Publications

2010 2009  2008  2007  2006 

2010

[38] 2010

[37] 2010

[36] Robert Kim, Grace Dasovich, Runa Bhaumik, Richard Brock, Dr. Jacob D. Furst, and Dr. Daniela S. Raicu, "An Investigation into Relationship between Semantic and Content Based Similarity using LIDC", SPIE Medical Imaging Conference, San Francisco, California, February 13th- 18th, 2010 (submitted)

[35] Stephen Siena, Olga Zinoveva, Daniela Raicu and Jacob Furst, "Area and shape-dependent variability metric for evaluating panel segmentations of lung nodules in LIDC data.", SPIE Medical Imaging Conference, San Francisco, California, February 13th- 18th, 2010 (accepted)

[34] Jonathan Mortensen, Jia Jie Wu, Jacob Furst, John Rogers, and Daniela Raicu, "Effect of Image Linearization on Normalized Compression Distance", International Symposium on Signal Processing, Image processing and Pattern Recognition (SIP 2009), Jeju Island, Korea, December 10th – 12th, 2009 (accepted)

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2009

[33] Armato SG III, Sensakovic WF, Passen SJ, Engelmann RM, MacMahon H, "Temporal subtraction in chest radiography: Mutual information as a measure of image quality.", Medical Physics 2009 (under review).

[32] 9

[31] J. Wantroba, D. S. Raicu, J. D. Furst, "A statistical analysis of the effects of CT acquisition parameters on low-level features extracted from CT images of the lung. ", IEEE International Conference on Image Processing, Cairo, Egypt, November 7-11 2009

[30] 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

[29] 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

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2008

[28] 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)  

[27] 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)

[26] 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)

[25] 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.

[24] 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)

[23] 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.

[22] 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.

[21] 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

[20] S. I. Greenblum, M. O. Krucoff, J. Furst, D. Raicu, “A Survey of Modern Techniques for DNA Microarray Image Analysis”, International Journal of Bioinformatics Research and Applications (submitted).

[19] T. Disney, M. Lam, D. Raicu, J. Furst, D. Channin, “A Lookup and Reference Tool for Pulmonary Computed Tomography Nodules”, Journal of Digital Imaging, 2007. (submitted).

[18] 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)

[17] 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)

[16] 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)

[15] 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)

[14] 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.

[13] 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)

[12] 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  

[11] A. Bashir, J. Hasemann, L. Dettori, "Gabor-based Texture Classification of Tissues in Computed Tomography”, DePaul Science Day, November 10th 2006 (poster).

[10] 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).

[9] 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).

[8] 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)

[7] 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)

[6] 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)

[5] 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)

[4]. 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)

[3] 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)

[2] 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)

[1] 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)

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Open Source

Mike Lam and Tim Disney, REU students of summer 2006, release their code as Open Source on Sourceforge: http://brisc.sourceforge.net/

 

 
Webmaster Daniela Stan: dstan@cdm.depaul.edu
Last modified: October 06, 2009