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Electronic Data Processing

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The tool for the automatic analysis of lexical sophistication (TAALES): version 2.0.

Behavior research methods
This study introduces the second release of the Tool for the Automatic Analysis of Lexical Sophistication (TAALES 2.0), a freely available and easy-to-use text analysis tool. TAALES 2.0 is housed on a user's hard drive (allowing for secure data proce...

Testing the actual equivalence of automatically generated items.

Behavior research methods
If the automatic item generation is used for generating test items, the question of how the equivalence among different instances may be tested is fundamental to assure an accurate assessment. In the present research, the question was dealt by using ...

Machine Learning for Healthcare: On the Verge of a Major Shift in Healthcare Epidemiology.

Clinical infectious diseases : an official publication of the Infectious Diseases Society of America
The increasing availability of electronic health data presents a major opportunity in healthcare for both discovery and practical applications to improve healthcare. However, for healthcare epidemiologists to best use these data, computational techni...

Supporting Prescriptions with Synonym Matching of Section Names in Prospectuses.

Studies in health technology and informatics
The field of medicine still reports errors because of insufficient knowledge or resources, work load or data not available at the right time and place, and this may be fatal for a patient. To improve the healthcare quality, a doctor needs accurate an...

A Rotational Motion Perception Neural Network Based on Asymmetric Spatiotemporal Visual Information Processing.

IEEE transactions on neural networks and learning systems
All complex motion patterns can be decomposed into several elements, including translation, expansion/contraction, and rotational motion. In biological vision systems, scientists have found that specific types of visual neurons have specific preferen...

MedEx/J: A One-Scan Simple and Fast NLP Tool for Japanese Clinical Texts.

Studies in health technology and informatics
Because of recent replacement of physical documents with electronic medical records (EMR), the importance of information processing in the medical field has increased. In light of this trend, we have been developing MedEx/J, which retrieves important...

Exploring convolutional neural networks for drug-drug interaction extraction.

Database : the journal of biological databases and curation
Drug-drug interaction (DDI), which is a specific type of adverse drug reaction, occurs when a drug influences the level or activity of another drug. Natural language processing techniques can provide health-care professionals with a novel way of redu...

Decentralized Multisensory Information Integration in Neural Systems.

The Journal of neuroscience : the official journal of the Society for Neuroscience
UNLABELLED: How multiple sensory cues are integrated in neural circuitry remains a challenge. The common hypothesis is that information integration might be accomplished in a dedicated multisensory integration area receiving feedforward inputs from t...

Supervised learning technique for the automated identification of white matter hyperintensities in traumatic brain injury.

Brain injury
BACKGROUND: White matter hyperintensities (WMHs) are foci of abnormal signal intensity in white matter regions seen with magnetic resonance imaging (MRI). WMHs are associated with normal ageing and have shown prognostic value in neurological conditio...