Humans

Showing 70771 to 70780 of 95995 articles
Clear Filters

Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks.

IEEE journal of biomedical and health informatics Aug 7, 2017
Breast lesion detection using ultrasound imaging is considered an important step of computer-aided diagnosis systems. Over the past decade, researchers have demonstrated the possibilities to automate the initial lesion detection. However, the lack of...
Algorithms Databases, Factual Humans Neural Networks, Computer Female Breast Neoplasms Ultrasonography, Mammary Breast Image Interpretation, Computer-Assisted
View on PubMed DOI

Matrix and Tensor Completion on a Human Activity Recognition Framework.

IEEE journal of biomedical and health informatics Aug 7, 2017
Sensor-based activity recognition is encountered in innumerable applications of the arena of pervasive healthcare and plays a crucial role in biomedical research. Nonetheless, the frequent situation of unobserved measurements impairs the ability of m...
Algorithms Remote Sensing Technology Supervised Machine Learning Pattern Recognition, Automated Human Activities Humans
View on PubMed DOI

Deep learning with convolutional neural networks for EEG decoding and visualization.

Human brain mapping Aug 7, 2017
Deep learning with convolutional neural networks (deep ConvNets) has revolutionized computer vision through end-to-end learning, that is, learning from the raw data. There is increasing interest in using deep ConvNets for end-to-end EEG analysis, but...
Humans Machine Learning Electroencephalography Brain-Computer Interfaces Neural Pathways Motor Activity Brain Language Brain Mapping Space Perception Imagination
View on PubMed DOI

A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support.

BMC bioinformatics Aug 7, 2017
BACKGROUND: Probabilistic assessments of clinical care are essential for quality care. Yet, machine learning, which supports this care process has been limited to categorical results. To maximize its usefulness, it is important to find novel approach...
Statistics, Nonparametric Support Vector Machine Bayes Theorem Calibration Humans Machine Learning Adolescent Suicide Decision Support Systems, Clinical
View on PubMed DOI

Ghosts in machine learning for cognitive neuroscience: Moving from data to theory.

NeuroImage Aug 6, 2017
The application of machine learning methods to neuroimaging data has fundamentally altered the field of cognitive neuroscience. Future progress in understanding brain function using these methods will require addressing a number of key methodological...
Brain Mapping Multivariate Analysis Cognitive Neuroscience Humans Machine Learning
View on PubMed DOI

Principles for models of neural information processing.

NeuroImage Aug 6, 2017
The goal of cognitive neuroscience is to understand how mental operations are performed by the brain. Given the complexity of the brain, this is a challenging endeavor that requires the development of formal models. Here, I provide a perspective on m...
Cognitive Neuroscience Humans Neural Networks, Computer Brain
View on PubMed DOI

Developmental Approach for Behavior Learning Using Primitive Motion Skills.

International journal of neural systems Aug 6, 2017
Imitation learning through self-exploration is essential in developing sensorimotor skills. Most developmental theories emphasize that social interactions, especially understanding of observed actions, could be first achieved through imitation, yet t...
(1)
Exploratory Behavior Robotics Learning Imitative Behavior Models, Biological Pattern Recognition, Automated Biomechanical Phenomena Markov Chains Motor Skills Humans Posture Visual Perception Artificial Intelligence Computer Simulation
View on PubMed DOI

Active learning reduces annotation time for clinical concept extraction.

International journal of medical informatics Aug 5, 2017
OBJECTIVE: To investigate: (1) the annotation time savings by various active learning query strategies compared to supervised learning and a random sampling baseline, and (2) the benefits of active learning-assisted pre-annotations in accelerating th...
(1)
Natural Language Processing Information Storage and Retrieval Problem-Based Learning Machine Learning Algorithms Electronic Health Records Humans
View on PubMed DOI

Measuring Functional Arm Movement after Stroke Using a Single Wrist-Worn Sensor and Machine Learning.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Aug 4, 2017
BACKGROUND AND PURPOSE: Trials of restorative therapies after stroke and clinical rehabilitation require relevant and objective efficacy end points; real-world upper extremity (UE) functional use is an attractive candidate. We present a novel, inexpe...
Signal Processing, Computer-Assisted Stroke Feasibility Studies Health Status Predictive Value of Tests Aged Equipment Design Adult Machine Learning Case-Control Studies Humans Male Middle Aged Fitness Trackers Activities of Daily Living Actigraphy Acceleration Movement Video Recording Upper Extremity Time Factors Female Reproducibility of Results Biomechanical Phenomena
View on PubMed DOI

Impact of predicting health-guidance candidates using massive health check-up data: A data-driven analysis.

International journal of medical informatics Aug 4, 2017
INTRODUCTION: Starting in 2008, specific health checkups and health guidance to prevent non-communicable diseases have been provided in Japan, which has the highest proportion of elderly citizens in the world. The attendance rate for health guidance ...
Health Care Costs Physical Examination Machine Learning Female Aged Humans Surveys and Questionnaires Health Knowledge, Attitudes, Practice Japan Appointments and Schedules Adult Male Middle Aged
View on PubMed DOI
Popular Topics
Recent Journals