AIMC Topic: Humans

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A Novel Technique for Multi Biometric Cryptosystem Using Fuzzy Vault.

Journal of medical systems Mar 21, 2019
Biometric authentication is the process of recognizing a person by means of his\her psychological or behavioral traits. One of the most important issues faced by the biometric system developer is to protect the template obtained from the biometric of...
Biometric Identification Computer Security Dermatoglyphics Image Processing, Computer-Assisted Fuzzy Logic Hand Humans
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Machine learning meets partner matching: Predicting the future relationship quality based on personality traits.

PloS one Mar 21, 2019
To what extent is it possible to use machine learning to predict the outcome of a relationship, based on the personality of both partners? In the present study, relationship satisfaction, conflicts, and separation (intents) of 192 partners four years...
Adult Humans Personality Male Sexual Partners Surveys and Questionnaires Machine Learning Models, Psychological Female
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A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images.

IEEE transactions on medical imaging Mar 20, 2019
Obtaining the complete segmentation map of retinal lesions is the first step toward an automated diagnosis tool for retinopathy that is interpretable in its decision-making. However, the limited availability of ground truth lesion detection maps at a...
ROC Curve Fundus Oculi Retina Supervised Machine Learning Image Interpretation, Computer-Assisted Retinal Diseases Humans Databases, Factual Diagnostic Techniques, Ophthalmological
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Robot for health data acquisition among older adults: a pilot randomised controlled cross-over trial.

BMJ quality & safety Mar 20, 2019
BACKGROUND /OBJECTIVES: Healthcare professionals (HCP) are confronted with an increased demand for assessments of important health status measures, such as patient-reported outcome measurements (PROM), and the time this requires. The aim of this stud...
Humans Female Pilot Projects Surveys and Questionnaires Interviews as Topic Robotics Aged Aged, 80 and over Male Patient Satisfaction Time Cross-Over Studies Netherlands Patient Reported Outcome Measures
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A deep-learning model using automated performance metrics and clinical features to predict urinary continence recovery after robot-assisted radical prostatectomy.

BJU international Mar 20, 2019
OBJECTIVES: To predict urinary continence recovery after robot-assisted radical prostatectomy (RARP) using a deep learning (DL) model, which was then used to evaluate surgeon's historical patient outcomes.
Postoperative Complications Humans Deep Learning Aged Cohort Studies Robotic Surgical Procedures Male Prostate Surgeons Prostatectomy Middle Aged Treatment Outcome Urinary Incontinence Models, Statistical Recovery of Function
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Classifying major depression patients and healthy controls using EEG, eye tracking and galvanic skin response data.

Journal of affective disorders Mar 20, 2019
OBJECTIVE: Major depression disorder (MDD) is one of the most prevalent mental disorders worldwide. Diagnosing depression in the early stage is crucial to treatment process. However, due to depression's comorbid nature and the subjectivity in diagnos...
Eye Movement Measurements Support Vector Machine Humans Electroencephalography Machine Learning Galvanic Skin Response Algorithms Male Female Depressive Disorder, Major Young Adult Case-Control Studies Adult Logistic Models
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Complexity perception classification method for tongue constitution recognition.

Artificial intelligence in medicine Mar 20, 2019
The body constitution is much related to the diseases and the corresponding treatment programs in Traditional Chinese Medicine. It can be recognized by the tongue image diagnosis, so that it is essentially regarded as a problem of tongue image classi...
Image Processing, Computer-Assisted Humans Neural Networks, Computer Medicine, Chinese Traditional Tongue Deep Learning
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Membrane potential resonance in non-oscillatory neurons interacts with synaptic connectivity to produce network oscillations.

Journal of computational neuroscience Mar 20, 2019
Several neuron types have been shown to exhibit (subthreshold) membrane potential resonance (MPR), defined as the occurrence of a peak in their voltage amplitude response to oscillatory input currents at a preferred (resonant) frequency. MPR has been...
Nonlinear Dynamics Synapses Linear Models Algorithms Neural Pathways Models, Neurological Membrane Potentials Humans Biological Clocks Neurons Neural Networks, Computer
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RNA sequencing and swarm intelligence-enhanced classification algorithm development for blood-based disease diagnostics using spliced blood platelet RNA.

Nature protocols Mar 20, 2019
Blood-based diagnostics tests, using individual or panels of biomarkers, may revolutionize disease diagnostics and enable minimally invasive therapy monitoring. However, selection of the most relevant biomarkers from liquid biosources remains an imme...
RNA Splicing Humans High-Throughput Nucleotide Sequencing Biomarkers Blood Platelets Computational Biology DNA, Complementary RNA, Messenger Sequence Analysis, RNA Support Vector Machine
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Machine Learning for Prediction of Posttraumatic Stress and Resilience Following Trauma: An Overview of Basic Concepts and Recent Advances.

Journal of traumatic stress Mar 20, 2019
Posttraumatic stress responses are characterized by a heterogeneity in clinical appearance and etiology. This heterogeneity impacts the field's ability to characterize, predict, and remediate maladaptive responses to trauma. Machine learning (ML) app...
Machine Learning Risk Factors Risk Assessment Stress Disorders, Post-Traumatic Humans
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