Biomedical Imaging Research Opportunities Workshop II: report and recommendations.

1 From the Dept of Radiology, Vanderbilt Univ Medical Ctr, RR-1223, MCN, 1161 21st Ave South, Nashville, TN 37232-2675 (C.L.P.); Dept of Radiology, Univ of Michigan Health Systems, Ann Arbor (H.P.C.); Dept of Radiology, Univ of Texas M.D. Anderson Cancer Ctr, Houston (J.G.G.); Dept of Radiology, Univ of Chicago, Ill (M.L.G.); Dept of Radiology, Duke Univ Medical Ctr, Durham, NC (J.A.I.); Dept of Radiology, Brigham and Women’s Hosp, Harvard Medical School, Boston, Mass (F.A.J.); Dept of Radiology, Univ of Massachusetts Medical School, Worcester (K.K.); Imaging Sciences Program, NIH, Bethesda, Md (K.C.P.L.); Dept of Radiology, David Geffen School of Medicine at UCLA, Los Angeles, Calif (M.M.G.); Dept of Radiology, Stanford Univ School of Medicine, Calif (S.N.); Diagnostic Radiology Dept, NIH, Bethesda, Md (R.M.S.); and Inst for Technology Assessment and Dept of Radiology, Massachusetts General Hosp, Harvard Medical School, Boston, and Dept of Health Policy and Management, Harvard School of Public Health, Boston, Mass (G.S.G.). Supported in part by grants from NIBIB (1 R13 EB003553-01) and the Whitaker Foundation.Received Nov 4, 2004; revision requested Dec 13; revision received Jan 23, 2005; accepted Feb 1. Address correspondence to C.L.P. (e-mail: leon.partain@vanderbilt.edu).

[1]  M. Giger,et al.  Computerized Detection of Pulmonary Nodules in Computed Tomography Images , 1994, Investigative radiology.

[2]  J. Yee,et al.  Computerized tomographic colonography: performance evaluation in a retrospective multicenter setting. , 2003, Gastroenterology.

[3]  Guy Marchal,et al.  Computer-aided diagnosis in virtual colonography via combination of surface normal and sphere fitting methods , 2002, European Radiology.

[4]  Heather Kalish,et al.  Efficient magnetic cell labeling with protamine sulfate complexed to ferumoxides for cellular MRI. , 2004, Blood.

[5]  D. Naidich,et al.  Helical computed tomography of the thorax. Clinical applications. , 1994, Radiologic clinics of North America.

[6]  Joyoni Dey,et al.  > Replace This Line with Your Paper Identification Number (double-click Here to Edit) < , 2022 .

[7]  P. Pickhardt,et al.  Computed tomographic virtual colonoscopy to screen for colorectal neoplasia in asymptomatic adults. , 2003, The New England journal of medicine.

[8]  M. McNitt-Gray,et al.  Patient-specific models for lung nodule detection and surveillance in CT images , 2001, IEEE Transactions on Medical Imaging.

[9]  J. Malley,et al.  Colonic polyps: complementary role of computer-aided detection in CT colonography. , 2002, Radiology.

[10]  Alicia Samuels,et al.  Cancer Statistics, 2003 , 2003, CA: a cancer journal for clinicians.

[11]  Anthony P. Reeves,et al.  Three-dimensional segmentation and growth-rate estimation of small pulmonary nodules in helical CT images , 2003, IEEE Transactions on Medical Imaging.

[12]  Luisa P. Wallace,et al.  Changes in breast cancer detection and mammography recall rates after the introduction of a computer-aided detection system. , 2004, Journal of the National Cancer Institute.

[13]  D. Chakraborty,et al.  Free-response methodology: alternate analysis and a new observer-performance experiment. , 1990, Radiology.

[14]  J. Ferrucci,et al.  A comparison of virtual and conventional colonoscopy for the detection of colorectal polyps. , 1999, The New England journal of medicine.

[15]  Margrit Betke,et al.  Chest CT: automated nodule detection and assessment of change over time--preliminary experience. , 2001, Radiology.

[16]  T. Freer,et al.  Screening mammography with computer-aided detection: prospective study of 12,860 patients in a community breast center. , 2001, Radiology.

[17]  B. Hillman,et al.  Economic, legal, and ethical rationales for the ACRIN national lung screening trial of CT screening for lung cancer. , 2003, Academic radiology.

[18]  A. M. Youssef,et al.  Automated polyp detection at CT colonography: feasibility assessment in a human population. , 2001, Radiology.

[19]  C. Metz.  ROC Methodology in Radiologic Imaging , 1986, Investigative radiology.

[20]  R. Jeffrey,et al.  Automated polyp detector for CT colonography: feasibility study. , 2000, Radiology.

[21]  Maryellen Giger,et al.  Biomedical Imaging Research Opportunities Workshop: report and recommendations. , 2003, Radiology.

