AIMC Topic: ROC 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...
Middle Aged ROC Curve Support Vector Machine Male Aging Nonlinear Dynamics Acoustic Stimulation Speech Perception Magnetic Resonance Imaging Brain Mapping Area Under Curve Humans Brain Female Aged Young Adult Adult
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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...
Breast Neoplasms Ultrasonography ROC Curve Mammography Area Under Curve Algorithms Retrospective Studies Humans Female Neural Networks, Computer
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Acute appendicitis diagnosis using artificial neural networks.

Technology and health care : official journal of the European Society for Engineering and Medicine Jan 1, 2015
BACKGROUND: Artificial neural networks is one of pattern analyzer method which are rapidly applied on a bio-medical field.
Republic of Korea Female Young Adult Humans Neural Networks, Computer Acute Disease Adolescent Middle Aged Adult Appendicitis ROC Curve Severity of Illness Index Sensitivity and Specificity Hospitals, University Male Diagnosis, Computer-Assisted
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Identification of Conversion from Normal Elderly Cognition to Alzheimer's Disease using Multimodal Support Vector Machine.

Journal of Alzheimer's disease : JAD Jan 1, 2015
Alzheimer's disease (AD) is one of the most serious progressive neurodegenerative diseases among the elderly, therefore the identification of conversion to AD at the earlier stage has become a crucial issue. In this study, we applied multimodal suppo...
Positron-Emission Tomography Humans ROC Curve Female Magnetic Resonance Imaging Databases, Factual Aging Image Processing, Computer-Assisted Support Vector Machine Disease Progression Brain Multimodal Imaging Cohort Studies Alzheimer Disease Aged Aged, 80 and over Sensitivity and Specificity Male
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Use of an Artificial Neural Network to Construct a Model of Predicting Deep Fungal Infection in Lung Cancer Patients.

Asian Pacific journal of cancer prevention : APJCP Jan 1, 2015
BACKGROUND: The statistical methods to analyze and predict the related dangerous factors of deep fungal infection in lung cancer patients were several, such as logic regression analysis, meta-analysis, multivariate Cox proportional hazards model anal...
Middle Aged Incidence ROC Curve Adult Male Carcinoma, Non-Small-Cell Lung Follow-Up Studies Neoplasm Staging Lung Neoplasms Logistic Models Adenocarcinoma Female Carcinoma, Squamous Cell Risk Factors Aged Aged, 80 and over Neural Networks, Computer Prognosis Retrospective Studies Humans Cross Infection Mycoses Carcinoma, Large Cell Fungi Small Cell Lung Carcinoma
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