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A combined strategy of feature selection and machine learning to identify predictors of prediabetes.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2020
OBJECTIVE: To identify predictors of prediabetes using feature selection and machine learning on a nationally representative sample of the US population.
Risk Factors Adult Male Middle Aged Humans Prediabetic State Machine Learning Socioeconomic Factors Algorithms Prevalence Area Under Curve Female ROC Curve Nutrition Surveys Models, Theoretical
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Temporal convolutional networks allow early prediction of events in critical care.

Journal of the American Medical Informatics Association : JAMIA Mar 1, 2020
OBJECTIVE: Clinical interventions and death in the intensive care unit (ICU) depend on complex patterns in patients' longitudinal data. We aim to anticipate these events earlier and more consistently so that staff can consider preemptive action.
Machine Learning Computer Simulation Prognosis Intensive Care Units Humans Neural Networks, Computer Female Hospitalization Aged Hospital Mortality Aged, 80 and over Logistic Models Male Critical Care Middle Aged
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Texture analysis and machine learning algorithms accurately predict histologic grade in small (< 4 cm) clear cell renal cell carcinomas: a pilot study.

Abdominal radiology (New York) Mar 1, 2020
PURPOSE: To predict the histologic grade of small clear cell renal cell carcinomas (ccRCCs) using texture analysis and machine learning algorithms.
Kidney Neoplasms Carcinoma, Renal Cell Middle Aged Pilot Projects Neoplasm Grading Radiographic Image Interpretation, Computer-Assisted Humans Machine Learning Retrospective Studies Tomography, X-Ray Computed Female Male
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Multiple-Image Deep Learning Analysis for Neuropathy Detection in Corneal Nerve Images.

Cornea Mar 1, 2020
PURPOSE: Automated classification of corneal confocal images from healthy subjects and diabetic subjects with neuropathy.
Humans Algorithms Female Reproducibility of Results Cornea Male Diabetic Neuropathies Corneal Diseases Middle Aged Ophthalmic Nerve Deep Learning Microscopy, Confocal Nerve Fibers
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Acceptability and Perceived Utility of Telemedical Consultation during Cardiac Arrest Resuscitation. A Multicenter Survey.

Annals of the American Thoracic Society Mar 1, 2020
Many clinicians who participate in or lead in-hospital cardiac arrest (IHCA) resuscitations lack confidence for this task or worry about errors. Well-led IHCA resuscitation teams deliver better care, but expert resuscitation leaders are often unavai...
Referral and Consultation Nursing Staff, Hospital Humans Male Utah Hospital Units Intensive Care Units Middle Aged Cardiopulmonary Resuscitation Idaho Female Attitude of Health Personnel Heart Arrest Medical Staff, Hospital Telemedicine Adult
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Neuropsychiatric symptoms as predictors of conversion from MCI to dementia: a machine learning approach.

International psychogeriatrics Mar 1, 2020
OBJECTIVES: To use a Machine Learning (ML) approach to compare Neuropsychiatric Symptoms (NPS) in participants of a longitudinal study who developed dementia and those who did not.
Sleep Wake Disorders Machine Learning Cognitive Dysfunction Aggression Delusions Behavioral Symptoms Humans Male Middle Aged Disease Progression Anxiety Depression Dementia Longitudinal Studies Neuropsychological Tests Female Aged Aged, 80 and over
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A Deep Learning Approach in Rebubbling After Descemet's Membrane Endothelial Keratoplasty.

Eye & contact lens Mar 1, 2020
PURPOSE: To evaluate the efficacy of deep learning in judging the need for rebubbling after Descemet's endothelial membrane keratoplasty (DMEK).
Descemet Membrane Descemet Stripping Endothelial Keratoplasty Corneal Endothelial Cell Loss Fuchs' Endothelial Dystrophy Visual Acuity Area Under Curve Tomography, Optical Coherence Reoperation Humans Retrospective Studies Female Aged Male Deep Learning ROC Curve Models, Theoretical
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Reply: Deep learning as a predictive tool for fetal heart pregnancy following time-lapse incubation and blastocyst transfer.

Human reproduction (Oxford, England) Feb 29, 2020
Embryo Transfer Single Embryo Transfer Fetal Heart Humans Pregnancy Female Deep Learning
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Deep learning as a predictive tool for fetal heart pregnancy following time-lapse incubation and blastocyst transfer.

Human reproduction (Oxford, England) Feb 29, 2020
Humans Pregnancy Fetal Heart Female Deep Learning Embryo Transfer Single Embryo Transfer
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Identifying Schizo-Obsessive Comorbidity by Tract-Based Spatial Statistics and Probabilistic Tractography.

Schizophrenia bulletin Feb 26, 2020
A phenomenon in schizophrenia patients that deserves attention is the high comorbidity rate with obsessive-compulsive disorder (OCD). Little is known about the neurobiological basis of schizo-obsessive comorbidity (SOC). We aimed to investigate wheth...
Diffusion Tensor Imaging Obsessive-Compulsive Disorder Adult Male Comorbidity Humans Support Vector Machine Adolescent Female Schizophrenia Young Adult White Matter Nerve Net
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