|
EDUCATION
1978 B.S. summa cum laude (Mathematics, Physics, Health Sciences), Illinois Benedictine College
1979 M.Sc. (Physics), University of Exeter, England
1985 Ph.D. (Medical Physics), The University of Chicago
HONORS
President's Scholarship Award, Illinois Benedictine College, 1975, 1976, 1977
Rev. Shonka, O.S.B. Scholarship Award in Physics, 1977
B.S. summa cum laude, 1978
Procopian Award, Illinois Benedictine College, 1978
Who's Who in American Colleges and Universities, 1978
Rotary International Fellowship, 1978-79
First Place Award, Young Investigators' Symposium, AAPM, 1985
The University of Chicago, American Cancer Society Institutional Grant Award, 1986
The University of Chicago Louis Block Research Grant Award, 1986
Whitaker Foundation Biomedical Engineering Research Grant, 1987
American Cancer Society Junior Faculty Research Award, 1988
Wendy Will Case Cancer Fund Research Grant Award, 1989
American Cancer Society Faculty Research Award, 1991
Magna cum laude, Scientific Exhibit, RSNA, 1993
AUR Stauffer Award, 1995
AAPM Sylvia Sorkin Greenfield Award, 1995
Excellence in Design Award, RSNA, 1997
Cum laude, Scientific Exhibit, RSNA, 1998
Excellence in Design Award, Scientific Exhibit, RSNA, 1998
Fellow, AIMBE (American Institute of Medical and Biological Engineers), 2000
Stauffer Award, 2000
Fellow, AAPM (American Association of Physicists in Medicine), 2001
RESEARCH INTERESTS AND ACTIVITIES
Digital radiology and computer-aided diagnosis in breast, thorax, and skeletal imaging
Computerized analysis of digitized mammograms, digital mammography images, sonographic breast images, and magnetic resonance images of the breast
Computerized assessment of breast cancer risk
Computer-aided diagnosis of nodules in CT images of the thorax
Computerized radiographic analysis for osteoporosis
24 past/active research grant awards from NIH, NCI, American Cancer Society, Whitaker Foundation, U.S. Army, Wendy Will Case Cancer Foundation
EDUCATIONAL ACTIVITIES
Director, Graduate Programs in Medical Physics, University of Chicago
Training of Medical Physics graduate students, physics undergraduate students, postdoctoral fellows
Refresher/Categorical Course faculty: RSNA, AAPM, SPIE, SCAR
PROFESSIONAL ASSOCIATIONS
Member, American Association of Physicists in Medicine (AAPM)
Member, The International Society for Optical Engineering (SPIE)
Member, Society for Computer Applications in Radiology (SCAR)
Member, The Institute of Electrical and Electronics Engineers (IEEE)
Member, The Association of University Radiologists (AUR)
NATIONAL AND INTERNATIONAL PROFESSIONAL ACTIVITIES
NIH Diagnostic Radiology Study Section, Regular Member, 1991-1995
U.S. Army Grant reviewer
Associate Editor: MEDICAL PHYSICS and IEEE TRANSACTIONS ON MEDICAL IMAGING
AAPM: Scientific Program co-Director, 1998, Scientific Program Director, 1999
AAPM: Commission on Accreditation of Educational Programs for Medical Physicists (1987-1992, Chair 1989,1990)
CARS 2000: Executive Committee
REFERRED JOURNAL ARTICLES
Lissak M, Wynn VT: The detection of low frequency rhythms in the electrocardiograms of male and female subjects. J. Interdiscipl. Cycle Res. 12: 69, 1981 .
Giger ML, Doi K: Investigation of basic imaging properties in digital radiography. 1. Modulation transfer function. Medical Physics 11: 287-295, 1984.
Giger ML, Doi K, Metz CE: Investigation of basic imaging properties in digital radiography. 2. Noise Wiener Spectrum. Medical Physics 11: 797-805, 1984.
Giger ML, Doi K: Investigation of basic imaging properties in digital radiography. 3. Effect of Pixel Size on SNR and Threshold Contrast. Medical Physics 12: 201-208, 1985.
Fujita H, Doi K, Chan HP, Giger ML, Duda EE: Development of dynamic and static phantoms for evaluation of digital subtraction angiography (DSA) systems. Radiology 155: 799-803, 1985.
