Accession Number : ADA300012
Title : Compression and Classification of Digital Mammograms for Storage, Transmission, and Computer Aided Screening.
Descriptive Note : Annual rept. 1 Aug 94-31 Jul 95,
Corporate Author : STANFORD UNIV CA
Personal Author(s) : Gray, Robert M.
PDF Url : ADA300012
Report Date : 21 AUG 1995
Pagination or Media Count : 31
Abstract : The general goal of this project is to extend and validate techniques for image compression that we have developed and applied to computerized tomography and magnetic resonance images to the compression of digitized mammograms for efficient transmission, storage, and digital signal processing. This processing will include automatic classification of abnormal tissue so as to permit highlighting of suspicious areas on decompression. A specific goal is to provide compression from 12 bits per pixel (bpp) digital originals to less than 1 bpp while maintaining diagnostic accuracy and clinical utility at least equal to analog film. The performance of compression and classification and the clinical utility of the resulting images will be validated using recently developed clinical simulation and statistical analysis methods. In particular, the diagnostic accuracy of the digitized films at various levels of compression will be compared to that of the analog originals using clinical simulation and statistical analysis methods developed by us.
Descriptors : *COMPUTER AIDED DESIGN, *MAGNETIC RESONANCE, COMPRESSION, SIGNAL PROCESSING, SIMULATION, DIGITAL SYSTEMS, AUTOMATION, FILMS, CLINICAL MEDICINE, ACCURACY, EFFICIENCY, TRANSMITTANCE, IMAGES, CLASSIFICATION, DIAGNOSIS(GENERAL), STATISTICAL PROCESSES, SELECTION, ANALOG SYSTEMS, COMPUTERIZED TOMOGRAPHY, DECOMPRESSION.
Subject Categories : Medicine and Medical Research
Computer Programming and Software
Distribution Statement : APPROVED FOR PUBLIC RELEASE