论文信息 - Development of a smart workstation for use in mammography

Development of a smart workstation for use in mammography

We are developing various computer-vision schemes for the detection of masses and microcalcifications in digital mammograms. However, for the effective and efficient implementation of computer-aided diagnosis (CAD), appropriate man-machine interfaces must be developed. Thus, our plan is to incorporate our schemes into a dedicated workstation for use as a 'second opinion' in a mammographic screening program. Output from the computer would be displayed as an aid, leaving the final diagnostic decision with the radiologist.

[1] K Doi,et al. Improvement in radiologists' detection of clustered microcalcifications on mammograms. The potential of computer-aided diagnosis. , 1990, Investigative radiology.

[2] M L Giger,et al. Computerized detection of masses in digital mammograms: analysis of bilateral subtraction images. , 1991, Medical physics.

[3] Kunio Doi,et al. Investigation of methods for the computerized detection and analysis of mammographic masses , 1990, Medical Imaging: Image Processing.

[4] K Doi,et al. Image feature analysis and computer-aided diagnosis in digital radiography. I. Automated detection of microcalcifications in mammography. , 1987, Medical physics.

[5] K. Doi,et al. Computer-aided detection of microcalcifications in mammograms. Methodology and preliminary clinical study. , 1988, Investigative radiology.

[6] H MacMahon,et al. Computer-aided diagnosis in chest radiology. , 1990, Journal of thoracic imaging.