Fujita H, Doi K, Giger ML: Investigation of basic imaging properties in digital radiography. 6. MTFs of I.I.-TV digital imaging systems. Medical Physics 12: 713-729, 1985.
Fujita H, Doi K, Giger ML, Chan HP: Investigation of basic imaging properties in digital radiography. 5. Characteristic curves of I.l.-TV digital systems. Medical Physics 13: 13-18, 1986.
Giger ML, Doi K, Fujita H: Investigation of basic imaging properties in digital radiography. 7. Noise Wiener spectra of I.I.-TV digital imaging systems. Medical Physics 13: 131-138, 1986.
Ohara K, Chan HP, Doi K, Giger ML, Fujita H: Investigation of basic imaging properties in digital radiography. 8. Detection of simulated low-contrast objects in DSA images. Medical Physics 13: 304-311, 1986.
Giger ML, Ohara K, Doi K: Investigation of basic imaging properties in digital radiography. 9. Effect of displayed grey levels on signal detection. Medical Physics 13: 312-318, 1986.
Doi K, Fujita H, Ohara K, Ono K, Matsui H, Giger ML, Chan H-P: Digital radiographic imaging system with multiple-slit scanning x-ray beam: A preliminary report. Radiology 161: 513-518, 1986.
Kume Y, Doi K, Ohara K, Giger ML: Investigation of basic imaging properties in digital radiography. 10. Structure mottle of I.I.-TV digital imaging systems. Medical Physics 13: 843-849, 1986.
Fujita H, Doi K, MacMahon H, Kume Y, Giger ML, Hoffmann K, Katafuchi T, Ohara K, Chan H-P: Basic imaging properties of a large image intensifier-TV digital chest radiographic system. Investigative Radiology 22: 328-335, 1987.
Giger ML, Doi K: Effect of pixel size on detectability of low-contrast signals in digital radiography. Journal of the Optical Society of America A4: 966-975, 1987.
Giger ML, Doi K, MacMahon H: Image feature analysis and computer-aided diagnoses in digital radiography. 3. Automated detection of nodules in peripheral lung fields. Medical Physics 15: 158-166, 1988.
Fujita H, Giger ML, Doi K: Investigation of basic imaging properties in digital radiography. 12. Effect of matrix configuration on system resolution. Medical Physics 15: 384-390, 1988.
MacMahon H, Metz CE, Doi K, Kim T, Giger ML, Chan H-P: The effect of display format on diagnostic accuracy in digital chest radiography: A comparison of hardcopy, video, and reversed grey scale. Radiology 168: 669-673, 1988.
Doi K, MacMahon H, Katsuragawa S, Chan HP, Giger ML, Metz CE: Quantitative and qualitative diagnostic information in digital radiographic image data - Potentials and problems. Jap Radiol Phys Suppl 28: 17-23, 1988.
Ohara K, Doi K, Metz CE, Giger ML: Investigation of basic imaging properties in digital radiography. 13. Effect of structured noise on the detectability of simulated stenotic lesions. Medical Physics 16:14-21, 1989.
Fujita H, Doi K, Giger ML: MTF analysis in digital radiography: Measurements of the presampling MTF in a DSA system. Japanese Journal of Medical Imaging and Information Sciences 6: 1-18, 1989.
Fraser RG, Sanders C, Barnes GT, MacMahon H, Giger ML, Doi K, Templeton AW, Cox GG, Dwyer SJ, Merritt C, Jones J: Digital imaging of the chest: state of the art. Radiology 171: 297-307, 1989.
Doi K, Katsuragawa S, Giger ML, Fujita H, MacMahon H: Feasibility of computer-aided diagnosis in digital radiography. Japanese Journal of Radiological Technology 45: 653-663, 1989.
Cook LT, Giger ML, Batnitzky S, Wetzel LH, Murphey MD: Digitized film radiography. Investigative Radiology 24: 910-916, 1989.
Giger ML, Doi K, MacMahon H, Metz CE, Yin F-F: Computer-aided detection of pulmonary nodules in digital chest images. RadioGraphics 10: 41-51, 1990.
MacMahon H, Doi K, Chan HP, Giger ML, Katsuragawa S, Nakamori N: Computer-aided diagnosis in chest radiology. Journal of Thoracic Imaging 5: 67-76, 1990.