[22]  Dev Chakraborty,et al.  Statistical power in observer-performance studies: comparison of the receiver operating characteristic and free-response methods in tasks involving localization. , 2002, Academic radiology.

[23]  G. Rubin,et al.  Data explosion: the challenge of multidetector-row CT. , 2000, European journal of radiology.

[24]  Arunabha S. Roy,et al.  Automated lung nodule classification following automated nodule detection on CT: a serial approach. , 2003, Medical physics.

[25]  S. Swensen,et al.  Lung cancer screening with CT: Mayo Clinic experience. , 2003, Radiology.

[26]  M. McNitt-Gray,et al.  A pattern classification approach to characterizing solitary pulmonary nodules imaged on high resolution CT: preliminary results. , 1999, Medical physics.

[27]  John F. Hamilton,et al.  A Free Response Approach To The Measurement And Characterization Of Radiographic Observer Performance , 1977, Other Conferences.

[28]  Ronald M. Summers,et al.  Future Directions: Computer-Aided Diagnosis , 2005 .

[29]  E. Hoffman,et al.  Lung image database consortium: developing a resource for the medical imaging research community. , 2004, Radiology.

[30]  N. Obuchowski.  Receiver operating characteristic curves and their use in radiology. , 2003, Radiology.

[31]  S D Wall,et al.  Colorectal neoplasia: performance characteristics of CT colonography for detection in 300 patients. , 2001, Radiology.

[32]  Hiroyuki Yoshida,et al.  Computer-aided diagnosis scheme for detection of polyps at CT colonography. , 2002, Radiographics : a review publication of the Radiological Society of North America, Inc.

[33]  C. Beam,et al.  Variability in the interpretation of screening mammograms by US radiologists. Findings from a national sample. , 1996, Archives of internal medicine.

[34]  D P Chakraborty,et al.  Maximum likelihood analysis of free-response receiver operating characteristic (FROC) data. , 1989, Medical physics.

[35]  K. Doi,et al.  Potential of computer-aided diagnosis to reduce variability in radiologists' interpretations of mammograms depicting microcalcifications. , 2001, Radiology.

[36]  Ronald M Summers,et al.  Road maps for advancement of radiologic computer-aided detection in the 21st century. , 2003, Radiology.

[37]  O. Miettinen,et al.  Early Lung Cancer Action Project: overall design and findings from baseline screening , 1999, The Lancet.

[38]  S. Armato,et al.  Automated detection of lung nodules in CT scans: preliminary results. , 2001, Medical physics.

[39]  Maryellen Giger,et al.  Biomedical Imaging Research Opportunities Workshop: report and recommendations overview of the workshop. , 2003, Academic radiology.

[40]  D. Cavouras,et al.  Image analysis methods for solitary pulmonary nodule characterization by computed tomography. , 1992, European journal of radiology.

[41]  Berkman Sahiner,et al.  Sensitivity of noncommercial computer-aided detection system for mammographic breast cancer detection: pilot clinical trial. , 2004, Radiology.

[42]  J. Saurin,et al.  [Computed tomographic virtual colonoscopy to screen for colorectal neoplasia in asymptomatic adults]. , 2004, Gastroenterologie clinique et biologique.

[43]  C. M. Hill.  Computer-aided diagnosis. , 1992, Dental update.

[44]  C. Henschke,et al.  Neural networks for the analysis of small pulmonary nodules. , 1997, Clinical imaging.

[45]  Hiroyuki Yoshida,et al.  Three-dimensional computer-aided diagnosis scheme for detection of colonic polyps , 2001, IEEE Transactions on Medical Imaging.

[46]  R. M. Summers,et al.  Challenges for computer-aided diagnosis for CT colonography , 2002, Abdominal Imaging.

[47]  H. Sittek,et al.  Computer-aided diagnosis in mammography , 1997, Der Radiologe.

[48]  J G Fletcher,et al.  Optimization of CT colonography technique: prospective trial in 180 patients. , 2000, Radiology.

[49]  H. Ohmatsu,et al.  Peripheral lung cancer: screening and detection with low-dose spiral CT versus radiography. , 1996, Radiology.

[50]  Berkman Sahiner,et al.  Lung nodule detection on thoracic computed tomography images: preliminary evaluation of a computer-aided diagnosis system. , 2002, Medical physics.

[51]  Noboru Niki,et al.  Example-based assisting approach for pulmonary nodule classification in three-dimensional thoracic computed tomography images. , 2003, Academic radiology.

[52]  M. Giger,et al.  Computer vision and artificial intelligence in mammography. , 1994, AJR. American journal of roentgenology.

[53]  Hiroshi Fujita,et al.  Automated detection of pulmonary nodules in helical CT images based on an improved template-matching technique , 2001, IEEE Transactions on Medical Imaging.