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Construction accident narrative classification: An evaluation of text mining techniques.

Accident; analysis and prevention Sep 1, 2017
Learning from past accidents is fundamental to accident prevention. Thus, accident and near miss reporting are encouraged by organizations and regulators. However, for organizations managing large safety databases, the time taken to accurately classi...
Humans Machine Learning Algorithms Support Vector Machine Decision Trees Narration Bayes Theorem Databases, Factual Reproducibility of Results Accidents, Occupational Construction Industry Safety Linear Models Data Mining Accidents
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A robotic system for delivering novel real-time, movement dependent perturbations.

Gait & posture Sep 1, 2017
Perturbations are often used to study movement control and balance, especially in the context of falling. Most often, discrete perturbations defined prior to the experiment are used to mimic external disturbances to balance. However, the largest prop...
Male Accidental Falls Computer Systems Movement Robotics Humans Young Adult Postural Balance Female Adult Biomechanical Phenomena
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Identifying sleep spindles with multichannel EEG and classification optimization.

Computers in biology and medicine Sep 1, 2017
Researchers classify critical neural events during sleep called spindles that are related to memory consolidation using the method of scalp electroencephalography (EEG). Manual classification is time consuming and is susceptible to low inter-rater ag...
Models, Neurological Electroencephalography Signal Processing, Computer-Assisted Sleep Adult Male Adolescent Machine Learning Databases, Factual Female Humans
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Intelligent visual localization of wireless capsule endoscopes enhanced by color information.

Computers in biology and medicine Sep 1, 2017
Wireless capsule endoscopy (WCE) is performed with a miniature swallowable endoscope enabling the visualization of the whole gastrointestinal (GI) tract. One of the most challenging problems in WCE is the localization of the capsule endoscope (CE) wi...
Image Processing, Computer-Assisted Capsule Endoscopy Capsule Endoscopes Humans Neural Networks, Computer
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Rapid and accurate intraoperative pathological diagnosis by artificial intelligence with deep learning technology.

Medical hypotheses Sep 1, 2017
Frozen section is widely used for intraoperative pathological diagnosis (IOPD), which is essential for intraoperative decision making. However, frozen section suffers from some drawbacks, such as time consuming and high misdiagnosis rate. Recently, a...
(1)
Skin Neoplasms Diagnostic Errors Diagnosis, Computer-Assisted Humans Frozen Sections Models, Theoretical Artificial Intelligence Machine Learning Intraoperative Period Decision Making, Computer-Assisted
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Automatic Categorization and Scoring of Solid, Part-Solid and Non-Solid Pulmonary Nodules in CT Images with Convolutional Neural Network.

Scientific reports Sep 1, 2017
We present a computer-aided diagnosis system (CADx) for the automatic categorization of solid, part-solid and non-solid nodules in pulmonary computerized tomography images using a Convolutional Neural Network (CNN). Provided with only a two-dimension...
Neural Networks, Computer Databases, Factual Solitary Pulmonary Nodule Tomography, X-Ray Computed Diagnosis, Differential Lung Humans Diagnosis, Computer-Assisted Lung Neoplasms
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Scaling up liquid state machines to predict over address events from dynamic vision sensors.

Bioinspiration & biomimetics Sep 1, 2017
Short-term visual prediction is important both in biology and robotics. It allows us to anticipate upcoming states of the environment and therefore plan more efficiently. In theoretical neuroscience, liquid state machines have been proposed as a biol...
Neural Networks, Computer Algorithms Robotics Vision, Ocular Humans Equipment Design Simulation Training Biomimetic Materials Retina Motion Perception Biomimetics
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Author response to: Stereotactic accuracy must be as high as possible in stereoelectroencephalography procedures.

Journal of robotic surgery Aug 31, 2017
Stereotaxic Techniques Rosa Robotics Electroencephalography Robotic Surgical Procedures Humans
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Exploration of Wedelia chinensis leaf-assisted silver nanoparticles for antioxidant, antibacterial and in vitro cytotoxic applications.

Journal of food and drug analysis Aug 31, 2017
Green synthetic route of silver nanoparticles (AgNPs) has already been proved to be an advantageous over other physico-chemical approaches due to its simplicity, cost effectiveness, ecofriendly and nontoxicity. In this finding, aqueous Wedelia chinen...
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Cell Survival Antioxidants Surface Plasmon Resonance Metal Nanoparticles Humans Silver Plant Extracts Wedelia Anti-Bacterial Agents Hep G2 Cells Bacteria
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Breast cancer cell nuclei classification in histopathology images using deep neural networks.

International journal of computer assisted radiology and surgery Aug 31, 2017
PURPOSE: Cell nuclei classification in breast cancer histopathology images plays an important role in effective diagnose since breast cancer can often be characterized by its expression in cell nuclei. However, due to the small and variant sizes of c...
Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Cell Nucleus Humans Algorithms Neural Networks, Computer Reproducibility of Results Female Machine Learning Breast Neoplasms Software
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