Schmidt RA, Doi K, Sekiya M, Xu X-W, Giger ML, Lu C-T, Mojtahedi S, MacMahon H: Evaluation of radiographs developed by a new ultrarapid film processing system. American Journal of Roentgenology 154: 1107-1110, 1990.
Giger ML, Ahn N, Doi K, MacMahon H, Metz CE: Computerized detection of pulmonary nodules in digital chest images: Use of morphological filters in reducing false-positive detections. Medical Physics 17:861-865, 1990.
Yin F-F, Giger ML, Doi K: Measurement of the presampling MTF of film digitizers using a curve fitting technique. Medical Physics 17: 962-966, 1990.
Asada N, Doi K, MacMahon H, Montner S, Giger ML, Abe C, Wu Y: Potential usefulness of artificial neural network for differential diagnosis of interstitial lung diseases: a pilot study. Radiology 177: 857-860, 1990.
MacMahon H, Doi K, Sanada S, Montner SM, Giger ML, Metz CE, Nakamori N, Yin F-F, Xu X-W, Yonekawa H, Takeuchi H: Data compression: Effect on diagnostic accuracy in digital chest radiography. Radiology 178: 175-179, 1991.
MacMahon H, Sanada S, Doi K, Giger ML, Xu X-W, Yin F-F, Montner SM, Carlin M: Direct comparison of conventional and computed radiography with a dual image recording technique. RadioGraphics 11: 259-268, 1991.
Katsuragawa S, Sasaki Y, Yanagisawa T, Doi K, Giger ML, MacMahon H, Nakamori N: CAD in digital chest radiography. Clinical Imagiology 7: 54-62, 1991.
Sanada S, Doi K, Xu X-W, Yin F-F, Giger ML, MacMahon H: Comparison of imaging properties of a computed radiography system and screen-film systems. Medical Physics 18: 414-420, 1991.
Yin F-F, Giger ML, Doi K, Metz CE, Vyborny CJ, Schmidt RA: Computerized detection of masses in digital mammograms: Analysis of bilateral-subtraction images. Medical Physics 18: 955-963, 1991.
Giger ML: Automated scheme for lung nodule detection in chest radiography. Image Technology and Information Display 23: 1088-1091, 1991.
MacMahon H, Doi K, Sanada S, Carlin M, Giger ML, Montner SM: Optimal imaging processing for digital chest radiographs. Image Technology and Information Display 23: 1105-1110, 1991.
Nishikawa RM, Giger ML, Doi K, Vyborny CJ, Schmidt RA: Computer-aided detection of microcalcifications in digital mammograms. Image Technology and Information Display 23: 1092-1096, 1991.
Yoshimura H, Giger ML, Doi K, MacMahon H, Montner S: Computerized nodule detection: Reduction of false positives using combination of linear and nonlinear filters. Investigative Radiology 27: 124-129, 1992.
Yin FF, Giger ML, Doi K, Yoshimura H, Xu XW, Nishikawa RM: Evaluation of imaging properties of a laser film digitizer. Physics in Medicine and Biology. 37: 273-280, 1992.
Matsumoto T, Yoshimura H, Giger ML, Doi K, MacMahon H, Montner SM, Nakanishi T: Potential usefulness of computerized nodule detection in screening programs for lung cancer: A pilot study. Investigative Radiology 27: 471-475, 1992.
Doi K, Giger ML, MacMahon H, Hoffmann KR, et al.: Computer-aided diagnosis: development of automated schemes for quantitative analysis of radiographic images. Seminars in Ultrasound, CT and MR 13(2): 140-152, 1992.
Brailean JC, Little D, Giger ML, Chen C-T, Sullivan B: A performance evaluation of the EM algorithm applied to radiographic images. Medical Physics 19: 1175-1182, 1992.
Wu Y, Doi K, Giger ML, Nishikawa RM: Computerized detection of clustered microcalcifications in digital mammograms: Applications of artificial neural networks. Medical Physics 19: 555-560, 1992.
Matsumoto T, Yoshimura H, Doi K, Giger ML, Kano A, MacMahon H, Abe K, Montner SM: Image feature analysis of false-positive diagnoses produced by automated detection of lung nodules. Investigative Radiology 27: 587-597, 1992.
