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Medical Imaging 2003: Image Processing: San Diego, CA, USA
- Milan Sonka, J. Michael Fitzpatrick:
Medical Imaging 2003: Image Processing, San Diego, California, United States, 15-20 February 2003. SPIE Proceedings 5032, SPIE 2003, ISBN 9780819448330
CAD I
- Ricardo José Ferrari, Xingchang Wei, Yunyan Zhang, James N. Scott, Joseph Ross Mitchell:
Segmentation of multiple sclerosis lesions using support vector machines. - Mark P. Wilson, Shuyu Yang, Sunanda Mitra, Balaji Raman, Sheila Coyne Nemeth, Peter Soliz:
Full automation of morphological segmentation of retinal images: a comparison with human-based analysis. - Johan G. Bosch, Francisca Nijland, Steven C. Mitchell, Boudewijn P. F. Lelieveldt, Otto Kamp, Milan Sonka, Johan H. C. Reiber:
Automated classification of wall motion abnormalities by principal component analysis of endocardial shape motion patterns in echocardiograms. - Jean-Francois Laliberte, Jean Meunier, Max Mignotte, Jean-Paul Soucy:
Detection of abnormal diffuse perfusion in SPECT using a normal brain atlas. - Michael Buchberger, Thomas Kaltofen:
Ophthalmologic diagnostic tool using MR images for biomechanically-based muscle volume deformation. - Robert Modre, Bernhard Tilg, Gerald Fischer, Friedrich Hanser, Bernd Messnarz, Michael F. H. Schocke, Christian Kremser, Florian Hintringer, Franz Xaver Roithinger:
Model-based imaging of cardiac electrical function in human atria.
CAD II
- Xiao Hui Wang, Brian E. Chapman, Cynthia A. Britton, Saraswathi K. Golla, Luisa P. Wallace, Walter F. Good:
Evaluation of quantitative measures of breast tissue density from mammography with truth from MRI data. - Hui Li, Maryellen Lissak Giger, Zhimin Huo, Olufunmilayo I. Olopade, Michael R. Chinander, Li Lan, Ioana R. Bonta:
Computerized analysis of mammographic parenchymal patterns using fractal analysis. - Lubomir M. Hadjiiski, Heang-Ping Chan, Berkman Sahiner, Mark A. Helvie, Marilyn A. Roubidoux, Caroline E. Blane, Chintana Paramagul, Nicholas Petrick, Janet E. Bailey, Katherine Klein, Michelle Foster, Stephanie Patterson, Dorit D. Adler, Alexis V. Nees, Joseph Shen:
ROC study: effects of computer-aided diagnosis on radiologists' characterization of malignant and benign breast masses in temporal pairs of mammograms. - Maryellen Lissak Giger, Li Lan, Zhimin Huo, Carl J. Vyborny, Hui Li:
Comparison of approaches for risk-modulated CAD. - Karen Drukker, Maryellen Lissak Giger, Carl J. Vyborny, Robert A. Schmidt, Ellen B. Mendelson, Michael Stern:
Computerized detection and classification of lesions on breast ultrasound. - David Mark Catarious, Alan H. Baydush, Craig K. Abbey, Carey E. Floyd Jr.:
A mammographic mass CAD system incorporating features from shape, fractal, and channelized Hotelling observer measurements: preliminary results. - Celia Varela, J. M. Muller, Nico Karssemeijer:
Mammographic mass characterization using sharpness and lobulation measures.
Registration I
- Jeffery J. Orchard, Chen Greif, Gene H. Golub, Bruce Bjornson, M. Stella Atkins:
Overcoming activation-induced registration errors in fMRI. - Mathieu De Craene, Torsten Butz, Eduardo Solanas, Aloys du Bois d'Aische, Benoît Macq, Jean-Philippe Thiran:
Simultaneous registration and bias-correction of intra-operative MR images. - Kathleen M. Curran, Daniel C. Alexander:
Diffusion Tensor Orientation Matching for Image Registration. - Zhiyong Xie, Lydia Ng, James C. Gee:
Two algorithms for non-rigid image registration and their evaluation. - Jianhua Xuan, Matthew T. Freedman, Yue Joseph Wang:
Finite-element deformable sheet-curve models for registration of breast MR images.
