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Showing 67511 to 67520 of 95995 articles
Improving Prediction of Risk of Hospital Admission in Chronic Obstructive Pulmonary Disease: Application of Machine Learning to Telemonitoring Data.
Journal of medical Internet research
Sep 21, 2018
BACKGROUND: Telemonitoring of symptoms and physiological signs has been suggested as a means of early detection of chronic obstructive pulmonary disease (COPD) exacerbations, with a view to instituting timely treatment. However, algorithms to identif...
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Robotic Services Acceptance in Smart Environments With Older Adults: User Satisfaction and Acceptability Study.
Journal of medical Internet research
Sep 21, 2018
BACKGROUND: In Europe, the population of older people is increasing rapidly. Many older people prefer to remain in their homes but living alone could be a risk for their safety. In this context, robotics and other emerging technologies are increasing...
Detection of Infantile Movement Disorders in Video Data Using Deformable Part-Based Model.
Sensors (Basel, Switzerland)
Sep 21, 2018
Movement analysis of infants' body parts is momentous for the early detection of various movement disorders such as cerebral palsy. Most existing techniques are either marker-based or use wearable sensors to analyze the movement disorders. Such techn...
Initial state perturbations as a validation method for data-driven fuzzy models of cellular networks.
BMC bioinformatics
Sep 21, 2018
BACKGROUND: Data-driven methods that automatically learn relations between attributes from given data are a popular tool for building mathematical models in computational biology. Since measurements are prone to errors, approaches dealing with uncert...
Robotics, artificial intelligence and distributed ledgers in surgery: data is key!
Techniques in coloproctology
Sep 21, 2018
A machine learning-based model for 1-year mortality prediction in patients admitted to an Intensive Care Unit with a diagnosis of sepsis.
Medicina intensiva
Sep 20, 2018
INTRODUCTION: Sepsis is associated to a high mortality rate, and its severity must be evaluated quickly. The severity of illness scores used are intended to be applicable to all patient populations, and generally evaluate in-hospital mortality. Howev...
A Projection Neural Network for Identifying Copy Number Variants.
IEEE journal of biomedical and health informatics
Sep 20, 2018
The identification of copy number variations (CNVs) helps the diagnosis of many diseases. One major hurdle in the path of CNVs discovery is that the boundaries of normal and aberrant regions cannot be distinguished from the raw data, since various ty...
Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks.
IEEE journal of biomedical and health informatics
Sep 20, 2018
This paper proposes deep learning methods with signal alignment that facilitate the end-to-end classification of raw electrocardiogram (ECG) signals into heartbeat types, i.e., normal beat or different types of arrhythmias. Time-domain sample points ...
Dialogue Systems and Conversational Agents for Patients with Dementia: The Human-Robot Interaction.
Rejuvenation research
Sep 20, 2018
This study aimed to identify and describe the fundamental characteristics of spoken dialogue systems, and their role in supporting human-robot interaction and enabling the communication between socially assistive robots and patients with dementia. Fi...
Instance-Based Representation Using Multiple Kernel Learning for Predicting Conversion to Alzheimer Disease.
International journal of neural systems
Sep 20, 2018
The early detection of Alzheimer's disease and quantification of its progression poses multiple difficulties for machine learning algorithms. Two of the most relevant issues are related to missing data and results interpretability. To deal with both ...
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