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2009
2008
2007
2006
2005
2004
2003
2002
2001
1998
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2009
[86] S. Yu, J. Wantroba, D. S. Raicu, J. D. Furst, "
A study on the effect of CT imaging acquisition parameters on lung nodule image interpretation.
", SPIE Medical Imaging Conference, Lake Buena Vista, FL, 7-12 February 2009
[85] S. A. Jabon, D. S. Raicu, J. D. Furst, "
Content-based versus semantic-based similarity retrieval: a LIDC case study
", SPIE Medical Imaging Conference, Lake Buena Vista, FL, 7-12 February 2009
[84] W. H. Horsthemke, D. S.
Raicu, J. D. Furst, "Characterizing pulmonary nodule shape using a boundary-region approach
", SPIE Medical Imaging Conference, Lake Buena Vista, FL, 7-12 February 2009
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2008
[83] E. Varutbangkul, V. Mitrovic, D. Raicu, J. Furst,
“Combining Boundaries and Ratings from Multiple Observers for Predicting Lung Nodule Characteristics”,
International Conference on Biocomputation, Bioinformatics, and Biomedical Technologies,
Bucharest, Romania, 2008. (PDF
~ 281 KB)
[82] P. Opulencia, J. Furst, D. Raicu,
“Mapping LIDC, RadLex, and Lung Nodule Image Features”,
Radiological Society of North America 2008 Conference, Chicago,
Illinois, November 30 – December 5, 2008 (submitted)
[81] C. Philips, D. Li, J. Furst, D.
Raicu, “An Analysis of Co-Occurrence and Gabor Texture
Classification in 2D and 3D”. CARS 2008 Proceedings.
Barcelona, Spain. (PDF
~ 51 KB)
[80] C. Philips, D. Li, D. Raicu, J.
Furst, “Directional Invariance of Co-Occurrence Matrices within the
Liver,” International Conference on Biocomputation, Bioinformatics,
and Biomedical Technologies. 2008 (PDF
~ 207 KB)
[79] W. H. Horsthemke, D. S.
Raicu, J. D. Furst, "Bridging the Evaluation Gap
Challenge to Diagnostic Labeling of Pulmonary Nodules",
DePaul CDM Research Symposium, 2008
(PDF
~ 459 KB)
[78] W. H. Horsthemke, D. S.
Raicu, J. D. Furst, "Evaluation Challenges for Bridging Semantic
Gap: Shape Disagreements on Pulmonary Nodules in the Lung Image
Database Consortium", International Journal of Healthcare Information Systems and Informatics (IJHISI)
Special Edition on Content-based Medical Image Retrieval., 2008
(PDF
~ 540 KB)
[77] Shnayder A, Sillery C, Embree R,
Mongkolwat P, Channin D. "Loading DICOM Images and Metadata into the
XIP Platform", The 2008 Annual Meeting of the Society for
Imaging Informatics in Medicine (SIIM 2008), Seattle, May 2008. Abstract
(PDF
~ 22 KB)
[76] Embree R, Sillery C, Channin D.
"Automatic Volumetric Breast Density Assessment in the eXtensible
Imaging Platform", The 2008 Annual Meeting of the Society for
Imaging Informatics in Medicine (SIIM 2008), Seattle, May 2008.(PDF
~ 59 KB)
[75] M.
Muhammad, D. Raicu, J. Furst, E. Varutbangkul, "Fourier
Descriptors for Lung Nodule Boundary Analysis". The 2008 Annual
Meeting of the Society for Imaging Informatics in Medicine (SIIM
2008), Seattle, May 2008. (extended abstract – to appear)
[74] R. Datteri, D. Raicu, J. Furst,
"Texture Analysis for Pulmonary Nodules Interpretation and
Retrieval". The 2008 Annual Meeting of the Society for Imaging
Informatics in Medicine (SIIM 2008), Seattle, May 2008.
(PDF
~ 978 KB)
[73] R. Susomboon, D. Raicu, J. Furst,
T. B. Johnson “A Co-occurrence texture semi-invariance to
direction, distance and patient size”, SPIE Medical Imaging
Conference, San Diego, CA, February 2008. (PDF
~ 127 KB)
[72] M.
