Patent ReferencesMethod of investigating mammograms for masses and calcifications, and apparatus for practicing such method Computerized detection of masses and microcalcifications in digital mammograms Method and apparatus for detecting a desired behavior in digital image data Apparatus for computer aided diagnosis of medical images having abnormal patterns Patent #: 5761334 InventorsAssigneeApplicationNo. 138492 filed on 08/24/1998US Classes:382/132, X-ray film analysis (e.g., radiography)128/922Including image analysisExaminersPrimary: Johns, Andrew W.Attorney, Agent or FirmInternational ClassG06K 009/00AbstractA computer-assisted diagnostic (CAD) method and apparatus are described for the enhancement and detection of suspicious regions in digital X-ray images, with particular emphasis on early cancer detection using digital mammography. An objective is to improve the sensitivity of detection of suspicious areas such as masses, while maintaining a low false positive detection rate, and to classify masses as benign or malignant. A modular CAD technique has been developed as a potentially automatic and/or second-opinion method for mass detection and classification in digital mammography that may in turn be readily modified for application with different digital X-ray detectors with varying gray-scale and resolution characteristics. The method consists of using a plurality of CAD modules to preprocess and enhance image features in the gray-level, the directional texture, and the morphological domains.Other References
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