CAD III
- Junji Shiraishi, Hiroyuki Abe, Roger M. Engelmann, Kyongtae Ty Bae, Kunio Doi:
Effect of the number of cases in image database on the performance of computer-aided diagnosis (CAD) for the detection of pulmonary nodules in chest radiographs. - Shih-Chung Benedict Lo, Li-Yueh Hsu, Matthew T. Freedman, Yuan Ming Fleming Lure, Hui Zhao:
Classification of lung nodules in diagnostic CT: an approach based on 3D vascular features, nodule density distribution, and shape features. - Gentaro Fukano, Hotaka Takizawa, Kanae Shigemoto, Shinji Yamamoto, Tohru Matsumoto, Yukio Tateno, Takeshi Iinuma:
Recognition method of lung nodules using blood vessel extraction techniques and 3D object models. - William J. Kostis, Simina C. Fluture, David F. Yankelevitz, Claudia I. Henschke:
Method for analysis and display of distribution of emphysema in CT scans. - Georgia D. Tourassi, Joseph Y. Lo, Mia K. Markey:
Validation of a constraint satisfaction neural network for breast cancer disgnosis: new results from 1030 cases. - Bin Zheng, Xiao Hui Wang, Luisa P. Wallace, Cathy Cohen, Lara A. Hardesty, Christiane M. Hakim, Gordon Abran, Jules H. Sumkin, David Gur:
Improving CAD performance in detecting masses depicted on prior images.
CAD I
- Tomas Gustavsson, Karin Althoff, Johan Degerman, Torsten Olsson, Ann-Catrin Thoreson, Thorleif Thorlin, Peter S. Eriksson:
Time-lapse microscopy and image processing for stem cell research: modeling cell migration.
Cellular Image Analysis
- Junying Zhang, Rujirutana Srikanchana, Jianhua Xuan, Peter L. Choyke, King C. Li, Yue Joseph Wang:
Partially independent component analysis of tumor heterogeneities by DCE-MRI. - C. L. Hannah Ong, Vinod Chandran:
Recognition of viruses by electron microscopy using higher order spectral features. - Sigal Trattner, Hayit Greenspan, Gabi Tepper, Shimon Abboud:
Automatic identification of bacterial types using statistical imaging methods.
Shape/Motion
- Li Shen, James Ford, Fillia Makedon, Andrew J. Saykin:
Hippocampal shape analysis: surface-based representation and classification. - Mehmet Celenk, Yinglei Song, Limin Ma, Min Zhou:
Shape classification of malignant lymphomas and leukemia by morphological watersheds and ARMA modeling. - Kálmán Palágyi, Juerg Tschirren, Milan Sonka:
Quantitative analysis of three-dimensional tubular tree structures. - Cherng-Min Ma, Shu-Yen Wan, Jiann-Der Lee:
Skeletonization on 3D tree-embedded graphs. - Haitham M. Ahmed, Refaat E. Gabr, Abou Bakr M. Youssef, Keith Heberlein, Xiaoping Hu, Yasser M. Kadah:
Combined intra- and inter-slice motion artifact suppression in magnetic resonance imaging. - Michael Sühling, Muthuvel Arigovindan, Christian P. Jansen, Patrick R. Hunziker, Michael A. Unser:
Myocardial motion analysis and visualization from echocardiograms.