Muhammad, D. Raicu, J. Furst, E. Varutbangkul, "Texture versus
Shape Analysis for Lung Nodule Similarity in Computed Tomography
Studies", SPIE Medical
Imaging Conference, San Diego, CA, February 2008.
[71] A.
Mintz, D. Raicu, J. Furst, "Liver Segmentation Combining Gabor
Filtering and Traditional Vector Field Snake", SPIE Medical
Imaging Conference, San Diego, CA, February 2008.
[70] R.
Datteri, D. Raicu, J. Furst, "Texture Analysis for Pulmonary
Nodules Interpretation and Retrieval", SPIE Medical
Imaging Conference, San Diego, CA, February 2008. (PDF
~ 366 KB)
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2007
[69] C. Phillips, SG. Valencia SG,
D.S. Raicu, J. D. Furst,
"A Visualization Approach
for Texture-based Comparison of Soft Tissues in Computed
Tomography". Chicago Area Undergraduate Research Symposium
(CAURS’07), Chicago, April 14th, 2007. (poster)
[68]
W. Horsthemke,
E. Varutbangkul, D.S. Raicu, J. D. Furst, "Predictive
Data Mining for Lung Nodule Interpretation",
In the
Proceedings of
the Seventh
IEEE ICDM'07 Workshop on Data Mining in Medicine,
October 2007. (under 25% acceptance rate)
(PDF~260K)
[67]
W. Horsthemke,
D.S. Raicu, J. D. Furst,
"Computationally-Intensive Tasks in Medical Imaging Informatics",
Microsoft eScience Workshop, 2007 (PDF~7K)
[66]
D. S.
Raicu, E. Varutbangkul, J. D. Furst, S. G. Armato III,
"Modeling semantics from image data: opportunities from LIDC",
International Journal of Biomedical Engineering and
Technology, 2007 (PDF~800K)
[65]
M. Lam, T. Disney, D. Raicu, J. Furst,
D.S. Channin, "BRISC - An Open Source Pulmonary
Nodule Image Retrieval Framework", Journal of Digital Imaging,
2007 (in print).
(PDF~428K)
[64] W. Horsthemke, E.
Varutbangkul, D.S. Raicu, and J.D.
Furst, "Predictive Data Mining for Lung Nodule
Interpretation",
The Seventh IEEE ICDM'07 Workshop on Data Mining in Medicine,
Omaha, NE, USA, October 28 - 31, 2007.
(PDF~269K)
[63] R. Susomboon, D.S. Raicu, and
J.D. Furst, "A Hybrid Approach for Liver Segmentation",
MICCAI'07 Grand Challenge, Brisbane,
Australia, October 2007.
(PDF~2GB)
[62] W. Horsthemke, D.S. Raicu, and
J.D. Furst, "Task-Oriented Medical Image Retrieval",
MICCAI'07 Content-based Image Retrieval Workshop, Brisbane,
Australia, October 2007.
(PDF~488K)
[61] M. Doran, D.S. Raicu, J.D. Furst, R. Settimi, M. Schipma and
D. Chandler, “An Empirical Comparison of Machine Learning
Algorithms for the Classification of Anthracis DNA Using
Microarray Data”, The 3rd International Conference on
Intelligent Computing and Information Systems, Egypt, March
15-18, 2007. (PDF~211K)
[60] S. I. Greenblum, M. O. Krucoff,
J. Furst, D. Raicu, “An Automated Approach to Image Analysis of
Noisy Microarrays”, VISAPP 2007, International Conference on
Computer Vision Theory and Applications, Barcelona, Spain, March
8-11, 2007. (PDF~1GB)
[59] T. Disney, M. Lam, D. Raicu,
J. Furst, D. Channin, “A Lookup and Reference Tool for Pulmonary
Computed Tomography Nodules”, The 2007 Annual Meeting of the
Society for Imaging Informatics in Medicine (SIIM 2007),
Rhode Island, June 2007. (PDF~366K)
[58] M. Doran, D.S. Raicu, J.D. Furst, R. Settimi, M. Schipma
and D. Chandler, “Oligonucleotide Microarray Identification
of Bacillus Anthracis Strains using Support Vector Machines",
Bioinformatics journal, 2007. doi:
10.1093/bioinformatics/btl626
(HTM~3K)
[57] S. J. Talbot, P. Mongkolwat,
T. R. Amirtha, D. S. Channin, “Advancing Advanced Visualization
in the Clinical Environment”, The 2007 Annual Meeting of the
Society for Imaging Informatics in Medicine (SIIM 2007),
Rhode Island, June 2007. (PDF~19K)
[56]
B. Horsthemke,
D.S. Raicu, “Texture
Feature Analysis for Soft Tissue Organ Classification using PCA
and LDA”,
SPIE Medical Imaging Conference, San Diego, CA, February
2007. (PDF~1GB)
[55]
