References

1
John R. Adler. Professor of Neurosurgery, Stanford University, Department of Neurologic Surgery, personal interview, 1993.

2
Russ B. Altman. A probabilistic algorithm for calculating structure: Borrowing from simulated annealing. Technical report, Stanford University, Stanford California, 1990.

3
Russ B. Altman and James F. Brinkley. Probabilistic constraint satisfaction with structural models. In Proceedings of the Symposium on Computer Applications in Medical Care, 1993.

4
Ruzena Bajcsy and S. Kovacic. Multiresolution elastic matching. Computer Vision, Graphics, and Image Processing, 1(46):1-21, apr 1989.

5
S. Barclay. Hugin runtime (software package). Journal of Behavioral Decision Making, 6(1), March 1993.

6
Marie-Odile Berger. Towards autonomy in active contour models. Proceedings of the 10th International Conference On Pattern Recognition, 1:847-51, June 1990.

7
Thomas O. Binford. Image understanding: intelligent systems. In Image Understanding Workshop Proceedings, volume 1, pages 18-31, Los Altos, California, February 1987. Morgan Kaufmann.

8
Thomas O. Binford, Tod S. Levitt, and Wally B. Mann. Bayesian inference in model-based machine vision. In Tod S. Levitt, L.N. Kanal, and J.F Lemmer, editors, Uncertainty in Artificial In Intelligence. North Holland, 1989.

9
Jules Bloomenthal. An implicit surface polygonizer. In Paul S. Heckbert, editor, Graphics Gems IV, Graphics Gems Series, pages 324-349. Academic Press, Cambridge, Massachusetts, 1994.

10
H. Blum. A transformation for extracting new descriptors of shape. In W. Wathen-Dunn, editor, Models for the Perception of Speech and Visual Form, pages 362-380. MIT Press, Cambridge, Massachusetts, 1967.

11
Ronald Bracewell. The Fourier Transform and its Applications, second edition. McGraw-Hill, New York, 1986.

12
Ronald Bracewell. The Hartley Transform. Clarendon Press, Oxford, 1986.

13
C. Breau et al. Reconstruction of a human ligamentous lumbar spine using ct images - a three-dimensional finite element mesh generation. Annals of Biomedical Engineering, 19:291-302, 1991.

14
Oran Brigham. The Fast Fourier Transform and its Applications. Prentice Hall, Englewood Cliffs, New Jersey, 1988.

15
James F. Brinkley. Hierarchical geometric constraint networks as a representation for spatial structural knowledge. In 16th Annual Symposium on Computer Applications in Medical Care, pages 140-144, 1992.

16
James F. Brinkley. A flexible, generic model for anatomic shape: application to interactive two-dimensional medical image segmentation and matching. Computers and Biomedical Research, 26(2), April 1993.

17
C. Broit. Optimal Registration of Deformed Images. PhD thesis, University of Pennsylvania, Philadelphia, 1981.

18
C. K. Chow and T. Kaneko. Automatic boundary detection of the left ventricle from cineangiograms. Computers and Biomedical Research, 5(4):388-410, 1972.

19
Harvey E. Cline et al. 3d surface rendered mr images of the brain and its vasculature. Journal of Computer Assisted Tomography, 15(2):344-351, March/April 1991.

20
James M. Coggins. A statistical approach to multiscale, medial vision. Research report, Department of Computer Science, University of North Carolina at Chapel Hill, 1992.

21
James M. Coggins. Statistical investigations of multiscale image structure. In Proceedings of the Second International Conference on Visualization in Biomedical Computing, Chapel Hill, North Carolina, October 1992.

22
R. Courant and D. Hilbert. Methods of Mathematical Physics. Interscience, New York, 1966.

23
R. Dann, J. Hoford, S. Kovacic, M. Reivich, and R. Bajcsy. Preliminary clinical evaluation of multi-resolution elastic matching software. Technical report, University of Pennsylvania, 1988. Technical Report MS-CIS-88-35.