Caligiuri P, Giger ML, Favus M, Jia H, Doi K, Dixon L: Computerized radiographic analysis of osteoporosis. Radiology 186: 471-474, 1993.
Wu Y, Giger ML, Doi K, Vyborny CJ, Schmidt RA, Metz CE: Artificial neural networks in mammography: Application to decision making in the diagnosis of breast cancer. Radiology 187: 81-87, 1993.
Yoshimura H, Xu X-W, Doi K, MacMahonH, Hoffmann KR, Giger ML, Montner SM: Development of a high quality film duplication system using a laser digitizer: comparison with computed radiography. Medical Physics 20: 51-58, 1993.
Bae KT, Giger ML, Chen CT, Kahn CE: Automatic segmentation of 3-D liver structure from CT data. Medical Physics 20: 71-78, 1993.
Wu Y, Doi K, Metz CE, Asada N, Giger ML: Simulation studies of data classification by artificial neural networks: Potential applications in medical imaging and decision making. Journal of Digital Imaging 6: 117-125, 1993.
Giger ML, Doi K, MacMahon H, Nishikawa RM, Hoffmann KR, et al.: An "intelligent" workstation for computer-aided diagnosis. RadioGraphics 13: 647-656, 1993.
Yin FF, Giger ML, Vyborny CJ, Doi K, Schmidt RA: Comparison of bilateral-subtraction and single-image processing techniques in the computerized detection of mammographic masses. Investigative Radiology 28: 473-481, 1993.
Giger ML, Vyborny CJ: CAD in mammography: rationale, methods and possible scenerios. Diagnostic Imaging June, 98-113, 1993.
Nishikawa RM, Giger ML, Doi K, Vyborny CJ, Schmidt RA: Computer-aided detection of clustered microcalcifications: An improved method for grouping detected signals. Medical Physics 20: 1661-1666, 1993.
Doi K, Giger ML, Nishikawa RM, Hoffmann KR, MacMahon H, Schmidt RA, Chua KG: Digital radiography: A useful clinical tool for computer-aided diagnosis by quantitative analysis of radiographic images. Acta Radiologica 34: 426-439, 1993.
MacMahon H, Xu XW, Hoffmann KR, Giger ML, Yoshimura H, Doi K, Carlin M, Kano A, Yao L, Abe K, Montner SM, Nishikawa RM, Chen X: Clinical experience with an advanced laser digitizer for cost-effective digital radiography. RadioGraphics 13: 635-646, 1993.
Abe K, Doi K, MacMahon H, Giger ML, Jia H, Chen X, Kano A, Yanagisawa T: Computer-aided diagnosis in chest radiography: Analysis of results in a large clinical series. Investigative Radiology 28: 987-993, 1993.
Katsuragawa S, Doi K, MacMahon H, Giger ML, Hoffmann KR, Nishikawa RM, Chen X, Abe K, Sanada S, Sasaki Y, Yanagisawa T: Development of computer-aided diagnosis for radiographic images. Jpn Radiol Phys 13: 33-45, 1993.
Nishikawa RM, Giger ML, Doi K, Vyborny CJ: Effect of case selection on the performance of computer-aided detection schemes. Medical Physics 21: 265-269, 1994.
Yin FF, Giger ML, Doi K, Vyborny CJ, Schmidt RA: Computerized detection of masses in digital mammograms: Investigation of feature-analysis techniques. Journal of Digital Imaging 7: 18-26, 1994.
Yin FF, Giger ML, Doi K, Vyborny CJ, Schmidt RA: Computerized detection of masses in digital mammograms: Automated alignment of breast images and its effect on bilateral-subtraction technique. Medical Physics 21: 445-452, 1994.
Giger ML, Bae KT, MacMahon H: Computerized detection of pulmonary nodules in CT images. Investigative Radiology 29: 459-465, 1994.
Caligiuri P, Giger ML, Favus M: Multifractal radiographic analysis of osteoporosis. Medical Physics 21: 503-508, 1994.
Vyborny CJ, Giger ML: Computer vision and artificial intelligence in mammography. AJR 162: 699-708, 1994.
Giger ML, Vyborny CJ, Schmidt RA: Computerized characterization of mammographic masses: Analysis of spiculation. Cancer Letters 77: 201-211, 1994.