Registration II
- Punam K. Saha, Hui Zhang, Jayaram K. Udupa, James C. Gee:
Tensor scale-based image registration. - Zhujiang Cao, Shiyan Pan, Rui Li, Ramya Balachandran, J. Michael Fitzpatrick, William C. Chapman, Benoit M. Dawant:
Registration of medical images using an interpolated closest point transform: method and validation. - Peter Rogelj, Stanislav Kovacic:
Symmetric image registration. - Jay B. West, Rasool Khadem, Calvin R. Maurer Jr.:
Overcoming the distortion problem in image-enhanced fluoroscopy. - Evelyn A. Firle, Stefan Wesarg, Grigoris Karangelis, Christian Dold:
Validation of 3D ultrasound: CT registration of prostate images. - Torsten Rohlfing, Robert Brandt, Randolf Menzel, Calvin R. Maurer Jr.:
Segmentation of three-dimensional images using non-rigid registration: methods and validation with application to confocal microscopy images of bee brains.
Deformable Geometry
- Mehmet Üzümcü, Alejandro F. Frangi, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Independent component analysis in statistical shape models. - Hans C. van Assen, Rob J. van der Geest, Mikhail G. Danilouchkine, Hildo J. Lamb, Johan H. C. Reiber, Boudewijn P. F. Lelieveldt:
Three-dimensional active shape model matching for left ventricle segmentation in cardiac CT. - Elco Oost, Boudewijn P. F. Lelieveldt, Gerhard Koning, Milan Sonka, Johan H. C. Reiber:
Left ventricle contour detection in x-ray angiograms using multi-view active appearance models. - Berkman Sahiner, Aditya Ramachandran, Heang-Ping Chan, Marilyn A. Roubidoux, Lubomir M. Hadjiiski, Mark A. Helvie, Nicholas Petrick, Chuan Zhou:
Three-dimensional active contour model for characterization of solid breast masses on three-dimensional ultrasound images. - Carolyn S. K. Chan, Philip J. Edwards, David John Hawkes:
Integration of ultrasound-based registration with statistical shape models for computer-assisted orthopaedic surgery. - Jan Klemencic, Josien P. W. Pluim, Max A. Viergever, Hugo G. Schnack, Vojko Valencic:
Three-dimensional appearance for hippocampus segmentation from MRI.
Tissue Image Analysis
- Enmin Song, Valerie A. Cardenas, Diana Sacrey, Robert S. Blumenfeld, Michael W. Weiner, Colin Studholme:
MRI tissue segmentation incorporating a bias field modulated smoothness prior. - Armando Manduca, David S. Lake, Richard L. Ehman:
Improved inversion of MR elastography images by spatio-temporal directional filtering. - Wilburn E. Reddick, John O. Glass, Ching-Hon Pui:
Differentiating therapy-induced leukoencephalopathy from unmyelinated white matter in children treated for acute lymphoblastic leukemia (ALL). - Punam K. Saha, Felix W. Wehrli:
Quantification of trabecular bone anisotropy by means of tensor scale. - Holger F. Böhm, Christoph Räth, Roberto A. Monetti, Dirk Müller, David Newitt, Sharmila Majumdar, Ernst J. Rummeny, Thomas M. Link:
Application of the standard Hough-transform to high resolution MRI of human trabecular bone to predict mechanical strength. - Andrew D. Castellano-Smith, William R. Crum, Derek L. G. Hill, Neil A. Thacker, Paul A. Bromiley:
Biomechanical simulation of atrophy in MR images.
Segmentation I
- Brian J. Parker, David Dagan Feng:
Large three-dimensional dataset segmentation using a graph-theoretic energy-minimization approach. - Vikram Chalana, Stephen Dudycha, Gerald McMorrow:
Image enhancement and segmentation of fluid-filled structures in 3D ultrasound images. - Klaus D. Tönnies, Anna Celler, Stephan Blinder, Torsten Möller, Ronald Harrop:
Scatter segmentation in dynamic SPECT images using principal component analysis. - Pierre-François D'Haese, Valerie Duay, Rui Li, Aloys du Bois d'Aische, Thomas E. Merchant, Anthony J. Cmelak, Edwin F. Donnelly, Kenneth J. Niermann, Benoît Macq, Benoit M. Dawant:
Automatic segmentation of brain structures for radiation therapy planning. - Thomas Blaffert, Rafael Wiemker, Zhong Min Lin:
Bone suppression in CT angiography data by region-based multiresolution segmentation. - Roee S. Lazebnik, Brent D. Weinberg, Michael S. Breen, Jonathan S. Lewin, David L. Wilson:
Automatic model-based 3D lesion segmentation for evaluation of MR-guided thermal ablation therapy.