E. Varutbangkul, J. G. Cisneros, D.
S. Raicu, J. D. Furst, D. S. Channin, S. G. Armato III,
"Semantics and Image Content Integration for Pulmonary Nodule
Interpretation in Thoracic Computed Tomography",
SPIE Medical Imaging Conference,
San Diego, CA, February 2007. (PDF~1.4GB)
[54] L. Dettori, A. Bashir, J.
Hasemann, “Texture Classification of Normal Tissues in
Computed Tomography using
Gabor filters”, SPIE
Medical Imaging Conference,
San Diego, CA, February 2007.
[53] M. Pham, R. Susomboon, T.
Disney, D. Raicu, J. Furst, “A Comparison of Texture Models for
Automatic Liver Segmentation”, SPIE Medical Imaging
Conference, San Diego, CA, February 2007. (PDF~400K)
[52] M. Lam, T. Disney, M. Pham,
D. Raicu, J. Furst, “Content-Based Image Retrieval for
Pulmonary Computed Tomography Nodule Images”, SPIE Medical
Imaging Conference, San Diego, CA, February 2007.
(PDF~1.3GB)
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2006
[51]
SG. Valencia , DS. Raicu , J.
Furst . "Visualization of Soft Tissues". Autumn Science and
Math Science Day Event, DePaul University, November, 2006.
(poster)
[50] S. I. Greenblum, M. O.
Krucoff, J. Furst, “A Fully-Automated Method for Microarray
Image Analysis” , The Seventeenth (17th )
Annual Argonne Symposium for Undergraduates in Science,
Engineering and Mathematics,
Argonne National Laboratory,
IL, November 2006 (Poster).
[49] A. Bashir, J. Hasemann, L.
Dettori, "Using Decision Trees for Gabor-based Texture
Classification of Tissues in Computed Tomography” ,
Workshop for Women in Machine
Learning (WIML) Co-located with the Grace Hopper Celebration of
Women in Computing, San
Diego, CA, October 2006
(Poster).
[48] L. Semler, L. Dettori. and W. Kerr,
"Ridgelet-based
Texture Classification in Computed Tomography",
The
8th IASTED International Conference on Signal and Image
Processing, Honolulu, HW, August 2006. (PDF~260K)
[47] W. Kerr, L. Dettori, and L. Semler,
"A Methodology and
Metric for Quantitative Analysis and Parameter Optimization of
Unsupervised, Multi-Region Image Segmentation", The 8th IASTED International Conference on Signal and Image Processing,
Honolulu, HW, August 2006.
(PDF~780K)
[46] A. Zayed, L. Dettori, "The Wavelet, Directional Wavelet,
and Ridgelet Transforms with Applications to Texture Identification",
Modern Mathematical Models, Methods and Algorithms for Real World
Systems edited by A.H. Siddiqi, I.Duff and O.Christensen,
Anamaya Publisher, New Delhi-London, 2006.
[45] Semler, L. & Dettori, L. "Curvelet-based Texture
Classification of Tissues in Computed Tomography," IEEE
International Conference on Image Processing (ICIP06) Atlanta,
GA, USA. October, 2006.