Kano A, Doi K, MacMahon H, Hassell DD, Giger ML: Digital image subtraction of temporally sequential chest images for detection of interval change. Medical Physics 21: 453-461, 1994.
Wu Y, Doi K, Giger ML, Metz CE, Zhang W: Reduction of false-positives in computerized detection of lung nodules in chest radiographs using artificial neural networks discriminant analysis, and a rule-based scheme. Journal of Digital Imaging 7: 196-207, 1994.
Hoffmann KR, Doi K, MacMahon H, Giger ML, Nishikawa RM, Xu XW, Yao L, Kano A, Carlin M: Development of a digital duplication system for portable chest radiographs. Journal of Digital Imaging 7: 146-153, 1994.
Zhang W, Doi K, Giger ML, Wu Y, Nishikawa RM, Schmidt RA: Computerized detection of clustered microcalcifications in digital mammograms using a shift-invariant artificial neural network. Medical Physics 21: 517-524, 1994.
Nishikawa RM, Giger ML, Doi K, Vyborny CJ, Schmidt RA: Computer-aided detection of clustered microcalcifications on digital mammograms. Medical and Biological Engineering and Computing 33:174-178, 1995.
Wu Y, Doi K, Giger ML: Detection of lung nodules in digital chest radiographs using artificial neural networks: A pilot study. Journal of Digital Imaging 8: 88-94, 1995.
Armato S, Giger ML, MacMahon H: Computerized detection of abnormal asymmetry in digital chest radiographs. Medical Physics 21: 1761-1768, 1994.
Bick U, Giger ML, Schmidt RA, Nishikawa RM, Wolverton DE, Lu P, Vyborny CJ, Doi K: Automated segmentation of digitized mammograms. Academic Radiology 2: 1-9, 1995.
Nishikawa RM, Doi K, Giger ML, Schmidt RA, Vyborny CJ, Monnier-Cholley L, Papaioannou J, Lu P: Computerized detection of clustered microcalcifications: Evaluation of performance using mammograms from multiple centers. RadioGraphics 15: 443-452, 1995.
Zhang W, Doi K, Giger ML, Nishikawa RM, Schmidt RA: An improved shift-invariant artificial neural network for computerized detection of clustered microcalcifications in digital mammograms. Medical Physics 23:595-601, 1995.
Doi K, Giger ML, Nishikawa RM, Hoffmann KR, MacMahon H, Schmidt RA: Potential usefulness of digital imaging in clinical diagnostic radiology: computer-aided diagnosis. Journal of Digital Imaging 8:2-7, 1995.
Huo Z, Giger ML, Vyborny CJ, Bick U, Lu P, Wolverton DE, Schmidt RA: Analysis of spiculation in the computerized classification of mammographic masses" Medical Physics 22:1569-1579, 1995.
Jiang Y, Nishikawa RM, Wolverton DE, Metz CE, Giger ML, Schmidt RA, Vyborny CJ, Doi K: Automated feature analysis and classification of malignant and benign clustered microcalcifications. Radiology 198:671-678, 1996.
Yoshida H, Doi K, Nishikawa RM, Giger ML, Schmidt RA: An improved computer-assisted diagnostic scheme using wavelet transform for detecting clustered microcalcifications in digital mammograms. Academic Radiology 3: 621-627, 1996.
Bick U, Giger ML, Schmidt RA, Nishikawa RM, Doi K: Peripheral density correction of digital mammographs. RadioGraphics 16:1403-1411, 1996.
Armato S, Giger ML, MacMahon H, Chen CT, Vyborny CJ: Automated registration of ventilation/perfusion images with digital chest radiographis. Academic Radiology 4:183-192, 1997.
Xu XW, Doi K, Kobayashi T, MacMahon H, Giger ML: Development of an improved CAD scheme for automated detection of lung nodules in digital chest images. Medical Physics 24:1395-1404, 1997.
Huo Z, Giger ML, Vyborny CJ, Wolverton DE, Schmidt RA, Doi K: Automated computerized classification of malignant and benign mass lesions on digitized mammograms. Academic Radiology 5: 155-168, 1998.
Armato SG, Giger ML, MacMahon H: Automated lung segmentation in digitized posteroanterior chest radiographs. Academic Radiology 5: 245-255, 1998.
Armato SG, Giger ML, MacMahon H: Computerized delineation and analysis of costophrenic angles in digital chest radiographs. Academic Radiology 5: 329-335, 1998.
