AIMC Topic: ROC Curve

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Prediction of 5-year overall survival in cervical cancer patients treated with radical hysterectomy using computational intelligence methods.

BMC cancer Dec 12, 2017
BACKGROUND: Computational intelligence methods, including non-linear classification algorithms, can be used in medical research and practice as a decision making tool. This study aimed to evaluate the usefulness of artificial intelligence models for ...
Support Vector Machine Follow-Up Studies Survival Analysis Humans Hysterectomy Neural Networks, Computer Female Aged Adult Uterine Cervical Neoplasms Middle Aged Postoperative Complications ROC Curve
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Spatiotemporal Bayesian networks for malaria prediction.

Artificial intelligence in medicine Dec 11, 2017
Targeted intervention and resource allocation are essential for effective malaria control, particularly in remote areas, with predictive models providing important information for decision making. While a diversity of modeling technique have been use...
Humans Neural Networks, Computer Artificial Intelligence ROC Curve Area Under Curve Disease Vectors Animals Bayes Theorem Thailand Malaria Incidence Nonlinear Dynamics Time Factors
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Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning.

Ophthalmology Dec 8, 2017
PURPOSE: Development and validation of a fully automated method to detect and quantify macular fluid in conventional OCT images.
Diabetic Retinopathy Female Reproducibility of Results Aged Male Humans Tomography, Optical Coherence Macular Edema Wet Macular Degeneration Subretinal Fluid Retinal Vein Occlusion Middle Aged Diagnosis, Computer-Assisted Deep Learning ROC Curve Visual Acuity
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Infliximab trough levels and persistent vs transient antibodies measured early after induction predict long-term clinical remission in patients with inflammatory bowel disease.

Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver Nov 27, 2017
BACKGROUND: The use of therapeutic drug monitoring has been proposed as a useful tool in the management of patients with loss of response to biological therapy in patients with inflammatory bowel disease.
Gastrointestinal Agents Remission Induction Drug Resistance Prospective Studies Colitis, Ulcerative Humans Male Female Drug Monitoring Middle Aged Aged Antibodies Time Factors Young Adult Infliximab ROC Curve Adult Crohn Disease
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Developing a Machine Learning System for Identification of Severe Hand, Foot, and Mouth Disease from Electronic Medical Record Data.

Scientific reports Nov 27, 2017
Children of severe hand, foot, and mouth disease (HFMD) often present with same clinical features as those of mild HFMD during the early stage, yet later deteriorate rapidly with a fulminant disease course. Our goal was to: (1) develop a machine lear...
Humans Machine Learning Algorithms Biomarkers Retrospective Studies Electronic Health Records Female China Infant, Newborn Child, Preschool Male ROC Curve Infant Public Health Surveillance Comorbidity Hand, Foot and Mouth Disease Severity of Illness Index
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Meta-Path Methods for Prioritizing Candidate Disease miRNAs.

IEEE/ACM transactions on computational biology and bioinformatics Nov 22, 2017
MicroRNAs (miRNAs) play critical roles in regulating gene expression at post-transcriptional levels. Numerous experimental studies indicate that alterations and dysregulations in miRNAs are associated with important complex diseases, especially cance...
Systems Biology Databases, Genetic Humans MicroRNAs Neoplasms Models, Statistical Disease Progression ROC Curve
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Looking for Alzheimer's Disease morphometric signatures using machine learning techniques.

Journal of neuroscience methods Nov 22, 2017
BACKGROUND: We present our results in the International challenge for automated prediction of MCI from MRI data. We evaluate the performance of MRI-based neuromorphometrics features (nMF) in the classification of Healthy Controls (HC), Mild Cognitive...
Image Interpretation, Computer-Assisted Pattern Recognition, Automated Mental Status and Dementia Tests Humans Machine Learning Brain Female Aged Male Cognitive Dysfunction ROC Curve Magnetic Resonance Imaging Alzheimer Disease
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Bladder contractility index in posterior urethral valve: A new marker for early prediction of progression to renal failure.

Journal of pediatric urology Nov 22, 2017
INTRODUCTION: Posterior urethral valve (PUV) is the most common cause of pediatric end stage renal disease (ESRD), imposing a major health burden on medical community caregivers and adversely affecting the quality of life of patients. Chronic kidney ...
Predictive Value of Tests Databases, Factual Kidney Failure, Chronic Biomarkers Proportional Hazards Models Retrospective Studies Child Urinary Bladder Female ROC Curve Male India Renal Insufficiency, Chronic Follow-Up Studies Urinary Bladder Neck Obstruction Urodynamics Vesico-Ureteral Reflux Muscle Contraction Urethral Stricture Humans Risk Assessment Disease Progression Cohort Studies Time Factors Child, Preschool
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The neuromorphological caudate-putaminal clustering of neostriate interneurons: Kohonen self-organizing maps and supervised artificial neural networks with multivariate analysis.

Journal of theoretical biology Nov 21, 2017
AIMS: The objective of this study is to investigate the possibility of the neuromorphotopological clustering of neostriate interneurons (NSIN) and their consequent classification into caudate (CIN) and putaminal neuron type (PIN), according to the nu...
Humans Neural Networks, Computer ROC Curve Cluster Analysis Principal Component Analysis Caudate Nucleus Neostriatum Factor Analysis, Statistical Multivariate Analysis Interneurons Dendrites Putamen
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An EEG-based functional connectivity measure for automatic detection of alcohol use disorder.

Artificial intelligence in medicine Nov 21, 2017
BACKGROUND: The abnormal alcohol consumption could cause toxicity and could alter the human brain's structure and function, termed as alcohol used disorder (AUD). Unfortunately, the conventional screening methods for AUD patients are subjective and m...
Electroencephalography Signal Processing, Computer-Assisted Automation Alcoholism Brain Waves Male Middle Aged Case-Control Studies Diagnosis, Computer-Assisted ROC Curve Logistic Models Support Vector Machine Brain Predictive Value of Tests Female Area Under Curve Reproducibility of Results Bayes Theorem Humans Aged Adult
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