(PDF
~ 66K)
[44] R. Susomboon, D.S. Raicu,
J.D. Furst, and D.S. Channin,
"A
Probabilistic Approach for Automatic Liver Segmentation",
The 92nd Scientific Assembly and Annual Meeting of
Radiology Society of North America (RSNA'06), Chicago, IL, USA,
November 26 - December 1st, 2006 (poster and demo)
[43] R. Susomboon, D.S. Raicu,
and J.D. Furst, "Automatic Single-Organ Segmentation in Computed
Tomography Images", IEEE International Conference on
Data Mining, December 2006 (under 20% acceptance rate)
(PDF~233K).
[42] J.D. Furst, R. Susomboon,
and D.S. Raicu, "Single Organ Segmentation Filters for
Multiple Organ Segmentation", IEEE 2006 International Conference of the
Engineering in Medicine and Biology Society (EMBS'06), August
2006 (PDF ~180K).
[41] M. Doran, R. Settimi, D.
Raicu, J. Furst, D. Chandler, and M. Schipma, "Analysis
of a Proposed Universal Fingerprint Microarray",
CTI Research Symposium, April 2006. (PDF
~ 50K)
[40]
B. Horsthemke
and J.D. Furst, "DNA Microarray Spot Detection
Using Hough Transforms",
CTI Research Symposium,
April 2006. (PDF
~ 1MB)
[39] B. Malinga, D.S. Raicu, and
J.D. Furst, "Local vs. Global Histogram-based Color Image
Clustering", CTI Research Symposium, April 2006.
[38]R. Susomboon,
D.S. Raicu, and J.D. Furst, "Pixel-Based
Texture Classification of Tissues in Computed Tomography",
CTI Research Symposium,
April 2006, (Best Paper Award).
(PDF
~ 150K)
[37]Y. Zhang,
N. Tomuro, D.S. Raicu, and J.D. Furst,
"Investigation on Feature Selection to
Improve Classification of Abdominal Organs in CT Images",
CTI Research Symposium,
April 2006. (PDF
~ 68K)
[36] A. Corboy,
W. Tsang, D. Raicu, J. Furst, "Texture-Based Image Retrieval
for Computerized Tomography Databases", IEEE -
Transactions on Information Technology in Biomedicine, 2006
(submitted).
[35] D.S. Raicu, J.D. Furst,
D.S. Channin, and R. Susomboon, "Texture Classification of Normal
Tissues in Computed Tomography", Journal of Digital Imaging,
2006 (submitted).
[34]
L. Semler, L. Dettori, “A
Comparison of Wavelet-based and Ridgelet-based Texture
Classification of Tissues in Computed Tomography”,
International Conference on Computer Vision and Applications,
Portugal, February 2006.
(PDF
~ 30K)
[33] D.S. Raicu, “Mining
Knowledge in Computer Tomography Databases",
Multimedia Data
Mining and Knowledge Discovery, Springer Publishers. Valery A. Petrushin and Latifur Khan (Eds.), 2006
(PDF
~ 1.4 MB).
[32].
N.J. Backman, B.W. Whitney, J.D. Furst, D.S. Raicu, “A
prioritized and adaptive approach to volumetric seeded region
growing using texture descriptors”, Proceedings of SPIE
Electronic Imaging, San Jose, CA, January 2006. (PDF
~ 530K)
[31] S. Handrick, B. Naimipour,
J.D. Furst, D.S. Raicu, “Binning Strategies Evaluation for Tissue
Classification in Computed Tomography Images”, Proceedings of
SPIE Medical Imaging Conference, San Diego, CA, February 2006. (PDF
~ 95K)
[30] B.W. Whitney, N.J. Backman,
J.D. Furst, D.S. Raicu, “Single click volumetric segmentation of
abdominal organs in Computed Tomography images” , Proceedings
of SPIE Medical Imaging Conference, San Diego, CA, February
2006.
(PDF
~ 1.8MB)
[29] R. Lerman, D.S. Raicu, J.D.
Furst, “Contrast enhancement of soft-tissues in Computed
Tomography images”, Proceedings of SPIE Medical Imaging
Conference, San Diego, CA, February 2006. (PDF
~ 50K)
[28] D.S. Raicu and I.K. Sethi, “Synobins: An Intermediate Level Towards Annotation and Semantic
Retrieval”, EURASIP Journal on Applied Signal Processing, Hindawi Publishing Corporation, 2006.
