AIMC Topic:
Models, Theoretical

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Modeling and design of a tendon actuated soft robotic exoskeleton for hemiparetic upper limb rehabilitation.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jan 1, 2015
Robotic technology has recently been explored as a means to rehabilitate and assist individuals suffering from hemiparesis of their upper limbs. Robotic approaches allow for targeted rehabilitation routines which are more personalized and adaptable w...
Upper Extremity Tendons Robotics Humans Movement Paresis Equipment Design Models, Theoretical Exoskeleton Device
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Robot-assisted training to improve proprioception does benefit from added vibro-tactile feedback.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jan 1, 2015
Proprioception is central for motor control and its role must also be taken into account when designing motor rehabilitation training protocols. This is particularly important when dealing with motor deficits due to proprioceptive impairment such as ...
Feedback, Sensory Female Wrist Joint Proprioception Young Adult Touch Humans Adult Robotics Models, Theoretical Male Wrist
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BMExpert: Mining MEDLINE for Finding Experts in Biomedical Domains Based on Language Model.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2015
With the rapid development of biomedical sciences, a great number of documents have been published to report new scientific findings and advance the process of knowledge discovery. By the end of 2013, the largest biomedical literature database, MEDLI...
Models, Theoretical Natural Language Processing Pattern Recognition, Automated Computer Simulation Language Data Mining Expert Testimony Machine Learning Manuscripts as Topic Algorithms MEDLINE
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RECIPE COMPLETION USING MACHINE LEARNING TECHNIQUES.

Communications in agricultural and applied biological sciences Jan 1, 2015
Completing a recipe is a non-trivial task, as the success of ingredient combinations depends on a multitude of factors such as taste, smell, texture, etc. The aim of our work is to build a model that adds one or more ingredients to a given number of ...
Machine Learning Models, Theoretical Cooking
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Knowledge Discovery Using Big Data in Biomedical Systems.

IEEE/ACM transactions on computational biology and bioinformatics Jan 1, 2015
Humans Models, Theoretical Data Mining Biomedical Research Pattern Recognition, Automated Computational Biology Artificial Intelligence Databases, Factual
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Gene function prediction with knowledge from gene ontology.

International journal of data mining and bioinformatics Jan 1, 2015
Gene function prediction is an important problem in bioinformatics. Due to the inherent noise existing in the gene expression data, the attempt to improve the prediction accuracy resorting to new classification techniques is limited. With the emergen...
Models, Theoretical Gene Expression Regulation Gene Ontology Databases, Genetic Data Mining
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CORE: core-based synthetic minority over-sampling and borderline majority under-sampling technique.

International journal of data mining and bioinformatics Jan 1, 2015
Class imbalance learning has recently drawn considerable attention among researchers. In this area, a rare class is the class of primary interest from the aim of classification. Unfortunately, traditional machine learning algorithms fail to detect th...
Artificial Intelligence Models, Theoretical
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BP neural network tuned PID controller for position tracking of a pneumatic artificial muscle.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
BACKGROUND: Although Pneumatic Artificial Muscle (PAM) has a promising future in rehabilitation robots, it's difficult to realize accurate position control due to its highly nonlinear properties.
Muscles Robotics Neural Networks, Computer Prostheses and Implants Algorithms Computer Simulation Humans Models, Theoretical
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A method for knowledge acquisition in diagnostic expert system.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
Knowledge acquisition plays very important role in the diagnostic expert system. It usually takes a long period to acquire disease knowledge using the traditional methods. To solve this problem, this paper describes relations between rough set theory...
Models, Theoretical Expert Systems Humans Artificial Intelligence Diagnosis, Computer-Assisted
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A sequential decision-theoretic model for medical diagnostic system.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
Although diagnostic expert systems using a knowledge base which models decision-making of traditional experts can provide important information to non-experts, they tend to duplicate the errors made by experts. Decision-Theoretic Model (DTM) is there...
Humans Decision Support Techniques Bayes Theorem Expert Systems Diagnosis, Computer-Assisted Models, Theoretical
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