Armato SG, Giger ML, MacMahon H: Automated lung segmentation in digital lateral chest radiographs. Medical Physics (in press), 1998.
Gilhuijs KGA, Giger ML, Bick U: Automated analysis of breast lesions in three dimensions using dynamic magnetic resonance imaging. Medical Physics 25:1647-1654, 1998.
Kupinski MA, Giger ML: Automated seeded lesion segmentation on digital mammograms. IEEE Trans on Medical Imaging, 17: 510-517, 1998.
Jiang Y, Nishikawa RM, Schmidt RA, Metz CE, Giger ML, Doi K: Improving breast cancer diagnosis with computer-aided diagnosis. Academic Radiology 6: 22-33, 1999.
Armato SG, Giger ML, MacMahon H: Computerized analysis of abnormal asymmetry in digital chest radiographs: Evaluation of potential utility. Journal of Digital Imaging 12: 34-42, 1999.
Armato SG, Giger ML, Moran CJ, Blackburn JT, Doi K, and MacMahon H, Computerized detection of pulmonary nodules in CT scans," RadioGraphics 19: 1303-1311, 1999.
Giger ML, Al-Hallaq H, Huo A, Moran C, Wolverton DE, Chan CW, Zhong W: Computerized analysis of lesions in ultrasound images of the breast. Academic Radiology 6: 665-674, 1999.
Huo Z, Giger ML, Metz CE: Effect of dominant features on neural network performance in the classification of mammographic lesions. PMB 44: 2579-2595, 1999.
Jiang C, Giger ML, Chinander MR, Martell JM, Kwak S, Favus MJ: Characterization of bone quality using computer-extracted radiographic features. Medical Physics 26: 872-879, 1999.
Kupinski MA, Giger ML: Feature selection with limited datasets. Medical Physics 26: 2176-2182, 1999.
Chinander MR, Giger ML, Martell JM, Favus MJ: Computerized radiographic texture measures for characterizing bone strength: A simulated clinical setup using femoral neck specimens. Medical Physics 26: 2295-2300, 1999.
Jiang C, Giger ML, Kwak S, Chinander MR, Martell JM, Favus MJ: Normalized BMD as a predictor of bone strength. Academic Radiology 7: 33-39, 2000.
Chinander MR, Giger ML, Martell JM, Favus MJ: Computerized analysis of radiographic bone patterns: Effect of imaging conditions on performance. Medical Physics 27: 75-85, 2000.
Huo Z, Giger ML, Wolverton DE, Zhong W, Cumming S, Olopade OI: Computerized analysis of mammographic parenchymal patterns for breast cancer risk assessment: Feature selection. Medical Physics 27: 4-12, 2000.
Armato SG III, Giger ML, Chen C-T, Vyborny CJ, Ryan J, and MacMahon H,: Automated registration of frontal and lateral radionuclide lung scans with digital chest radiographs. Academic Radiology 7: 530-539, 2000.
Giger ML: Computer-aided diagnosis of breast lesions in medical images. Computing in Science and Engineering Sept/Oct: 39-45, 2000.
Huo Z, Giger ML, Vyborny CJ, Wolverton DE, Metz CE: Computerized classification of benign and malignant masses on digitized mammograms: a robustness study. Academic Radiology 7:1077-1084 2000.
Armato SG III, Giger ML, MacMahon H: Automated detection of lung nodules in CT scans: Preliminary results. Medical Physics (in press), 2001.
Kupinski MA, Edwards DC, Giger ML, Metz CE: Ideal observer approximation using Bayesian classification neural networks. IEEE-Trans Medical Imaging, (in press).
Horsch K, Giger ML, Venta LA, Vyborny CJ: Automatic segmentation of breast lesions on ultrasound. Medical Physics (in press).
Horsch K, Giger ML, Venta LA, Vyborny CJ: Computerized diagnosis of breast lesions on ultrasound. Medical Physics (in press).
BOOK CHAPTERS
Giger ML: "Future of breast imaging. Computer-aided diagnosis". In: AAPM/RSNA Categorical Course on the Technical Aspects of Breast Imaging, (Haus A. and Yaffe M., eds.) 257-270, 1992.
