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Deep Convolutional Neural Networks for Classifying Body Constitution Based on Face Image.

Computational and mathematical methods in medicine Oct 18, 2017
Body constitution classification is the basis and core content of traditional Chinese medicine constitution research. It is to extract the relevant laws from the complex constitution phenomenon and finally build the constitution classification system...
(1)
Algorithms Reproducibility of Results China Surveys and Questionnaires Medicine, Chinese Traditional Models, Statistical Color Face Facial Recognition Body Constitution Humans Neural Networks, Computer Software
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Older adults' acceptance of a robot for partner dance-based exercise.

PloS one Oct 18, 2017
Partner dance has been shown to be beneficial for the health of older adults. Robots could potentially facilitate healthy aging by engaging older adults in partner dance-based exercise. However, partner dance involves physical contact between the dan...
(2)
Demography Humans Dancing Technology Exercise Female Surveys and Questionnaires Aged Robotics Aged, 80 and over Motivation Biomechanical Phenomena Male
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High-Risk Breast Lesions: A Machine Learning Model to Predict Pathologic Upgrade and Reduce Unnecessary Surgical Excision.

Radiology Oct 17, 2017
Purpose To develop a machine learning model that allows high-risk breast lesions (HRLs) diagnosed with image-guided needle biopsy that require surgical excision to be distinguished from HRLs that are at low risk for upgrade to cancer at surgery and t...
(1)
Image-Guided Biopsy Unnecessary Procedures Carcinoma, Intraductal, Noninfiltrating Watchful Waiting Precancerous Conditions Aged, 80 and over Prognosis Breast Neoplasms Young Adult Clinical Decision-Making Middle Aged Humans Adult Female Risk Assessment Machine Learning Aged Follow-Up Studies
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Rapid determination of ultra-trace plutonium isotopes (Pu, Pu and Pu) in small-volume human urine bioassay using sector-field inductively coupled plasma mass spectrometry.

Analytica chimica acta Oct 17, 2017
A rapid method with enhanced U decontamination was developed for ultra-trace Pu analysis in small-volume urine bioassays. This method consists of acid digestion, co-precipitation, extraction chromatography and sector-field inductively coupled plasma ...
Plutonium Humans Mass Spectrometry Biological Assay
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From provocation to aggression: the neural network.

BMC neuroscience Oct 17, 2017
BACKGROUND: In-vivo observations of neural processes during human aggressive behavior are difficult to obtain, limiting the number of studies in this area. To address this gap, the present study implemented a social reactive aggression paradigm in 29...
Humans Neural Networks, Computer Male Emotions Brain Mapping Cerebral Cortex Brain Young Adult Adult Aggression
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The centrality of affective instability and identity in Borderline Personality Disorder: Evidence from network analysis.

PloS one Oct 17, 2017
We argue that the series of traits characterizing Borderline Personality Disorder samples do not weigh equally. In this regard, we believe that network approaches employed recently in Personality and Psychopathology research to provide information ab...
(1)
Male Middle Aged Case-Control Studies Psychiatric Status Rating Scales Depression Neural Networks, Computer Adolescent Borderline Personality Disorder Identity Crisis Female Narcissism Humans Aged Obsessive Behavior Adult Passive-Aggressive Personality Disorder Avoidance Learning Affective Symptoms Dependency, Psychological
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Switching and optimizing control for coal flotation process based on a hybrid model.

PloS one Oct 17, 2017
Flotation is an important part of coal preparation, and the flotation column is widely applied as efficient flotation equipment. This process is complex and affected by many factors, with the froth depth and reagent dosage being two of the most impor...
Humans Support Vector Machine Principal Component Analysis Chemical Fractionation Wavelet Analysis Coal Mining
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Towards social autonomous vehicles: Efficient collision avoidance scheme using Richardson's arms race model.

PloS one Oct 17, 2017
This paper presents the concept of a social autonomous agent to conceptualize such Autonomous Vehicles (AVs), which interacts with other AVs using social manners similar to human behavior. The presented AVs also have the capability of predicting inte...
Models, Psychological Imitative Behavior Systems Analysis Robotics Accidents, Traffic Intention Automobile Driving Machine Learning Computer Simulation Automobiles Humans
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Music viewed by its entropy content: A novel window for comparative analysis.

PloS one Oct 17, 2017
Polyphonic music files were analyzed using the set of symbols that produced the Minimal Entropy Description, which we call the Fundamental Scale. This allowed us to create a novel space to represent music pieces by developing: (a) a method to adjust ...
Music Pattern Recognition, Physiological Pattern Recognition, Automated Acoustic Stimulation Entropy Humans Natural Language Processing Markov Chains Information Storage and Retrieval
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Error-Correcting Factorization.

IEEE transactions on pattern analysis and machine intelligence Oct 16, 2017
Error Correcting Output Codes (ECOC) is a successful technique in multi-class classification, which is a core problem in Pattern Recognition and Machine Learning. A major advantage of ECOC over other methods is that the multi-class problem is decoupl...
Humans Machine Learning Face Pattern Recognition, Automated Yeasts Electronic Data Processing Algorithms Image Processing, Computer-Assisted Models, Theoretical Escherichia coli
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