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Hierarchical Computer-Aided Detection of Abnormal Regions in Medical Images
Receiver operator characteristic curves for detection of prostate cancer at various weights (T) in histological (top) and MRI (bottom) images. Classification is based on multiplicative weighted maximum a posteriori (MWMAP) estimation with iterated conditional modes (ICM). The regions labeled as malignant at three weights are highlighted in green (histology)...
Published: 2/18/2022   |   Inventor(s): James Monaco, Anant Madabhushi, Michael Feldman, John Tomaszewski
Keywords(s): Imaging, Prostate Cancer
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms, Technology Classifications > Healthcare & Life Sciences, Technology Classifications > Diagnostics, Technology Classifications > Cancer