Giger ML, Doi K, Yin F-F, Yoshimura H, MacMahon H, Vyborny CJ, Schmidt RA, Metz CE, Montner S: "Computer-vision schemes for lung and breast cancer detection." In Visual Search 2, (Brogan D, Gale AG, Carr K, eds.) Taylor and Francis Ltd., London, pp. 225-230, 1993.
Swett H, Giger ML, Doi K: "Computer vision and decision support". In: Perception of Visual Information, (Hendee W and Wells P, eds.) Springer-Verlag, pp. 272-315, 1993.
Doi K, Giger ML, Nishikawa RM, MacMahon H, Schmidt RA: Artificial intelligence and neural networks in radiology: Application to computer-aided diagnostic schemes. In: Digital Imaging (Hendee W and Trueblood JH, eds.), AAPM Medical Physics Monograph No. 22, pp. 301-322, 1993.
Giger ML: "Future of breast imaging. Computer-aided diagnosis". In: AAPM/RSNA Categorical Course on the Technical Aspects of Breast Imaging, 2nd edition, (Haus A. and Yaffe M., eds.) pp. 283-298, 1993.
MacMahon H and Giger ML: "Digital Radiography of the Chest: Technique and Clinical Applications". In: Current Practice in Radiology, (Thrall J., ed.)Mosby-Year Book, Inc., pp. 71-74, 1993.
Nishikawa RM, Giger ML, Doi K, Vyborny CJ, et al.: "Computer-aided detection and diagnosis of masses and clustered microcalcifications from digital mammograms". In: State of the Art in Digital Mammographic Image Analysis, (Bowyer K, Astley S, eds.) World Scientific Publishing Co., pp. 82-102, 1994.
Giger ML: "Future of breast imaging. Computer-aided diagnosis". In: AAPM/RSNA Categorical Course on the Technical Aspects of Breast Imaging, 3rd edition, (Haus A. and Yaffe M., eds.) pp. 287-302, 1994.
MacMahon H, Giger ML: "Portable chest radiography techniques and teleradiology". In: Radiologic Clinics of North America, (Goodman L and Kuzo R, eds.) Saunders Publishing Co., pp. 1-20, 1996.
MacMahon H, Giger ML: "Radiographic technique". In: American College of Radiology Chest Disease Syllabus, (Proto AV, Siegel B, Choplin R, eds.) American College of Radiology Publishing Co., Case 12, pgs. 46-65, 1996.
Giger ML, MacMahon H: "Image processing and computer-aided diagnosis". In: Radiologic Clinics of North America, (Greenes RA, Bauman R, eds) Saunders Publishing Co. 34: 565-596, 1996.
Swett H, Giger ML, Doi K: "Computer vision and decision support". In: Perception of Visual Information, (Hendee W and Wells P, eds., second edition) Springer-Verlag, pp. 297-342, 1997.
Giger ML: "Computer-aided diagnosis". In: AAPM/RSNA Categorical Course in Diagnostic Radiology Physics: Physical Aspects of Breast Imaging -- Current and Future Considerations, (Haus A. and Yaffe M., eds.) pp. 249-272, 1999.
Giger ML, Huo Z, Kupinski MA, Vyborny CJ: "Computer-aided diagnosis in mammography", In: Handbook of Medical Imaging, Volume 2. Medical Imaging Processing and Analysis, (Sonka M, Fitzpatrick MJ, eds) SPIE, pp. 915-1004, 2000.
Vyborny CJ, Giger ML, Nishikawa RM: Computer-aided detection and diagnosis. Radiologic Clinics of North America 38:725-740, 2000.
Giger ML, Armato SA, MacMahon H, Doi K: "Computerized detection of lung nodules", In: Image Processing Techniques for Tumor Detection, (Strickland R. eds) Optical Engineering Series, Marcel Dekker, Inc, New York, (in press) 2001.
PROCEEDING BOOK EDITOR
Doi K, Giger ML, Nishikawa RM, Schmidt RA. eds. Digital Mammography '96. Proceedings of the 3rd International Workshop of Digital Mammography, Elsevier, New York, 1996.
Doi K, MacMahon H, Giger ML, Hoffmann K. eds. Computer-Aided Diagnosis in Medical Imaging. Proceedings of the 1st International Workshop on Computer-Aided Diagnosis, Elsevier, New York (in press).
|