24
Viewpoint Datalabs. Dataset catalog, 1995.

25
Chris A. Davatzikos and Jerry L. Prince. Convergence analysis of the active contour model with applications to medical images. Visual Communications and Image Processing, 1818:1244-1255, 1992.

26
M. Dietrich, K. Kedzior, and T. Zagrajek. A biomechanical model of the human spinal system. Journal of Engineering in Medicine, 205:19-26, 1991.

27
Richard C. Dorf. Modern Control Systems. Addison Wesley, Reading Massachusetts, 1980.

28
John Drace. Professor of Radiology, Stanford University, Department of Radiology, personal interview, 1993.

29
R. O. Duda and P. E. Hart. Pattern Classification and Scene Analysis. John Wiley and Sons, New York, 1973.

30
Dieter Enzmann. Professor of Radiology, Stanford University, Department of Radiology, personal interview, 1993.

31
James Foley, Andries van Dam, Steven Feiner, and John Hughes. Computer Graphics. Addison Wesley, Reading Massachusetts, 1990.

32
J.F. Frymoyer and S. Gordon. American Academy of Orthopedic Surgery, chapter Prospectives in Low Back Pain. Park Ridge, 1988.

33
Arturo Gambo-Aldeco and Linda Fellingham. Correlation of 3d surfaces from multiple modalities in medical imaging. In Medical Imaging, Processing, and Display and Picture Archiving and Communication Systems for Medical Applications, Newport Beach, California, February 1986. SPIE. Medicine XIV/PACS IV.

34
Philip E. Gill, Walter Murray, Michael A. Saunders, and Margaret H. Wright. User's guide for NPSOL (version 4.0): A Fortran package for nonlinear programming. Technical Report SOL 86-2, Stanford University Systems Optimization Lab, Stanford, California, January 1986.

35
Gene H Golub and Charles F. Van Loan. Matrix Computations. Johns Hopkins University Press, Baltimore, Maryland, 1989.

36
Serge Gracovetsky. The spinal engine. Springer-Verlag, New York, 1988.

37
K.B. Heithoff and R.J. Herzog. The Adult Spine, chapter Computed tomography (CT) and enhanced CT of the spine. Raven Press, 1991. J.W. Frymoye, editor.

38
Paul Hemler, Thilaka Sumanaweera, Ramani Pichumani, Petra A. van den Elsen, Sandy Napel, John Drace, and John Adler. A system for multimodality image fusion of the spine. In Applications of Computer Vision in Medical Image Processing, Spring Symposium Series, Stanford, California, March 1994. AAAI.

39
Paul F. Hemler, Sandy Napel, Thilaka S. Sumanaweera, Ramani Pichumani, Petra van den Elsen, David Martin, John Drace, Inder Perkash, and John R. Adler. Registration error quantification of a surface-based multimodality image fusion system. Technical Report KSL-94-66, Knowledge Systems Laboratory, Medical Computer Science, Stanford University, 1994.

40
Derek L.G. Hill and David J. Hawkes. Medical image registration using voxel similarity measures. In Applications of Computer Vision in Medical Image Processing, pages 34-37, Stanford, California, March 1994. AAAI Spring Symposium Series.

41
Derek L.G. Hill, David J. Hawkes, Neil A. Harrison, and Cliff F. Ruff. A strategy for automated multimodality image registration incorporating anatomical knowledge and imager characteristics. In H.H. Barrett and A.F. Gmitro, editors, Proceedings of the 13th International Conference on Information Processing in Medical Images, pages 182-196, 1993.

42
D.L.G. Hill, D.J. Hawkes, Z. Hussain, S.E.M. Green, C.R. Ruff, and G.P. Robinson. Accurate combination of ct and mr data of the head: Validation and applications in surgical and therapy plannin. In C. Roux, G.T. Herman, and R. Collerec, editors, 3D Advanced Image Processing in Medicine, pages 79-84. IEEE Engineering in Medicine and Biology Society, 1992.

43
Ronald A. Howard and James E. Matheson. Principles and Applications of Decision Analysis, Volume I. Strategic Decisions Group, Menlo Park, California, 1990.