Pattern Recognition and Database Retrieval
- Walker H. Land, Daniel W. McKee, Roberto Velazquez, Lut Wong, Joseph Y. Lo, Frances R. Anderson:
Application of support vector machines to breast cancer screening using mammogram and clinical history data. - Neal R. Harvey, Richard M. Levenson, David L. Rimm:
Investigation of automated feature extraction techniques for applications in cancer detection from multispectral histopathology images. - Heang-Ping Chan, Berkman Sahiner, Lubomir M. Hadjiiski, Nicholas Petrick, Chuan Zhou:
Design of three-class classifiers in computer-aided diagnosis: Monte Carlo simulation study. - Christian J. Thies, Volker H. Metzler, Til Aach:
Content-based image analysis: object extraction by data-mining on hierarchically decomposed medical images. - Georgia D. Tourassi, Rene Vargas-Voracek, Carey E. Floyd Jr.:
Content-based image retrieval as a computer aid for the detection of mammographic masses. - Christian Thies, Adam Malik, Daniel Keysers, Michael Kohnen, Benedikt Fischer, Thomas Martin Lehmann:
Hierarchical feature clustering for content-based retrieval in medical image databases.
Segmentation II
- Marco Loog, Bram van Ginneken, Max A. Viergever:
Segmenting the posterior ribs in chest radiographs by iterated contextual pixel classification. - Ernst G. P. Bovenkamp, Jouke Dijkstra, Johan G. Bosch, Johan H. C. Reiber:
Multi-agent IVUS image segmentation. - Gilberto Zamora, Hamed Sari-Sarraf, L. Rodney Long:
Hierarchical segmentation of vertebrae from x-ray images. - Horst Karl Hahn, Heinz-Otto Peitgen:
IWT-interactive watershed transform: a hierarchical method for efficient interactive and automated segmentation of multidimensional gray-scale images. - Herng-Hua Chang, Scott C. Neu, Daniel J. Valentino:
Region-based segmentation using a simulated charged fluid.
Tomographic Reconstruction
- Alexander Katsevich, Guenter Lauritsch, Herbert Bruder, Thomas Flohr, Karl Stierstorfer:
Evaluation and empirical analysis of an exact FBP algorithm for spiral cone-beam CT. - Yonggang Shi, William Clement Karl, David A. Castañón:
Curve evolution methods for dynamic tomography with unknown dynamic models. - Daniel B. Russakoff, Torsten Rohlfing, Daniel Rueckert, Ramin Shahidi, Daniel H. Kim, Calvin R. Maurer Jr.:
Fast calculation of digitally reconstructed radiographs using light fields. - Yu Zou, Emil Y. Sidky, Xiaochuan Pan:
Generalized quasi-exact algorithms for image reconstruction in helical cone-beam CT.
Poster Session
- Herbert Bruder, Emilie Maguet, Karl Stierstorfer, Thomas Flohr:
Cardiac spiral imaging in computed tomography without ECG using complementary projections for motion detection.
Tomographic Reconstruction
- Jiang Hsieh, Brian Grekowicz, Piero Simoni, Jean-Baptiste Thibault, Mukta C. Joshi, Sandeep Dutta, Eugene C. Williams, Charlie Shaughnessy, Paavana Sainath:
Convolution reconstruction algorithm for multi-slice helical CT. - Ryan J. Murphy, Donald L. Snyder, David G. Politte, Joseph A. O'Sullivan:
Sieve-regularized image reconstruction algorithm with pose search in transmission tomography.
