal disorder in the neck region. Its prevalence is growing rapidly in developed nations, creating a need for an objective assessment tool. This article introduces a system for quantifying hand mot...
Cervical Vertebrae Hand Movement Male Spinal Cord Diseases Spondylosis Middle Aged Humans Case-Control Studies Female Hand Strength Reproducibility of Results Aged
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Ozone therapy as an adjuvant for endondontic protocols: microbiological - ex vivo study and citotoxicity analyses.

Journal of applied oral science : revista FOB Jan 1, 2016
OBJECTIVES: This study evaluated the antimicrobial efficacy of ozone therapy in teeth contaminated with Pseudomonas aeruginosa, Enterococcus faecalis, and Staphylococcus aureus using a mono-species biofilm model. Parallel to this, the study aimed to ...
Cell Survival Ozone Adjuvants, Pharmaceutic Humans Colony Count, Microbial Biofilms Sodium Hypochlorite Anti-Infective Agents Pseudomonas aeruginosa Time Factors Enterococcus faecalis Reproducibility of Results Staphylococcus aureus Gingiva Dental Pulp Cavity Fibroblasts
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In vitro effects of Melaleuca alternifolia essential oil on growth and production of volatile sulphur compounds by oral bacteria.

Journal of applied oral science : revista FOB Jan 1, 2016
OBJECTIVE: Halitosis can be caused by microorganisms that produce volatile sulphur compounds (VSCs), which colonize the surface of the tongue and subgingival sites. Studies have reported that the use of natural products can reduce the bacterial load ...
Halitosis Porphyromonas endodontalis Sulfur Compounds Tea Tree Oil Cells, Cultured Gas Chromatography-Mass Spectrometry Reproducibility of Results Bacterial Load Anti-Bacterial Agents Microbial Sensitivity Tests Melaleuca Time Factors Analysis of Variance Porphyromonas gingivalis
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Effect of ultrasonic streaming on intra-dentinal disinfection and penetration of calcium hydroxide paste in endodontic treatment.

Journal of applied oral science : revista FOB Jan 1, 2016
OBJECTIVE: The antimicrobial effect of ultrasonic agitation of calcium hydroxide (CH) pastes in infected bovine dentin and their penetrability were evaluated using confocal laser scanning microscopy (CLSM) and microbiological culture.
Animals Dental Pulp Cavity Time Factors Cattle Microbial Viability Microscopy, Confocal Calcium Hydroxide Root Canal Therapy Colony Count, Microbial Reproducibility of Results Anti-Infective Agents, Local Root Canal Irrigants Dentin Enterococcus faecalis Ultrasonic Therapy
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Classifying prostate cancer patients based on total prostate-specific antigen and free prostate-specific antigen features by support vector machine.

Journal of cancer research and therapeutics Jan 1, 2016
AIMS OF STUDY: In this work, we enhanced the role of prostate-specific antigen (PSA) test by examining the relation between free PSA (fPSA) and total PSA (tPSA) value and other biological information such as age and volume of prostate. Our primary go...
Reproducibility of Results Aged Aged, 80 and over Adult Sensitivity and Specificity Humans Support Vector Machine Prostatic Neoplasms Prostate-Specific Antigen Biopsy Tumor Burden Biomarkers, Tumor Male Middle Aged ROC Curve
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