AIMC Topic: ROC Curve

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Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy.

PloS one Aug 4, 2015
Management of drug resistant focal epilepsy would be greatly assisted by a reliable warning system capable of alerting patients prior to seizures to allow the patient to adjust activities or medication. Such a system requires successful identificatio...
Dog Diseases ROC Curve Models, Animal Support Vector Machine Humans Electrodes, Implanted Forecasting Electroencephalography Telemetry Aged, 80 and over Epilepsy Animals Dogs
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Prediction of Allogeneic Hematopoietic Stem-Cell Transplantation Mortality 100 Days After Transplantation Using a Machine Learning Algorithm: A European Group for Blood and Marrow Transplantation Acute Leukemia Working Party Retrospective Data Mining Study.

Journal of clinical oncology : official journal of the American Society of Clinical Oncology Aug 3, 2015
PURPOSE: Allogeneic hematopoietic stem-cell transplantation (HSCT) is potentially curative for acute leukemia (AL), but carries considerable risk. Machine learning algorithms, which are part of the data mining (DM) approach, may serve for transplanta...
Machine Learning Time Factors Algorithms ROC Curve Decision Support Techniques Reproducibility of Results Humans Logistic Models Retrospective Studies Risk Factors Data Mining Treatment Outcome Female Middle Aged Adult Hematopoietic Stem Cell Transplantation Decision Trees Risk Assessment Europe Leukemia, Myeloid, Acute Transplantation, Homologous Predictive Value of Tests Postoperative Complications Male Precursor Cell Lymphoblastic Leukemia-Lymphoma Area Under Curve Disease Progression Kaplan-Meier Estimate Registries Disease-Free Survival
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Objective assessment of robotic surgical skill using instrument contact vibrations.

Surgical endoscopy Jul 23, 2015
BACKGROUND: Surgical skill evaluation ordinarily requires tedious video review and survey completion, while new automatic approaches focus on evaluating the quality of the surgeon's movements in free space. Robotic surgical instrument vibrations are ...
Reproducibility of Results Adult Surgeons Clinical Competence ROC Curve Robotics Equipment Design Vibration Humans Female
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High-order neural networks and kernel methods for peptide-MHC binding prediction.

Bioinformatics (Oxford, England) Jul 23, 2015
MOTIVATION: Effective computational methods for peptide-protein binding prediction can greatly help clinical peptide vaccine search and design. However, previous computational methods fail to capture key nonlinear high-order dependencies between diff...
Humans Neural Networks, Computer Algorithms Peptides ROC Curve Protein Binding Amino Acid Sequence Molecular Sequence Data Major Histocompatibility Complex Support Vector Machine Databases, Protein Area Under Curve Epitopes
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Sample Selection for Training Cascade Detectors.

PloS one Jul 21, 2015
Automatic detection systems usually require large and representative training datasets in order to obtain good detection and false positive rates. Training datasets are such that the positive set has few samples and/or the negative set should represe...
Area Under Curve Radiographic Image Interpretation, Computer-Assisted Pedestrians Pattern Recognition, Automated False Positive Reactions Breast Neoplasms Humans ROC Curve Facial Recognition Artificial Intelligence Computational Biology Algorithms Mammography Databases, Factual Female
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Proto-object categorisation and local gist vision using low-level spatial features.

Bio Systems Jul 14, 2015
Object categorisation is a research area with significant challenges, especially in conditions with bad lighting, occlusions, different poses and similar objects. This makes systems that rely on precise information unable to perform efficiently, like...
Models, Biological Lighting Visual Perception Machine Learning Humans Databases, Factual Neural Networks, Computer ROC Curve Systems Biology
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Automated generation of directed graphs from vascular segmentations.

Journal of biomedical informatics Jul 9, 2015
Automated feature extraction from medical images is an important task in imaging informatics. We describe a graph-based technique for automatically identifying vascular substructures within a vascular tree segmentation. We illustrate our technique us...
Aorta Pulmonary Artery Software Algorithms Tomography, X-Ray Computed ROC Curve Imaging, Three-Dimensional Image Processing, Computer-Assisted Area Under Curve Least-Squares Analysis Automation Angiography Humans Machine Learning
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A novel method based on physicochemical properties of amino acids and one class classification algorithm for disease gene identification.

Journal of biomedical informatics Jul 2, 2015
Identifying the genes that cause disease is one of the most challenging issues to establish the diagnosis and treatment quickly. Several interesting methods have been introduced for disease gene identification for a decade. In general, the main diffe...
Algorithms Reproducibility of Results Diagnosis, Computer-Assisted ROC Curve Computational Biology Humans Artificial Intelligence Amino Acids Amino Acid Sequence Probability False Positive Reactions Support Vector Machine Parkinson Disease Regression Analysis Proteins Principal Component Analysis
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Semi-supervised Learning Predicts Approximately One Third of the Alternative Splicing Isoforms as Functional Proteins.

Cell reports Jul 2, 2015
Alternative splicing acts on transcripts from almost all human multi-exon genes. Notwithstanding its ubiquity, fundamental ramifications of splicing on protein expression remain unresolved. The number and identity of spliced transcripts that form sta...
Humans Protein Isoforms Protein Structure, Tertiary Exons Alternative Splicing ROC Curve Proteins Area Under Curve Supervised Machine Learning
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Computerized analysis of calcification of thyroid nodules as visualized by ultrasonography.

European journal of radiology Jun 25, 2015
OBJECTIVE: The purpose of this study is to quantify computerized calcification features from ultrasonography (US) images of thyroid nodules in order to determine the ability to differentiate between malignant and benign thyroid nodules.
Feasibility Studies Hyperplasia Carcinoma, Papillary Thyroiditis ROC Curve Image Processing, Computer-Assisted Calcinosis Diagnosis, Differential Area Under Curve Middle Aged Thyroid Neoplasms Ultrasonography Thyroid Nodule Aged Aged, 80 and over Adult Sensitivity and Specificity Humans Male Neural Networks, Computer Retrospective Studies Female
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