Multiresolution/Multispectral Image Processing
- Dietmar Kunz, Kai Eck, Holger Fillbrandt, Til Aach:
Nonlinear multiresolution gradient adaptive filter for medical images. - Punam K. Saha:
Novel theory and methods for tensor scale: a local morphometric parameter. - Sylvain Deschênes, Benoit Godbout, Dominic Branchaud, David Mitton, Vincent Pomero, André Bleau, Wafa Skalli, Jacques A. de Guise:
Three-dimensional reconstruction of the human spine from bi-planar radiographs: using multiscale wavelet analysis and spline interpolators for semi-automation. - Christian H. P. Jansen, Muthuvel Arigovindan, Michael Sühling, Stephan Marsch, Michael A. Unser, Patrick R. Hunziker:
Multidimensional, multistage wavelet footprints: a new tool for image segmentation and feature extraction in medical ultrasound. - Anant Madabhushi, Jayaram K. Udupa:
The interplay between intensity standardization and field inhomogeneity correction in MR image processing. - Abbas N. Moghaddam, Hamid Soltanian-Zadeh:
Mapping of magnetic field inhomogeneity and removal of its artifact from MR images. - Uros Vovk, Franjo Pernus, Bostjan Likar:
Correction of multi-spectral MRI intensity non-uniformity via spatially regularized feature condensing.
Poster Session
- Dag Wormanns, Ernst Klotz, Gerhard Kohl, Uwe Dregger, Stefan Diederich, Roman Fischbach, Walter Heindel:
Enhancement measurement of pulmonary nodules with multirow detector CT: precision assessment of a 3D algorithm compared to the standard procedure. - Sophie Paquerault, Yulei Jiang, Robert M. Nishikawa, Robert A. Schmidt, Carl J. D'Orsi, Carl J. Vyborny, Gillian M. Newstead:
Automated selection of BI-RADS lesion descriptors for reporting calcifications in mammograms. - Lina Arbach, Darus L. Bennett, Joseph M. Reinhardt, Ghassan Fallouh:
Classification of mammographic masses: comparison between Backpropagation Neural Network (BNN) and human readers. - Mitsuru Kubo, Nobuhiro Yamada, Yoshiki Kawata, Noboru Niki, Kenji Eguchi, Hironobu Ohmatsu, Ryutaro Kakinuma, Masahiro Kaneko, Masahiko Kusumoto, Hiroyuki Nishiyama, Noriyuki Moriyama:
CAD system for lung cancer screening using low-dose single-slice CT images. - William J. Kostis, Simina C. Fluture, Ali O. Farooqi, David F. Yankelevitz, Claudia I. Henschke:
Volumetric assessment of emphysema on low-dose screening CT scans. - Lisa M. Kinnard, Shih-Chung Benedict Lo, Paul C. Wang, Matthew T. Freedman, Mohamed F. Chouikha:
Separation of malignant and benign masses using image and segmentation features. - Zigang Wang, Lihong Li, Xiang Li, Zhengrong Liang, Donald P. Harrington:
Skeleton-based 3D computer-aided detection of colonic polyps. - Samuel G. Armato:
Computerized lung nodule detection: effect of image annotation schemes for conveying results to radiologists. - Janne J. Näppi, Hans Frimmel, Abraham H. Dachman, Hiroyuki Yoshida:
Computer-aided detection of polyps and masses for CT colonography. - Nobuhiro Yamada, Mitsuru Kubo, Yoshiki Kawata, Noboru Niki, Kenji Eguchi, Hironobu Ohmatsu, Ryutaro Kakinuma, Masahiro Kaneko, Masahiko Kusumoto, Hiroyuki Nishiyama, Noriyuki Moriyama:
ROI extraction of chest CT images using adaptive opening filter. - Yonghum Na, Jin Sung Kim, Bruce R. Whiting, Kyongtae Ty Bae:
