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ORCIDMedical Imaging 2005: Image Processing: San Diego, CA, USA
- J. Michael Fitzpatrick, Joseph M. Reinhardt:
Medical Imaging 2005: Image Processing, San Diego, California, United States, 12-17 February 2005. SPIE Proceedings 5747, SPIE 2005, ISBN 9780819457219
Computer-Aided Diagnosis I: Breast
- Liyang Wei, Yongyi Yang, Robert M. Nishikawa
, Yulei Jiang:
A study of several CAD methods for classification of clustered microcalcifications. - Jun Wei, Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Mark A. Helvie, Marilyn A. Roubidoux, Nicholas Petrick, Jun Ge, Chuan Zhou:
Computer-aided detection of breast masses on mammograms: performance improvement using a dual system. - Mehul P. Sampat, Alan Conrad Bovik, Mia K. Markey:
Classification of mammographic lesions into BI-RADS shape categories using the beamlet transform. - Mehul P. Sampat, Gary J. Whitman, Mia K. Markey, Alan Conrad Bovik:
Evidence based detection of spiculated masses and architectural distortions. - Nevine H. Eltonsy, Georgia D. Tourassi, Piotr A. Habas, Adel Said Elmaghraby:
DNA: directional neighborhood analysis for detection of breast masses in screening mammograms. - Walker H. Land, John J. Heine, Mark J. Embrechts, Tom Smith, Robert Choma, Lut Wong:
New approach to breast cancer CAD using partial least squares and kernel-partial least squares.
Computer-Aided Diagnosis II
- Ali Tabesh, Vinay P. Kumar, Ho-Yuen Pang, David Verbel, Angeliki Kotsianti, Mikhail Teverovskiy, Olivier Saidi:
Automated prostate cancer diagnosis and Gleason grading of tissue microarrays. - Holger Lange, Daron G. Ferris:
Computer-aided-diagnosis (CAD) for colposcopy. - Xiangwei Zhang, Geoffrey McLennan, Eric A. Hoffman, Milan Sonka:
A complete CAD system for pulmonary nodule detection in high resolution CT images. - Kenji Suzuki, Junji Shiraishi, Feng Li, Hiroyuki Abe, Heber MacMahon, Kunio Doi:
Effect of massive training artificial neural networks for rib suppression on reduction of false positives in computerized detection of nodules on chest radiographs. - Qiang Li, Feng Li, Kunio Doi:
Computerized nodule detection in thin-slice CT using selective enhancement filter and automated rule-based classifier. - Li Zhang, Tiantian Zhang, Carol L. Novak, David P. Naidich, Daniel Aaron Moses:
A computer-based method of segmenting ground glass nodules in pulmonary CT images: comparison to expert radiologists' interpretations. - Piotr A. Habas, Georgia D. Tourassi, Nevine H. Eltonsy, Adel Said Elmaghraby, Jacek M. Zurada:
A novel technique for assessing the case-specific reliability of decisions made by CAD tools.
Registration I: Rigid Registration
- Gustavo Kunde Rohde, Carlos Alberto Berenstein, Dennis M. Healy:
Measuring image similarity in the presence of noise. - Wolfgang Wein, Barbara Röper, Nassir Navab:
2D/3D registration based on volume gradients. - Dieter A. Hahn, Joachim Hornegger, Werner Bautz, Torsten Kuwert, Wolfgang Römer:
Unbiased rigid registration using transfer functions. - Ulrich Müller, Jürgen Hesser, Reinhard Maenner:
Optimal parameter choice for automatic fast rigid multimodal registration.
Poster Session I
- Matthew W. Jacobson, Jeffrey A. Fessler:
Fast interpolation operations in non-rigid image registration.
Registration II: Non-Rigid Registration
- Stefan Klein, Marius Staring, Josien P. W. Pluim:
Comparison of gradient approximation techniques for optimisation of mutual information in nonrigid registration. - Jay B. West, Calvin R. Maurer Jr., John R. Dooley:
Hybrid point-and-intensity-based deformable registration for abdominal CT images. - Marius Staring, Stefan Klein, Josien P. W. Pluim:
Nonrigid registration with adaptive content-based filtering of the deformation field. - Vlad Boldea, David Sarrut, Christian Carrie:
Comparison of 3D dense deformable registration methods for breath-hold reproducibility study in radiotherapy.
Texture
- Roberto A. Monetti, Holger F. Böhm, Dirk Müller, Ernst J. Rummeny, Thomas M. Link, Christoph Räth:
Structural analysis of human proximal femur for the prediction of biomechanical strength in vitro: the locally adapted scaling vector method. - Christoph W. Räth, Dirk Müller, Holger F. Böhm, Ernst J. Rummeny, Thomas M. Link, Roberto A. Monetti:
Improving the textural characterization of trabecular bone structure to quantify its changes: the locally adapted scaling vector method. - Holger F. Böhm, Thomas M. Link, Roberto A. Monetti, Dirk Müller, Ernst J. Rummeny, Christoph W. Räth:
Performance of linear and nonlinear texture measures in 2D and 3D for monitoring architectural changes in osteoporosis using computer-generated models of trabecular bone.
