Comparison of methods for texture analysis of QUS parametric images in the characterization of breast lesions - Osapoetra, Laurentius O.; Chan, William; Tran, William; Kolios, Michael C.; Czarnota, Gregory J. (PloS one, 2020)
Keywords: Acoustics; Algorithms; Artificial neural networks; Biology and Life Sciences; Biophysics; Biopsy; Breast - diagnostic imaging; Breast cancer; Breast carcinoma; Breast Neoplasms - diagnostic imaging; Cancer therapies; Cell adhesion & migration; Classification; Classifiers; Computer and Information Sciences; Diagnosis; Diagnosis, Ultrasonic; Diagnostic systems; Discriminant analysis; Feature extraction; Female; Health sciences; Humans; Image classification; Image Interpretation, Computer-Assisted - methods; Image Processing, Computer-Assisted - methods; Imaging techniques; Information processing; Lesions; Magnetic resonance imaging; Malignancy; Mammography; Mathematical models; Matrices (mathematics); Medical diagnosis; Medical imaging; Medical prognosis; Medicine and Health Sciences; Methods; Morbidity; Neural networks; Oncology; Parameter sensitivity; Performance evaluation; Physical Sciences; Prognosis; Prostate cancer; Radial basis function; Research and Analysis Methods; Spectra; Spectroscopy; Spectrum analysis; Statistical analysis; Support vector machines; Texture; Tumors; Ultrasonography - methods; Ultrasound; Canada; Toronto Ontario Canada; United States--US