AIMC Topic: Area Under Curve

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Fusion analysis of functional MRI data for classification of individuals based on patterns of activation.

Brain imaging and behavior Jun 1, 2015
Classification of individuals based on patterns of brain activity observed in functional MRI contrasts may be helpful for diagnosis of neurological disorders. Prior work for classification based on these patterns have primarily focused on using a sin...
Brain Female Humans Magnetic Resonance Imaging Brain Mapping Support Vector Machine Acoustic Stimulation Speech Perception Nonlinear Dynamics Area Under Curve Aging Young Adult Male Adult ROC Curve Aged Middle Aged
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Evaluation of a hospital admission prediction model adding coded chief complaint data using neural network methodology.

European journal of emergency medicine : official journal of the European Society for Emergency Medicine Apr 1, 2015
OBJECTIVE: Our objective was to apply neural network methodology to determine whether adding coded chief complaint (CCC) data to triage information would result in an improved hospital admission prediction model than one without CCC data.
Pennsylvania Emergency Medicine Patient Admission Emergency Treatment Humans Area Under Curve Cohort Studies Triage Algorithms Predictive Value of Tests Neural Networks, Computer Risk Assessment Confidence Intervals Aged Emergency Service, Hospital Female Male Hospitalization Reproducibility of Results Aged, 80 and over Retrospective Studies
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Seizure detection using regression tree based feature selection and polynomial SVM classification.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jan 1, 2015
This paper presents a novel patient-specific algorithm for detection of seizures in epileptic patients with low hardware complexity and low power consumption. In the proposed approach, we first compute the spectrogram of the input fragmented EEG sign...
Signal Processing, Computer-Assisted Area Under Curve Seizures Electroencephalography Support Vector Machine Regression Analysis Humans
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Breast tumor classification in ultrasound images using neural networks with improved generalization methods.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jan 1, 2015
Mammography, scintimammography and ultrasound images have been used to increase the specificity of breast cancer image diagnosis. Concerning breast cancer image diagnosis with ultrasound, some results found in the literature show better performance o...
Area Under Curve ROC Curve Humans Mammography Neural Networks, Computer Female Ultrasonography Breast Neoplasms Retrospective Studies Algorithms
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