44
Ronald A. Howard and James E. Matheson. Principles and Applications of Decision Analysis, Volume II. Strategic Decisions Group, Menlo Park, California, 1990.

45
Thomas S. Curry III, James E. Dowdey, and Robert C. Murry Jr. Christensen's Physics of Diagnostic Radiology. Lea and Febiger, Malvern, Pennsylvania, 1990.

46
R. E. Kalman and R. Bucy. New results in linear filtering and prediction. Journal of Basic Engineering, 83(D):95-108, 1961.

47
Michael Kass et al. Snakes: Active contour models. International Journal of Computer Vision, pages 321-331, 1987.

48
H.J. Kim and H.S. Yang. A neural network capable of learning and inference for visual pattern recognition. Pattern Recognition, 27(10):1291-1302, October 1994.

49
Andrew Laine. Wavelet theory and application. Kluwer Academic, Boston, Massachusetts, 1993.

50
David N. Levin, Charles A. Pelizzari, George T.Y. Chen, Chin-Tu Chen, and Malcolm D. Cooper. Retrospective geometric correlation of mr, ct, and pet images. Radiology, 169:817-823, 1988.

51
Tod S. Levitt, Marcus W. Hedgcock, John W. Dye, Scott E. Johnston, Vera M. Shadle, and Dmitry Vosky. Bayesian inference for model-based segmentation of computed radiographs of the hand. Artificial Intelligence in Medicine, 5(4):365-387, August 1993.

52
F. Leymarie and M.D. Levine. New method for shape description based on active contour model. In Proceedings of the SPIE - The International Society for Optical Engineering, volume 1192 of Intelligent Robots and Computer Vision VIII: Algorithms and Techniques. SPIE, November 1990.

53
Frederic Leymarie and Martin D. Levine. Tracking deformable objects in the plane using an active contour model. IEEE Transactions on Pattern Analysis and Machine Intelligence, pages 617-634, 1993.

54
Wallace B. Mann. Three Dimensional Object Interpretation of Monocular Gray-Scale Images. PhD thesis, Stanford University, Stanford, California, 1994.

55
Dave Martin. Professor of Neurosurgery, Stanford University, Department of Neurologic Surgery, personal interview, 1993.

56
J. McCarthy. Recursive functions of symbolic expressions. Communications of the ACM, 3(4):184-195, 1960.

57
Sylvie Menet, Phileppe Sait-Marc, and Gerard Medioni. Active contour models: Overview, implementation and applications. In IEEE International Conference On Systems, Man And Cybernetics Conference Proceedings, pages 194-9, Los Angeles, California, November 1990. IEEE.

58
Yael Moses and Shimon Ullman. Limitations of non model-based recognition. In G. Sandini, editor, Computer Vision - ECCV '92. Second European Conference on Computer Vision Proceedings, pages 820-8, Berlin, Germany, May 1992. Springer-Verlag.

59
G. Noone, J. Mazumdar, and D. Ghista. Continuous model of the human scolotic spine. Journal of Biomedical Engineering, 13:473-480, November 1991.

60
R. Ohlander, K. Price, and D. R. Reddy. Picture segmentation using a recursive region splitting method. Computer Graphics and Image Processing, 8(3), December 1979.

61
Lucila Ohno-Machado. Hierarchical Neural Networks: Applications in Medical Care. PhD thesis, Stanford University, Stanford, California, to appear in 1995.

62
Jean Oliver and Alison Middleditch. Functional Anatomy of the Spine. Butterworth Heinemann, Oxford, 1991.

63
Joseph O'Rourke. Computation Geometry in C. Cambridge University Press, Cambridge, 1994.

64
Kirill K. Pankratov. SaGA: Spatial and geometric analysis toolbox (unpublished). Department of Earth, Atmospheric and Planetary Sciences, Massachusetts Institute of Technology, 1995.