(PDF
~ 4 MB)
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2005
[27] M. Kalinin,
D. S. Raicu, J. D. Furst, D. S. Channin,, " A Classification Approach for Anatomical Regions Segmentation",
The IEEE International Conference on Image Processing (ICIP),
Genoa, Italy, September 11-14, 2005. (PDF
~ 191 KB)
[26] L. Semler,
L. Dettori, J. Furst, "Wavelet-Based Texture
Classification of Tissues in Computed Tomography", The 18th IEEE
International Symposium on Computer-Based Medical
Systems(CBMS'05), Dublin, Ireland, June 23-24, 2005.
(PDF
~ 152 KB)
[25] A. Corboy,
W. Tsang, D. Raicu, J. Furst, "Texture-Based Image Retrieval
for Computerized Tomography Databases", The 18th IEEE
International Symposium on Computer-Based Medical
Systems(CBMS'05), Dublin, Ireland, June 23-24, 2005.
(PDF
~ 84 KB)
[24] D. Xu, J.
Lee, D.S. Raicu, J.D. Furst, D. Channin. "Texture Classification
of Normal Tissues in Computed Tomography", The 2005 Annual
Meeting of the Society for Computer Applications in Radiology,
Orlando, Florida, June 2-5, 2005. Abstract (PDF
~ 70 KB)
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2004
[23] W. H.
Horsthemke, J. D. Furst, and D. S. Raicu. "Texture Classifier
Robustness for Sub-organ Sized Windows". DePaul CTI Research
Symposium, 2004 (PDF
~ 880 KB)
[22] D. H. Xu, A. Kurani,
J. D. Furst, & D. S. Raicu, "Run-length encoding for
volumetric texture", The 4th IASTED International
Conference on Visualization, Imaging, and Image Processing -
VIIP 2004, Marbella, Spain, September 6-8, 2004. (PDF
~ 453 KB)
[21] D. Channin, D. S. Raicu,
J. D. Furst, D. H. Xu, L. Lilly, C. Limpsangsri, "Classification
of Tissues in Computed Tomography using Decision Trees", Poster
and Demo, The 90th Scientific Assembly and Annual Meeting of
Radiology Society of North America (RSNA04), Chicago, IL,
USA, November 28 - December 3rd, 2004. Abstract (PDF
~ 9 KB),
Poster (PDF ~ 2.5 MB).
[20] A. Kurani, D. H. Xu,
J. D. Furst, & D. S. Raicu, "Co-occurrence matrices for
volumetric data", The 7th IASTED International Conference on
Computer Graphics and Imaging - CGIM 2004, Kauai, Hawaii,
USA, in August 16-18, 2004. (PDF
~ 590 KB)
[19] D.
S. Raicu, J. D. Furst, D. Channin, D. H. Xu, & A. Kurani,
"A Texture Dictionary for Human Organs Tissues'
Classification", Proceedings of the 8th
World Multiconference on Systemics, Cybernetics and Informatics (SCI
2004), Orlando, USA, in July 18-21, 2004.
(PDF ~ 207 KB)
[18] Yakov Keselman, Ali Shokoufandeh, M. Fatih Demirci,
& Sven Dickinson, "Many-to-many feature matching using spherical coding of
directed graphs,"
Proceedings, 8th European
Conference on Computer Vision, Prague, Czech Republic, May
2004.
(PDF ~ 400 KB)
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2003
[17] Daniela
Stan, "A Data Mining Framework for Target Marketing",
Proceedings of the 18th ISCA International Conference on Computers
and Their Applications, March 2003.
(PDF ~ 100 KB)
[16]M. Fatih Demirci, Ali Shokoufandeh, Sven Dickinson, and
Yakov Keselman, and Lars Bretzner. "Many-to-many graph matching via low-distortion
embedding," Proceedings, IEEE Conference on
Computer Vision and Pattern Recognition, Madison, Wisconsin,
June 2003.
