AIMC Topic: Male

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Automated Ventricular System Segmentation in Paediatric Patients Treated for Hydrocephalus Using Deep Learning Methods.

BioMed research international Jul 7, 2019
Hydrocephalus is a common neurological condition that can have traumatic ramifications and can be lethal without treatment. Nowadays, during therapy radiologists have to spend a vast amount of time assessing the volume of cerebrospinal fluid (CSF) by...
Deep Learning Adolescent Child, Preschool Female Infant, Newborn Child Male Imaging, Three-Dimensional Infant Hydrocephalus Humans Neural Networks, Computer Tomography, X-Ray Computed
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Automatic classification of free-text medical causes from death certificates for reactive mortality surveillance in France.

International journal of medical informatics Jul 6, 2019
BACKGROUND: Mortality surveillance is of fundamental importance to public health surveillance. The real-time recording of death certificates, thanks to Electronic Death Registration System (EDRS), provides valuable data for reactive mortality surveil...
Supervised Machine Learning Male Epidemiological Monitoring France Humans Support Vector Machine Death Certificates Classification Adult Public Health Surveillance Disease Cause of Death
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Augmented intelligence with natural language processing applied to electronic health records for identifying patients with non-alcoholic fatty liver disease at risk for disease progression.

International journal of medical informatics Jul 6, 2019
OBJECTIVE: Electronic health record (EHR) systems contain structured data (such as diagnostic codes) and unstructured data (clinical documentation). Clinical insights can be derived from analyzing both. The use of natural language processing (NLP) al...
Disease Progression Cohort Studies Natural Language Processing Non-alcoholic Fatty Liver Disease Electronic Health Records Female Humans Male Algorithms Middle Aged
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Predicting mechanical restraint of psychiatric inpatients by applying machine learning on electronic health data.

Acta psychiatrica Scandinavica Jul 6, 2019
OBJECTIVE: Mechanical restraint (MR) is used to prevent patients from harming themselves or others during inpatient treatment. The objective of this study was to investigate whether incident MR occurring in the first 3 days following admission could ...
Female Hospitalization Sensitivity and Specificity Predictive Value of Tests Male Self-Injurious Behavior Case-Control Studies Humans Restraint, Physical Early Warning Score Time Factors Machine Learning Inpatients Mental Disorders Denmark Electronic Health Records
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Waterjet Ablation Therapy for Treating Benign Prostatic Obstruction in Patients with Small- to Medium-size Glands: 12-month Results of the First French Aquablation Clinical Registry.

European urology Jul 5, 2019
BACKGROUND: Aquablation has emerged as a novel ablative therapy combining image guidance and robotics for targeted waterjet adenoma resection.
Registries France Lower Urinary Tract Symptoms Ablation Techniques Operative Time Recovery of Function Prostatic Hyperplasia Robotics Postoperative Complications Length of Stay Treatment Outcome Humans Aged Male Middle Aged
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Body Patches in Inferior Temporal Cortex Encode Categories with Different Temporal Dynamics.

Journal of cognitive neuroscience Jul 5, 2019
An unresolved question in cognitive neuroscience is how representations of object categories at different levels (basic and superordinate) develop during the course of the neural response within an area. To address this, we decoded categories of diff...
Support Vector Machine Magnetic Resonance Imaging Electroencephalography Concept Formation Macaca mulatta Pattern Recognition, Visual Animals Temporal Lobe Electrophysiological Phenomena Male Time Factors
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CADOES: An interactive machine-learning approach for sex estimation with the pelvis.

Forensic science international Jul 5, 2019
The pelvis is consistently regarded as the most sexually dimorphic region of the human skeleton, and methods for sex estimation with the pelvic bones are usually very accurate. In this investigation, population-specific osteometric models for the ass...
Male Logistic Models Humans Pelvic Bones Neural Networks, Computer Least-Squares Analysis Datasets as Topic Machine Learning Female Sex Determination by Skeleton Forensic Anthropology
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Single Inertial Sensor-Based Neural Networks to Estimate COM-COP Inclination Angle During Walking.

Sensors (Basel, Switzerland) Jul 5, 2019
A biomechanical understanding of gait stability is needed to reduce falling risk. As a typical parameter, the COM-COP (center of mass-center of pressure) inclination angle (IA) could provide valuable insight into postural control and balance recovery...
Humans Walking Gait Healthy Volunteers Accelerometry Monitoring, Physiologic Neural Networks, Computer Postural Balance Algorithms Equipment Design Adult Signal Processing, Computer-Assisted Male
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A Real-Time Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data.

Journal of medical Internet research Jul 5, 2019
BACKGROUND: The rapid deterioration observed in the condition of some hospitalized patients can be attributed to either disease progression or imperfect triage and level of care assignment after their admission. An early warning system (EWS) to ident...
Male Middle Aged Risk Assessment Computer Systems Retrospective Studies Electronic Health Records Female Risk Factors Monitoring, Physiologic Inpatients Mortality Humans Machine Learning Algorithms Prospective Studies
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Development of Big Data Predictive Analytics Model for Disease Prediction using Machine learning Technique.

Journal of medical systems Jul 5, 2019
Now days, health prediction in modern life becomesvery much essential. Big data analysis plays a crucial role to predict future status of healthand offerspreeminenthealth outcome to people. Heart disease is a prevalent disease cause's death around th...
Machine Learning Forecasting Female Aged Humans Male Disease Middle Aged Big Data Bayes Theorem
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