Automatic detection of polyps from multislice CT images using 3D morphologic matching algorithm: phantom study. - Joseph Y. Lo, Marios A. Gavrielides, Mia K. Markey, Jonathan L. Jesneck:
Computer-aided classification of breast microcalcification clusters: merging of features from image processing and radiologists. - Yuya Takeda, Masaaki Tamaru, Yoshiki Kawata, Mitsuru Kubo, Noboru Niki, Hironobu Ohmatsu, Ryutaro Kakinuma, Masahiro Kaneko, Masahiko Kusumoto, Kenji Eguchi, Noriyuki Moriyama, Kiyoshi Mori, Hiroyuki Nishiyama:
CAD system for lung cancer CT screening. - Walker H. Land, Daniel W. McKee, Joseph Y. Lo, Frances R. Anderson:
Improving the predictive value of mammography using a specialized evolutionary programming hybrid and fitness functions. - Cesar H. M. Santaella, Homero Schiabel, Ana Claudia Patrocinio, Fátima de Lourdes dos Santos Nunes, Roseli A. F. Romero:
Classification of nodules in mammograms image by using wavelet transform. - Walter F. Good, Xiao Hui Wang, Glenn S. Maitz:
Feature-based differences between mammograms. - Xuejun Sun, Wei Qian, Xiaoshan Song, Yuyan Qian, Dansheng Song, Robert A. Clark:
Computer-aided detection (CAD) of breast cancer on full field digital and screening film mammograms. - Yong Chu, Lihua Li, Dmitry B. Goldgof, Yan Qiu, Robert A. Clark:
Classification of masses on mammograms using support vector machine. - Steven C. Mitchell, Boudewijn P. F. Lelieveldt, Hans G. Bosch, Johan H. C. Reiber, Milan Sonka:
Disease characterization of active appearance model coefficients. - Florent Autrusseau, Jean-Pierre V. Guédon, Yves Bizais:
Mojette cryptomarking scheme for medical images. - Aria Abubakar, Peter M. van den Berg, Tarek M. Habashy, Henning Braunisch:
Deblurring using iterative multiplicative regularization technique. - Dan Rico, Martin Joel Yaffe, Bindu J. Augustine, Gordon E. Mawdsley:
Mammographic thickness compensation for image analysis and display enhancement. - Guo-Qing Wei, Jian Zhong Qian, Helmuth F. Schramm, Carol L. Novak:
Method for intensity correction in CR mosaic by combined nonlinear and linear transformations. - Michel Koole, Steven Staelens, Rik Van de Walle, Ignace Lemahieu:
Correction for partial volume effects in brain perfusion ECT imaging. - Xiang Li, Lihong Li, Hongbing Lu, Dongqing Chen, Zhengrong Liang:
Inhomogeneity correction for magnetic resonance images with fuzzy C-mean algorithm. - Mohammad Sabati, Maitham Sabati, S. Abdolkarim Hosseini Ravandi, Richard Frayne:
Impulse noise reduction in MR images using one rule-base merging method of fuzzy weighted mean filters. - Lijun Yin, Ahmad I. Zainal Abidin, Ja Kwei Chang:
Scalable image enhancement for head CT scans with reduced iodine. - Albert Montillo, Jayaram K. Udupa, Leon Axel, Dimitris N. Metaxas:
Interaction between noise suppression and inhomogeneity correction in MRI. - Bernd Fischer, Jan Modersitzki:
Combination of automatic non-rigid and landmark based registration: the best of both worlds. - Slavica Jonic, Philippe Thévenaz, Michael A. Unser:
Multiresolution-based registration of a volume to a set of its projections. - Murray E. Alexander, Randy Summers:
Fast registration algorithm using a variational principle for mutual information.