AIMC Topic: Predictive Value of Tests

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Machine Learning and Prediction of All-Cause Mortality in COPD.

Chest Apr 27, 2020
BACKGROUND: COPD is a leading cause of mortality.
Respiratory Function Tests Humans Machine Learning Female Pulmonary Disease, Chronic Obstructive Male Middle Aged Predictive Value of Tests Cause of Death
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Boot-Shaped Heart After Robotic Coronary Assist Bypass Surgery.

JACC. Cardiovascular imaging Apr 15, 2020
Robotic Surgical Procedures Coronary Artery Bypass Humans Treatment Outcome Predictive Value of Tests Robotics
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Artificial Intelligence to Detect Papilledema from Ocular Fundus Photographs.

The New England journal of medicine Apr 14, 2020
BACKGROUND: Nonophthalmologist physicians do not confidently perform direct ophthalmoscopy. The use of artificial intelligence to detect papilledema and other optic-disk abnormalities from fundus photographs has not been well studied.
Datasets as Topic Ophthalmoscopy Photography Papilledema Retrospective Studies Sensitivity and Specificity Deep Learning ROC Curve Humans Diagnosis, Differential Neural Networks, Computer Predictive Value of Tests Algorithms Area Under Curve Fundus Oculi Retina
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PredyCLU: A prediction system for chronic leg ulcers based on fuzzy logic; part II-Exploring the arterial side.

International wound journal Apr 13, 2020
Peripheral arterial disease (PAD) and its most severe form, critical limb ischaemia (CLI), are very common clinical conditions related to atherosclerosis and represent the major causes of morbidity, mortality, disability, and reduced quality of life ...
Humans Algorithms Retrospective Studies Female Predictive Value of Tests Aged Italy Early Diagnosis Male Leg Ulcer Risk Assessment Tibial Arteries Fuzzy Logic Peripheral Arterial Disease Chronic Disease
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Prediction of physical violence in schizophrenia with machine learning algorithms.

Psychiatry research Apr 13, 2020
Patients with schizophrenia have been shown to have an increased risk for physical violence. While certain features have been identified as risk factors, it has been difficult to integrate these variables to identify violent patients. The present stu...
Predictive Value of Tests Area Under Curve Schizophrenia Violence Humans Schizophrenic Psychology Cross-Sectional Studies Machine Learning Physical Abuse Male Algorithms Middle Aged Female ROC Curve Risk Factors Adult
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Predicting mental health problems in adolescence using machine learning techniques.

PloS one Apr 6, 2020
BACKGROUND: Predicting which children will go on to develop mental health symptoms as adolescents is critical for early intervention and preventing future, severe negative outcomes. Although many aspects of a child's life, personality, and symptoms h...
Predictive Value of Tests Mental Health Humans Models, Psychological Male Twins Mental Disorders Adolescent Female Child Sweden Support Vector Machine
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Application of Generalized Split Linearized Bregman Iteration algorithm for Alzheimer's disease prediction.

Aging Apr 5, 2020
In this paper, we applied a novel method for the detection of Alzheimer's disease (AD) based on a structural magnetic resonance imaging (sMRI) dataset. Specifically, the method involved a new classification algorithm of machine learning, named Genera...
Middle Aged Prognosis Humans Alzheimer Disease Machine Learning Female Algorithms Neuroimaging Reproducibility of Results Aged Gray Matter Male Magnetic Resonance Imaging Organ Size Predictive Value of Tests
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Network topology and machine learning analyses reveal microstructural white matter changes underlying Chinese medicine Dengzhan Shengmai treatment on patients with vascular cognitive impairment.

Pharmacological research Mar 31, 2020
With the increasing incidence of cerebrovascular diseases and dementia, considerable efforts have been made to develop effective treatments on vascular cognitive impairment (VCI), among which accumulating practice-based evidence has shown great poten...
Humans Female Double-Blind Method Drugs, Chinese Herbal White Matter Aged Time Factors Neuropsychological Tests Beijing Male Cognition Diffusion Tensor Imaging Treatment Outcome Middle Aged Dementia, Vascular Support Vector Machine Cognitive Dysfunction Predictive Value of Tests
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Association of Cardiovascular Mortality and Deep Learning-Funduscopic Atherosclerosis Score derived from Retinal Fundus Images.

American journal of ophthalmology Mar 25, 2020
PURPOSE: The prediction of atherosclerosis using retinal fundus images and deep learning has not been shown possible. The purpose of this study was to develop a deep learning model which predicted atherosclerosis by using retinal fundus images and to...
Retina Carotid Arteries Ophthalmoscopy Cardiovascular Diseases Middle Aged Risk Assessment Deep Learning Ultrasonography Follow-Up Studies Predictive Value of Tests Atherosclerosis Fundus Oculi Aged Aged, 80 and over Adult Retrospective Studies Survival Rate Male Republic of Korea Humans Female Prognosis Risk Factors
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Diagnostic performance of deep learning-based vascular extraction and stenosis detection technique for coronary artery disease.

The British journal of radiology Mar 25, 2020
OBJECTIVE: To investigate the diagnostic performance of deep learning (DL)-based vascular extraction and stenosis detection technology in assessing coronary artery disease (CAD).
Retrospective Studies Female Aged Sensitivity and Specificity Male Humans Coronary Angiography Coronary Artery Disease Angiography, Digital Subtraction Computed Tomography Angiography Coronary Stenosis Middle Aged Deep Learning ROC Curve Predictive Value of Tests
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