AIMC Topic:
Models, Theoretical

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Cellular automata as convolutional neural networks.

Physical review. E Sep 1, 2019
Deep-learning techniques have recently demonstrated broad success in predicting complex dynamical systems ranging from turbulence to human speech, motivating broader questions about how neural networks encode and represent dynamical rules. We explore...
Deep Learning Models, Theoretical Entropy
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Enabling Data-Driven Clinical Quality Assurance: Predicting Adverse Event Reporting in Clinical Trials Using Machine Learning.

Drug safety Sep 1, 2019
INTRODUCTION: Adverse event (AE) under-reporting has been a recurrent issue raised during health authorities Good Clinical Practices (GCP) inspections and audits. Moreover, safety under-reporting poses a risk to patient safety and data integrity. The...
Humans Machine Learning Models, Theoretical Information Technology Quality Assurance, Health Care Clinical Trials as Topic
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Predicting Future Perceived Wellness in Professional Soccer: The Role of Preceding Load and Wellness.

International journal of sports physiology and performance Sep 1, 2019
PURPOSE: The influence of preceding load and future perceived wellness of professional soccer players is unexamined. This paper simultaneously evaluates the external load (EL) and internal load (IL) for different time frames in combination with prese...
Health Status Athletes Sleep Stress, Psychological Models, Theoretical Fatigue Soccer Myalgia Affect Forecasting Male Humans Physical Conditioning, Human Adult Young Adult Geographic Information Systems Machine Learning Accelerometry
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Microwheels on Microroads: Enhanced Translation on Topographic Surfaces.

Science robotics Jul 31, 2019
Microbot locomotion is challenging because of the reversible nature of microscale fluid flow, a limitation that can be overcome by breaking flowfield symmetry with a nearby surface. We have used this strategy with rotating wheel-shaped microbots, μwh...
Surface Properties Magnetic Fields Rotation Motion Microfluidics Models, Theoretical Robotics
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DeepCNPP: Deep Learning Architecture to Distinguish the Promoter of Human Long Non-Coding RNA Genes and Protein-Coding Genes.

Studies in health technology and informatics Jul 4, 2019
Promoter region of protein-coding genes are gradually being well understood, yet no comparable studies exist for the promoter of long non-coding RNA (lncRNA) genes which has emerged as a global potential regulator in multiple cellular process and dif...
RNA, Long Noncoding Promoter Regions, Genetic Computational Biology Models, Theoretical Machine Learning Deep Learning Humans
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Bio-inspired Model of Humanoid Robot for Ascending Movement.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2019
Stair climbing is one of the important daily life activities that biped robots have to carry out. However, the number of researches study the ascending movement mechanisms and its stability is low. In this study, we have inspired by human ascending m...
Models, Theoretical Robotics Movement Stair Climbing Activities of Daily Living Humans
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Medical Knowledge Extraction and Analysis from Electronic Medical Records Using Deep Learning.

Chinese medical sciences journal = Chung-kuo i hsueh k'o hsueh tsa chih Jun 30, 2019
Objectives Medical knowledge extraction (MKE) plays a key role in natural language processing (NLP) research in electronic medical records (EMR), which are the important digital carriers for recording medical activities of patients. Named entity reco...
Humans Models, Theoretical Natural Language Processing Electronic Health Records Deep Learning
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Single-stride exposure to pulse torque assistance provided by a robotic exoskeleton at the hip and knee joints.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings] Jun 1, 2019
Robot assisted gait retraining is an increasingly common method for supporting restoration of walking function after neurological injury. Gait speed, an indicator of walking function, is correlated with propulsive force, a measure modulated by the po...
Hip Joint Robotics Adult Knee Joint Exoskeleton Device Torque Gait Humans Male Range of Motion, Articular Female Models, Theoretical
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A Model-Based Method for Minimizing Reflected Motor Inertia in Off-board Actuation Systems: Applications in Exoskeleton Design.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings] Jun 1, 2019
The research and development of wearable robotic devices has been accelerated by off-board control and actuation systems. While off-board robotic actuation systems provide many benefits, the impedance at the robotic joint is often high. High joint im...
Humans Biomechanical Phenomena Models, Theoretical Exoskeleton Device Knee Joint Robotics Walking Equipment Design Movement
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Design, Modelling, and Experimental Evaluation of a Compact Elastic Actuator for a Gait Assisting Exoskeleton.

IEEE ... International Conference on Rehabilitation Robotics : [proceedings] Jun 1, 2019
This paper presents a Transmissive Force Sensing Elastic Actuator (TFSEA) for exoskeleton applications. Exoskeletons can serve as orthotic or rehabilitative devices enabling people with paraplegia to walk. Several exoskeletons have been commercialize...
Walking Gait Exoskeleton Device Orthotic Devices Models, Theoretical Robotics Equipment Design Humans
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