AIMC Topic: Feasibility Studies

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Effects on mobility training and de-adaptations in subjects with Spinal Cord Injury due to a Wearable Robot: a preliminary report.

BMC neurology Jan 28, 2016
BACKGROUND: Spinal cord injury (SCI) is a severe neurological disorder associated not only with ongoing medical complications but also with a significant loss of mobility and participation. The introduction of robotic technologies to recover lower li...
Robotics Exercise Test Feasibility Studies Spinal Cord Injuries Adult Humans Male Female Middle Aged Young Adult Pilot Projects Adaptation, Physiological Physical Therapy Modalities Gait Disorders, Neurologic
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Design and Evaluation of a Soft and Wearable Robotic Glove for Hand Rehabilitation.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 27, 2016
In the modern world, due to an increased aging population, hand disability is becoming increasingly common. The prevalence of conditions such as stroke is placing an ever-growing burden on the limited fiscal resources of health care providers and the...
Humans Equipment Failure Analysis Exoskeleton Device Hand Pilot Projects Neurological Rehabilitation Artificial Limbs Man-Machine Systems Hand Strength Gloves, Protective Feasibility Studies Self-Help Devices Robotics Therapy, Computer-Assisted Equipment Design
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Feasibility of Active Machine Learning for Multiclass Compound Classification.

Journal of chemical information and modeling Jan 7, 2016
A common task in the hit-to-lead process is classifying sets of compounds into multiple, usually structural classes, which build the groundwork for subsequent SAR studies. Machine learning techniques can be used to automate this process by learning c...
Feedback Animals Drug Discovery Feasibility Studies Supervised Machine Learning Humans
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Decoding intracranial EEG data with multiple kernel learning method.

Journal of neuroscience methods Dec 12, 2015
BACKGROUND: Machine learning models have been successfully applied to neuroimaging data to make predictions about behavioral and cognitive states of interest. While these multivariate methods have greatly advanced the field of neuroimaging, their app...
Feasibility Studies Datasets as Topic Semantics Pattern Recognition, Automated Machine Learning Brain Self Concept Signal Processing, Computer-Assisted Drug Resistant Epilepsy Electrocorticography Mathematical Concepts Pattern Recognition, Visual Rest Neuropsychological Tests Judgment Memory, Episodic Humans
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Methodological considerations for using umu assay to assess photo-genotoxicity of engineered nanoparticles.

Mutation research. Genetic toxicology and environmental mutagenesis Nov 24, 2015
In this study we investigated the feasibility of high-throughput (96-well plate) umu assay to test the genotoxic effect of TiO2 engineered nanoparticles (ENPs) under UV light (full spectrum) and visible light (455 nm). Exposure of TiO2 ENPs to up to ...
Titanium Nanoparticles Feasibility Studies Reactive Oxygen Species Ultraviolet Rays Salmonella typhimurium Mutagenicity Tests DNA Damage
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Submaximal cardiopulmonary thresholds on a robotics-assisted tilt table, a cycle and a treadmill: a comparative analysis.

Biomedical engineering online Nov 10, 2015
BACKGROUND: The robotics-assisted tilt table (RATT), including actuators for tilting and cyclical leg movement, is used for rehabilitation of severely disabled neurological patients. Following further engineering development of the system, i.e. the a...
Adult Male Robotics Anaerobiosis Respiration Ergometry Exercise Test Feasibility Studies Humans Female
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Predicting High Imaging Utilization Based on Initial Radiology Reports: A Feasibility Study of Machine Learning.

Academic radiology Oct 27, 2015
RATIONALE AND OBJECTIVES: Imaging utilization has significantly increased over the last two decades, and is only recently showing signs of moderating. To help healthcare providers identify patients at risk for high imaging utilization, we developed a...
Research Report Adult Male Humans Unnecessary Procedures Support Vector Machine Machine Learning Radiography, Abdominal Feasibility Studies Sensitivity and Specificity Tomography, X-Ray Computed
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Feasibility study into self-administered training at home using an arm and hand device with motivational gaming environment in chronic stroke.

Journal of neuroengineering and rehabilitation Oct 9, 2015
BACKGROUND: Assistive and robotic training devices are increasingly used for rehabilitation of the hemiparetic arm after stroke, although applications for the wrist and hand are trailing behind. Furthermore, applying a training device in domestic set...
Self Care Male Middle Aged User-Computer Interface Chronic Disease Robotics Wrist Longitudinal Studies Follow-Up Studies Female Aged Aged, 80 and over Games, Experimental Adult Practice, Psychological Humans Orthotic Devices Hand Paresis Feasibility Studies Home Care Services Arm Stroke Rehabilitation Motivation
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Using Wearable Sensors and Machine Learning Models to Separate Functional Upper Extremity Use From Walking-Associated Arm Movements.

Archives of physical medicine and rehabilitation Oct 3, 2015
OBJECTIVE: To improve measurement of upper extremity (UE) use in the community by evaluating the feasibility of using body-worn sensor data and machine learning models to distinguish productive prehensile and bimanual UE activity use from extraneous ...
Upper Extremity Humans Transducers Machine Learning Walking Middle Aged Artificial Limbs Case-Control Studies Feasibility Studies Young Adult Models, Statistical Movement Adult
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Robustness and Reliability of Synergy-Based Myocontrol of a Multiple Degree of Freedom Robotic Arm.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Sep 30, 2015
In this study, we test the feasibility of the synergy- based approach for application in the realistic and clinically oriented framework of multi-degree of freedom (DOF) robotic control. We developed and tested online ten able-bodied subjects in a se...
Task Performance and Analysis Humans Equipment Design Isometric Contraction Man-Machine Systems Male Female Electromyography Equipment Failure Analysis Adult Muscle, Skeletal Reproducibility of Results Feasibility Studies Exoskeleton Device Sensitivity and Specificity Robotics Arm Young Adult
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