65
Judea Pearl. Fusion, propagation, and structuring in bayesian networks. Artificial Intelligence, 1986.

66
Charles A. Pelizzari, George T. Y. Chen, Danny R. Spelbring, Ralph R. Weichselbaum, and Chin-Tu Chen. Accurate three-dimensional registration of ct, pet, and/or mr images of the brain. Journal of Computer Assisted Tomography, 13(1):20-26, January/February 1989.

67
Jean Ponce and David J. Kriegman. On recognizing and positioning curved 3d objects from image contours. In Proceedings of the Image Understanding Workshop. DARPA, 1989.

68
J. M. S. Prewitt. Object enhancement and extraction. In B.S. Lipkin and A. Rosenfeld, editors, Picture Processing and Psychopictorics. Academic Press, New York, 1970.

69
L. G. Roberts. Machine perception of three-dimensional solids. In J. P. Tippett, editor, Optical and Electro-optical Information Processing. MIT Press, Cambridge, Massachussets, 1965.

70
Francis W. Sears, Mark W. Zemansky, and Hugh D. Young. University Physics. Addison-Wesley, Reading, Massachusetts, 1987.

71
Ross D. Shachter. Evaluating influence diagrams. Journal of Operations Research, 34:871-882, 1986.

72
Irwin Sobel. Camera models and machine perception. Technical Report AIM-21, Stanford University Artifical Intelligence Lab, Stanford, California, May 1970.

73
I. S. Sokolnikoff. Mathematical Theory of Elasticity. McGraw-Hill, New York, 1956.

74
H. C. Sox, M. A. Blatt, M. C. Higgins, and K. I. Marton. Medical Decision Making. Butterworths, Boston, Massachusetts, 1988.

75
J.S.B. Stopford. The arteries of the pons and medulla oblongota: part 1. Journal of Anatomy, page 131, 1916.

76
Richard Szeliski and Stephane Lavallee. Matching 3-d anatomical surfaces with non-rigid volumetric deformations. In Applications of Computer Vision in Medical Image Processing, Spring Symposium Series, Stanford, California, March 1994. AAAI.

77
P.G. Tahoces, J. Correa, M. Soutos, L. Gomez, and J.J. Vidal. Computer-assisted diagnosis: the classification of mammographic breast parenchymal patterns. Physics in Medicine and Biology, 40(1):103-117, January 1995.

78
C. Taitz, H. Nathan, and B. Arensburg. Anatomical observations of the foramina transversaria. Journal of Neurolog,y Neurosurgery and Psychiatry, page 170, 1978.

79
B.M. ter Haar, L.M.J. Florack, J.J. Koenderink, and M.A. Viergever. Scale-space: its natural operators and differential invariants. In A.C.F. Colchester and D.J. Hawkes, editors, Proceedings of the 12th International Conference on Information Processing in Medical Images, pages 239-253, 1991.

80
Bart M. ter Haar Romeny et al. Higher order differential structure of images. In H.H. Barrett and A.F. Gmitro, editors, Proceedings of the 13th International Conference on Information Processing in Medical Images, pages 77-93, 1993.

81
Petra A. van den Elsen. Multimodality Matching of Brain Images. PhD thesis, Utrecht University, The Netherlands, 1992.

82
Petra A. van den Elsen. Retrospective fusion of ct and mr brain images using mathematical operators. In Applications of Computer Vision in Medical Image Processing, Spring Symposium Series. AAAI, March 1994.

83
Michael G. Walker. Probability Estimation for Classification Trees and DNA Sequence Analysis. PhD thesis, Stanford University, Stanford, California, March 1992.

84
Merriam Webster. Webster's New Collegiate Dictionary. G. & C. Merriam Company, Springfield, Massachusetts., 1993.

85
R.P. Woods, S.R. Cherry, and J.C. Mazziotta. Mri-pet registration with automated algorithm. Journal of Computer Assisted Tomography, 17(4):536-46, 1992.

86
R.P. Woods, S.R. Cherry, and J.C. Mazziotta. A rapid automated algorithm for accurately aligning and reslicing pet images. Journal of Computer Assisted Tomography, 16(4):620-633, 1992.



Ramani Pichumani
Mon Jul 7 10:34:23 PDT 1997