AIMC Topic: Female

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Prediction of Bispectral Index during Target-controlled Infusion of Propofol and Remifentanil: A Deep Learning Approach.

Anesthesiology Mar 1, 2018
BACKGROUND: The discrepancy between predicted effect-site concentration and measured bispectral index is problematic during intravenous anesthesia with target-controlled infusion of propofol and remifentanil. We hypothesized that bispectral index dur...
Young Adult Adult Male Middle Aged Humans Female Aged Aged, 80 and over Infusions, Intravenous Electroencephalography Registries Anesthetics, Intravenous Anesthesia, Intravenous Deep Learning Adolescent Propofol Remifentanil
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Design and analysis of a novel fall prevention device for lower limbs rehabilitation robot.

Journal of back and musculoskeletal rehabilitation Feb 6, 2018
BACKGROUND: Most stroke survivors are suffering from physical motor impairments and confronting with the risk of falls, and well trunk stability is essential for balance during daily functional activities.
Humans Female Aged Biomechanical Phenomena Male Equipment Design Stroke Rehabilitation Torso Middle Aged Accidental Falls Lower Extremity Robotics
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Convolutional Invasion and Expansion Networks for Tumor Growth Prediction.

IEEE transactions on medical imaging Feb 1, 2018
Tumor growth is associated with cell invasion and mass-effect, which are traditionally formulated by mathematical models, namely reaction-diffusion equations and biomechanics. Such models can be personalized based on clinical measurements to build th...
Neoplasm Invasiveness Female Multimodal Imaging Humans Pancreatic Neoplasms Male Neural Networks, Computer Models, Biological Machine Learning Neoplasms Precision Medicine Image Processing, Computer-Assisted
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Deep neural networks are more accurate than humans at detecting sexual orientation from facial images.

Journal of personality and social psychology Feb 1, 2018
We show that faces contain much more information about sexual orientation than can be perceived or interpreted by the human brain. We used deep neural networks to extract features from 35,326 facial images. These features were entered into a logistic...
Face Facial Recognition Social Perception Sexuality Adult Male Deep Learning Humans Female
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Use of Fetal Magnetic Resonance Image Analysis and Machine Learning to Predict the Need for Postnatal Cerebrospinal Fluid Diversion in Fetal Ventriculomegaly.

JAMA pediatrics Feb 1, 2018
IMPORTANCE: Which children with fetal ventriculomegaly, or enlargement of the cerebral ventricles in utero, will develop hydrocephalus requiring treatment after birth is unclear.
Humans Predictive Value of Tests Machine Learning Female Hydrocephalus Image Interpretation, Computer-Assisted Retrospective Studies Infant, Newborn Pregnancy Prenatal Diagnosis Case-Control Studies Magnetic Resonance Imaging
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Machine Learning and the Prediction of Hydrocephalus: Can Quantitative Image Analysis Assist the Clinician?

JAMA pediatrics Feb 1, 2018
Hydrocephalus Magnetic Resonance Spectroscopy Humans Machine Learning Pregnancy Female Prenatal Care
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Impressions of Humanness for Android Robot may Represent an Endophenotype for Autism Spectrum Disorders.

Journal of autism and developmental disorders Feb 1, 2018
Identification of meaningful endophenotypes may be critical to unraveling the etiology and pathophysiology of autism spectrum disorders (ASD). We investigated whether impressions of "humanness" for android robot might represent a candidate characteri...
Female Male Adolescent Child Endophenotypes Social Perception Parents Humans Robotics Autism Spectrum Disorder
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Using Clinical Notes and Natural Language Processing for Automated HIV Risk Assessment.

Journal of acquired immune deficiency syndromes (1999) Feb 1, 2018
OBJECTIVE: Universal HIV screening programs are costly, labor intensive, and often fail to identify high-risk individuals. Automated risk assessment methods that leverage longitudinal electronic health records (EHRs) could catalyze targeted screening...
Humans Automation Child, Preschool New York City Young Adult Child Infant, Newborn Algorithms Mass Screening Adult Risk Factors Decision Support Techniques Natural Language Processing Male Adolescent Aged Risk Assessment Electronic Health Records HIV Infections Aged, 80 and over Middle Aged Infant Female Cohort Studies
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Validation of artificial neural networks as a methodology for donor-recipient matching for liver transplantation.

Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society Feb 1, 2018
In 2014, we reported a model for donor-recipient (D-R) matching in liver transplantation (LT) based on artificial neural networks (ANNs) from a Spanish multicenter study (Model for Allocation of Donor and Recipient in España [MADR-E]). The aim is to ...
Graft Survival Treatment Outcome Area Under Curve Liver Transplantation Risk Assessment Time Factors ROC Curve Tissue Donors Waiting Lists Liver Diseases Donor Selection London Algorithms Decision Support Techniques Computer Simulation Female Adult Male Middle Aged Reproducibility of Results Risk Factors Humans Neural Networks, Computer
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Inferring imagined speech using EEG signals: a new approach using Riemannian manifold features.

Journal of neural engineering Feb 1, 2018
OBJECTIVE: In this paper, we investigate the suitability of imagined speech for brain-computer interface (BCI) applications.
Female Humans Young Adult Adult Electroencephalography Speech Male Brain-Computer Interfaces Support Vector Machine Imagination
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