AIMC Topic: Adult

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Machine learning approaches to analysing textual injury surveillance data: a systematic review.

Accident; analysis and prevention Mar 19, 2015
OBJECTIVE: To synthesise recent research on the use of machine learning approaches to mining textual injury surveillance data.
Wounds and Injuries Male Middle Aged Infant Adolescent Child, Preschool Humans Child Machine Learning Infant, Newborn Models, Theoretical Female Aged Population Surveillance Aged, 80 and over Data Mining Young Adult Statistics as Topic Adult
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First Trimester Laparoscopic Cerclage.

Journal of minimally invasive gynecology Mar 18, 2015
STUDY OBJECTIVE: To review the indications, rationale, and technique for abdominal cerclage, specifically focusing on a laparoscopic approach to this procedure during the first trimester of pregnancy.
Pregnancy Female Cesarean Section Robotics Adult Uterine Cervical Incompetence Pregnancy Trimester, First Abdomen Laparoscopy Gynecologic Surgical Procedures Humans Cerclage, Cervical
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Predicting long-term outcome of Internet-delivered cognitive behavior therapy for social anxiety disorder using fMRI and support vector machine learning.

Translational psychiatry Mar 17, 2015
Cognitive behavior therapy (CBT) is an effective treatment for social anxiety disorder (SAD), but many patients do not respond sufficiently and a substantial proportion relapse after treatment has ended. Predicting an individual's long-term clinical ...
Brain Female Adult Male Anxiety Disorders Humans Machine Learning Cognitive Behavioral Therapy Treatment Outcome Magnetic Resonance Imaging Brain Mapping Internet Therapy, Computer-Assisted
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The HAAPI (Home Arm Assistance Progression Initiative) Trial: A Novel Robotics Delivery Approach in Stroke Rehabilitation.

Neurorehabilitation and neural repair Mar 17, 2015
BACKGROUND: Geographical location, socioeconomic status, and logistics surrounding transportation impede access of poststroke individuals to comprehensive rehabilitative services. Robotic therapy may enhance telerehabilitation by delivering consisten...
Stroke Rehabilitation Mental Status Schedule Severity of Illness Index Treatment Outcome Age Factors Robotics Single-Blind Method Telerehabilitation Stroke Exercise Therapy Arm Paresis Female Aged Adult Male Middle Aged Humans Prospective Studies Retrospective Studies
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Bridging a translational gap: using machine learning to improve the prediction of PTSD.

BMC psychiatry Mar 16, 2015
BACKGROUND: Predicting Posttraumatic Stress Disorder (PTSD) is a pre-requisite for targeted prevention. Current research has identified group-level risk-indicators, many of which (e.g., head trauma, receiving opiates) concern but a subset of survivor...
Translational Research, Biomedical Prognosis Female Early Diagnosis Risk Factors Humans Adaptation, Psychological Middle Aged Adult Artificial Intelligence Wounds and Injuries Male Algorithms Risk Assessment Stress Disorders, Post-Traumatic ROC Curve
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Support vector machine and fuzzy C-mean clustering-based comparative evaluation of changes in motor cortex electroencephalogram under chronic alcoholism.

Medical & biological engineering & computing Mar 13, 2015
In this study, the magnitude and spatial distribution of frequency spectrum in the resting electroencephalogram (EEG) were examined to address the problem of detecting alcoholism in the cerebral motor cortex. The EEG signals were recorded from chroni...
Electroencephalography Signal Processing, Computer-Assisted Alcoholism Motor Cortex Support Vector Machine Fuzzy Logic Cluster Analysis Humans Chronic Disease Adult Male Case-Control Studies
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Language-Model Assisted Brain Computer Interface for Typing: A Comparison of Matrix and Rapid Serial Visual Presentation.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 11, 2015
Noninvasive electroencephalography (EEG)-based brain-computer interfaces (BCIs) popularly utilize event-related potential (ERP) for intent detection. Specifically, for EEG-based BCI typing systems, different symbol presentation paradigms have been ut...
Humans Machine Learning Algorithms Language Brain-Computer Interfaces Evoked Potentials, Visual Task Performance and Analysis Photic Stimulation Communication Devices for People with Disabilities Male Word Processing Female Models, Neurological Reproducibility of Results Natural Language Processing Adult Electroencephalography Sensitivity and Specificity Pattern Recognition, Automated
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Evaluating the usability of an interactive, bi-lingual, touchscreen-enabled breastfeeding educational programme: application of Nielson's heuristics.

Journal of innovation in health informatics Mar 5, 2015
The study purpose was to conduct heuristic evaluation of an interactive, bilingual touchscreen-enabled breastfeeding educational programme for Hispanic women living in rural settings in Nebraska. Three raters conducted the evaluation during May 2013 ...
Motivation Humans Mothers Health Education Software Multilingualism User-Computer Interface Female Nebraska Data Display Rural Population Adult Computer Heuristics Hispanic or Latino Breast Feeding
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Abstract computation in schizophrenia detection through artificial neural network based systems.

TheScientificWorldJournal Mar 5, 2015
Schizophrenia stands for a long-lasting state of mental uncertainty that may bring to an end the relation among behavior, thought, and emotion; that is, it may lead to unreliable perception, not suitable actions and feelings, and a sense of mental fr...
Infant Adolescent Aged Child, Preschool Humans Young Adult Schizophrenia Child Neural Networks, Computer Adult Genetic Predisposition to Disease Male Female Middle Aged Infant, Newborn
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A Mobile Health Application to Predict Postpartum Depression Based on Machine Learning.

Telemedicine journal and e-health : the official journal of the American Telemedicine Association Mar 3, 2015
BACKGROUND: Postpartum depression (PPD) is a disorder that often goes undiagnosed. The development of a screening program requires considerable and careful effort, where evidence-based decisions have to be taken in order to obtain an effective test w...
Humans Adult Sensitivity and Specificity Surveys and Questionnaires Telemedicine Machine Learning Depression, Postpartum Forecasting Prospective Studies Female Risk Factors
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