AIMC Topic: Statistics, Nonparametric

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Overground robot assisted gait trainer for the treatment of drug-resistant freezing of gait in Parkinson disease.

Journal of the neurological sciences May 29, 2015
Freezing of Gait (FOG) is a frequent and disabling feature of Parkinson disease (PD). Gait rehabilitation assisted by electromechanical devices, such as training on treadmill associated with sensory cues or assisted by gait orthosis have been shown t...
Middle Aged Treatment Outcome Parkinson Disease Robotics Exercise Therapy Antiparkinson Agents Statistics, Nonparametric Gait Disorders, Neurologic Humans Female Aged Male
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Gait training in subacute non-ambulatory stroke patients using a full weight-bearing gait-assistance robot: A prospective, randomized, open, blinded-endpoint trial.

Journal of the neurological sciences May 1, 2015
BACKGROUND: This study was a prospective, randomized, open, blinded-endpoint trial with the aim of examining whether gait training with a gait-assistance robot (GAR) improves gait disturbances in subacute non-ambulatory hemiplegic stroke patients mor...
Gait Disorders, Neurologic Stroke Functional Laterality Humans Middle Aged Statistics, Nonparametric Prospective Studies Exercise Therapy Muscle, Skeletal Stroke Rehabilitation Female Activities of Daily Living Robotics Weight-Bearing Aged Outcome Assessment, Health Care Double-Blind Method Male Locomotion
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Incorporating Wind Power Forecast Uncertainties Into Stochastic Unit Commitment Using Neural Network-Based Prediction Intervals.

IEEE transactions on neural networks and learning systems Dec 18, 2014
Penetration of renewable energy resources, such as wind and solar power, into power systems significantly increases the uncertainties on system operation, stability, and reliability in smart grids. In this paper, the nonparametric neural network-base...
Humans Decision Making Neural Networks, Computer Statistics, Nonparametric Stochastic Processes Computer Simulation Uncertainty Wind Energy Transfer Time Factors
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The limitations of simple gene set enrichment analysis assuming gene independence.

Statistical methods in medical research Oct 14, 2012
Since its first publication in 2003, the Gene Set Enrichment Analysis method, based on the Kolmogorov-Smirnov statistic, has been heavily used, modified, and also questioned. Recently a simplified approach using a one-sample t-test score to assess en...
Humans Gene Expression Profiling Databases, Genetic Biostatistics Models, Statistical Knowledge Bases Genome, Human Statistics, Nonparametric Oligonucleotide Array Sequence Analysis Epistasis, Genetic
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Individualized multi-treatment response curves estimation using RBF-net with shared neurons.

Biometrics Jan 7, 2025
Heterogeneous treatment effect estimation is an important problem in precision medicine. Specific interests lie in identifying the differential effect of different treatments based on some external covariates. We propose a novel non-parametric treatm...
Algorithms Computer Simulation Precision Medicine Intensive Care Units Length of Stay Humans Neural Networks, Computer Markov Chains Organ Dysfunction Scores Monte Carlo Method Biometry Statistics, Nonparametric Sepsis Treatment Outcome Models, Statistical Bayes Theorem
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Tree-Based Learning of Regulatory Network Topologies and Dynamics with Jump3.

Methods in molecular biology (Clifton, N.J.) Jan 1, 2019
Inference of gene regulatory networks (GRNs) from time series data is a well-established field in computational systems biology. Most approaches can be broadly divided in two families: model-based and model-free methods. These two families are highly...
Decision Trees Machine Learning Statistics, Nonparametric Software Gene Regulatory Networks Systems Biology Models, Genetic
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Development and Application of a System Based on Artificial Intelligence for Transcatheter Aortic Prosthesis Selection.

Brazilian journal of cardiovascular surgery Jan 1, 2018
INTRODUCTION: The interest in Expert systems has increased in the medical area. Some of them are employed even for diagnosis. With the variability of transcatheter prostheses, the most appropriate choice can be complex. This scenario reveals an enabl...
Humans Heart Valve Prosthesis Statistics, Nonparametric Transcatheter Aortic Valve Replacement Software Design Artificial Intelligence Reproducibility of Results Retrospective Studies Aged Clinical Decision-Making Aged, 80 and over Female Male Reference Standards
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Relative wave energy-based adaptive neuro-fuzzy inference system for estimation of the depth of anaesthesia.

Journal of integrative neuroscience Jan 1, 2018
The advancement in medical research and intelligent modeling techniques has lead to the developments in anaesthesia management. The present study is targeted to estimate the depth of anaesthesia using cognitive signal processing and intelligent model...
Aged Adult Male Middle Aged Time Factors Humans Brain Female Signal Processing, Computer-Assisted Analgesics Brain Waves Statistics, Nonparametric Fuzzy Logic Models, Neurological Dose-Response Relationship, Drug Electroencephalography
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Arterial stiffness and 25-hydroxyvitamin D levels in chronic kidney disease patients.

Revista da Associacao Medica Brasileira (1992) Oct 1, 2017
OBJECTIVE: Arterial stiffness refers to arterial wall rigidity, particularly developing in central vessels. Arterial stiffness increases in early stage chronic kidney disease (CKD), and it is a strong predictor of cardiovascular and all cause mortali...
Sex Factors Radioimmunoassay Reference Standards Statistics, Nonparametric Renal Insufficiency, Chronic Blood Pressure Male Glomerular Filtration Rate Humans Vascular Stiffness Middle Aged Vitamin D Pulse Wave Analysis Female Prevalence Vitamin D Deficiency Reference Values Aged Time Factors Turkey Cross-Sectional Studies
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Teaching Adult Rats Spinalized as Neonates to Walk Using Trunk Robotic Rehabilitation: Elements of Success, Failure, and Dependence.

The Journal of neuroscience : the official journal of the Society for Neuroscience Aug 10, 2016
UNLABELLED: Robot therapy promotes functional recovery after spinal cord injury (SCI) in animal and clinical studies. Trunk actions are important in adult rats spinalized as neonates (NTX rats) that walk autonomously. Quadrupedal robot rehabilitation...
Torso Exercise Test Walking Resistance Training Animals, Newborn Hindlimb Locomotion Spinal Cord Injuries Statistics, Nonparametric Weight-Bearing Rats, Sprague-Dawley Disease Models, Animal Recovery of Function Robotics Prostheses and Implants Female Animals Rats
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