(PDF ~ 600 KB)
[15]M. Fatih
Demirci, Ali Shokoufandeh, Yakov Keselman, and Sven Dickinson, and
Lars Bretzner. "Many-to-many matching of scale-space feature
hierarchies using metric embedding,"
Lewis D. Griffin and Martin Lillholm, editors,
Proceedings, 4th International Conference on
Scale-Space Methods in Computer Vision, volume 2695 of
Springer LNCS, pages 17--32, Isle of Skye, UK, June 2003.(PDF
~ 1 MB)
[14]Daniela
Stan and Ishwar K. Sethi, “eID: A System for Exploration of Image
Databases”, Information Processing and Management Journal,
2003, vol.39/3, pp. 335-361, May 2003.
(PDF ~ 900 KB).
[13]William H. Horsthemke and Kamal Dahbur(IKS 2003)
"Improving Disease Detection with Machine Learning Strategies:
Methods to Minimize False Negatives through Cost Sensitive
Training,"
IASTED
Information and Knowledge Sharing Conference.
(PDF~200 KB)
[12]Daniela
Stan and Ishwar K. Sethi, “Synobins: An intermediate level
towards Annotation and Semantic Retrieval”, IEEE Trans.
Multimedia (Under Revision).
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2002
[11]Daniela Stan, “Visual Computing”,
Proceedings of the CTI Research Symposium, DePaul University,
Chicago, Illinois, November 2002
(PDF ~ 4 MB).
[10]Yakov Keselman and Sven Dickinson. Gregory D. Hager, Henrik I.
Christensen, Horst Bunke, and Rolf Klein, editors, "Generic model abstraction from examples,"
Proceedings,
International Workshop on Sensor-Based Intelligent Robots,
volume 2238 of Springer LNCS, pages 1--24, Dagstuhl Castle,
Germany, October 2002.
(PDF ~ 600 KB)
[9]Daniela Stan, “A New Approach
for Exploration of Image Databases”, Proceedings of the Grace
Hopper Celebration of Women in Computing 2002, British Columbia,
Canada, October 2002
(PDF ~ 1 MB).
[8]Daniela
Stan, “eID: A System for Exploration of Image Databases”,
Oakland University, Ph.D. Dissertation, June 2002
(PDF ~ 7 MB).
[7]Daniela
Stan and Ishwar K. Sethi, “Color Patterns for Pictorial Content
Description”, Proceedings of the 17th ACM Symposium on
Applied Computing, pp 693 - 698, March 2002
(PDF ~ 300 KB).
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2001
[6]Daniela
Stan and Ishwar K. Sethi, “Image Retrieval using a Hierarchy of
Clusters”, Lecture Notes in Computer Science: Advances in
Pattern Recognition – ICAPR 2001, Springer-Verlag Ltd. (Ed), pp.
377-388, March 2001
(PDF ~ 200 KB).
[5]Yakov
Keselman and Sven Dickinson. "Generic model abstraction from examples,"
Proceedings,
IEEE Conference on Computer Vision and Pattern Recognition,
volume 1, pages 856--863, Kauai, Hawaii, December 2001.
(PDF
~ 300 KB)
[4]Yakov Keselman and Sven
Dickinson. "Bridging the representation gap between models
and exemplars," Proceedings, IEEE
Workshop on Models versus Exemplars in Computer Vision, Kauai, Hawaii, December 2001.
(PDF
~ 300 KB)
[3]Daniela
Stan and Ishwar K. Sethi, “Mapping Low-level Image Features to
Semantic Concepts”, Proceedings of SPIE Conference: Storage
and Retrieval for Media Databases, pp. 172-179, January 2001
(PDF ~ 100 KB).
[2]Ishwar K. Sethi,
Ioana Coman, and Daniela Stan.
"Mining Association Rules between Low-level Image Features and
High-level Concepts,"
Proceedings of SPIE: Data Mining and Knowledge Discovery III, pp.279-290, 2001.
(PDF
~ 800 KB)
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1998
[1]Y. Keselman and E.
Micheli-Tzanakou.
"Extraction and characterization of regions of
interest in biomedical images,"
Proceedings, IEEE International Conference on Information
Technology Applications in Biomedicine, pages 87--90, Washington, DC, May 1998.
(PDF ~ 200 KB)
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