Fully Automatic Lesion Localization and Characterization: Application to Brain Tumors Using Multiparametric Quantitative MRI Data - Arnaud, Alexis; Forbes, Florence; Coquery, Nicolas; Collomb, Nora; Lemasson, Benjamin; Barbier, Emmanuel L. (IEEE transactions on medical imaging, 2018)
Keywords: Algorithms; animal models and imaging; Animals; anomaly detection; Applications; automatic characterization; automatic segmentation; Automation; Brain; Brain cancer; Brain Neoplasms - diagnostic imaging; brain tumor; Brain tumors; Cancer; computer-aided detection and diagnosis; Data processing; Databases, Factual; Feature extraction; fingerprint model; Heterogeneity; Image Interpretation, Computer-Assisted - methods; Image processing; Image segmentation; Lesions; Life Sciences; Localization; Magnetic resonance imaging; magnetic resonance imaging (MRI); Magnetic Resonance Imaging - methods; Mathematical models; Medical diagnosis; Methodology; mixture model; Normal distribution; Parameters; Pathology; Perfusion imaging; Physiology; probabilistic and statistical methods; quantitative multiparametric MRI; radiomics; Rats; Shape; Signatures; Spatial discrimination; Statistical analysis; Statistics; Tissues; Tumors; Animal models and imaging; Fingerprint model; Magnetic resonance imaging (MRI); Mixture model; Computer-aided detection and diagnosis; Anomaly detection; Radiomics; Brain tumor; Probabilistic and statistical methods; Automatic characterization; Automatic segmentation; Perfusion imaging; Quantitative multiparametric MRI