Pattern Recognition and Neural Networks
- Berkman Sahiner, Lubomir M. Hadjiiski, Heang-Ping Chan, Chuan Zhou, Jun Wei:
Comparison of decision tree classifiers with neural network and linear discriminant analysis classifiers for computer-aided diagnosis: a Monte Carlo simulation study. - Ya Wang, David H. Kim, Elsa D. Angelini, Andrew F. Laine:
Recognition of micro-array protein crystals images using multi-scale representations. - Jeff Berens, Michal Mackiewicz, Duncan Bell:
Stomach, intestine, and colon tissue discriminators for wireless capsule endoscopy images. - Yong Hwan An, Sae Hwang, Jung-Hwan Oh, JeongKyu Lee, Wallapak Tavanapong, Piet C. de Groen, Johnny Wong:
Informative-frame filtering in endoscopy videos.
Deformable Geometry
- Zheen Zhao, Eam Khwang Teoh:
A novel framework for automated 3D PDM construction using deformable models. - Rongxin Li, Sébastien Ourselin:
A marker-induced vector field for reduced sensitivity to initialization for parametric and geometric deformable models. - Ghassan Hamarneh, Chris McIntosh:
Physics-based deformable organisms for medical image analysis. - Mikkel B. Stegmann, Dorthe Pedersen:
Bi-temporal 3D active appearance models with applications to unsupervised ejection fraction estimation. - Jens von Berg, Cristian Lorenz:
Accurate left atrium segmentation in multislice CT images using a shape model. - Oskar M. Skrinjar, Arnaud Bistoquet:
Cardiac deformation recovery via incompressible transformation decomposition.
Tomographic Reconstruction
- Xiangyang Tang, Jiang Hsieh:
Reconstruction-plane-dependent weighted FDK algorithm for cone beam volumetric CT. - Jared Starman, Norbert J. Pelc, Norbert Strobel, Rebecca Fahrig:
Estimating 0th and 1st moments in C-arm CT data for extrapolating truncated projections. - Frank Dennerlein, Alexander Katsevich, Guenter Lauritsch, Joachim Hornegger:
Exact and efficient cone-beam reconstruction algorithm for a short-scan circle combined with various lines. - Mustafa E. Kamasak, Charles A. Bouman, Evan D. Morris, Ken D. Sauer:
Reconstruction of kinetic parameter images directly from dynamic PET sinograms. - Lifeng Yu, Dan Xia, Yu Zou, Xiaochuan Pan, Charles A. Pelizzari, Peter Munro:
Region of interest reconstruction from truncated data in circular cone-beam CT.
Segmentation I
- Tian-Li Yu, Jiebo Luo, Amit Singhal, Narendra Ahuja:
Shape regularized active contour based on dynamic programming for anatomical structure segmentation. - Amit Singhal, Mark Bolin, Hui Luo, Wei Hao, Jiebo Luo:
Inducing node specification in active shape models for accurate lung-field segmentation. - Nabil Boukala, Eric Favier, Bernard Laget:
Active appearance model-based segmentation of hip radiographs. - Jimin Liu, Aamer Aziz:
Deformable associate net approach for chest CT image segmentation. - Mikhail G. Danilouchkine, Faiza Admiraal-Behloul, Rob J. van der Geest, Boudewijn P. F. Lelieveldt, Johan Hans C. Reiber:
Automated quantification of cardiac short-axis multi-slice CT images for assessment of left ventricular global function. - Zhong Tao, Hemant D. Tagare:
Stopping rules for active contour segmentation of ultrasound cardiac images. - Srinivasan Rajagopalan, Richard A. Robb:
Robust fast automatic skull stripping of MRI-T2 data.
Segmentation II: Vasculature
- Mark Eric Olszewski, Andreas Wahle, Sarah C. Vigmostad, Milan Sonka:
Multidimensional segmentation of coronary intravascular ultrasound images using knowledge-based methods. - Monica Hernandez, Alejandro Federico Frangi:
Brain aneurysm segmentation in CTA and 3DRA using geodesic active regions based on second order prototype features and nonparametric density estimation. - Vijay Mahadevan, James Alexander Tyrrell, Ricky T. Tong, Edward B. Brown, Rakesh K. Jain, Badrinath Roysam:
Complexity analysis of angiogenesis vasculature. - Yizhi Xiong, Tong Zhao, Dodanim Talavera, Rocio S. Honigmann, Daniel L. Farkas:
A novel node-structural map for angiogenesis analysis.
Segmentation III
- Thomas Martin Lehmann, Daniel Beier, Christian Thies, Thomas Seidl:
Segmentation of medical images combining local, regional, global, and hierarchical distances into a bottom-up region merging scheme. - Soumik Ukil, Eric A. Hoffman, Joseph M. Reinhardt:
Automatic lung lobe segmentation in x-ray CT images by 3D watershed transform using anatomic information from the segmented airway tree. - Mikkel B. Stegmann, Karl Skoglund, Charlotte Ryberg:
Mid-sagittal plane and mid-sagittal surface optimization in brain MRI using a local symmetry measure. - Ying Bai, Xiao Han, Dzung L. Pham, Jerry L. Prince:
Super-resolved multi-channel fuzzy segmentation of MR brain images. - Shuo Li, Thomas Fevens, Adam Krzyzak, Song Li:
A level set segmentation for computer-aided dental x-ray analysis. - Rodrigo de Luis García, Raúl San José Estépar, Carlos Alberola-López:
Pull-push level sets: a new term to encode prior knowledge for the segmentation of teeth images. - Holger F. Böhm, Ferdinand Jamitzki, Roberto A. Monetti, Dirk Müller, Alexandros A. Linaroudis, Reiner Hegerl, Ernst J. Rummeny, Christoph W. Räth:
Morphological filtering based on the Minkowski functionals in 3D for segmentation of macromolecular structures in intact eukaryotic cells depicted by cryo-electron tomography.
Restoration
- Pierre Gravel, Philippe Després, Gilles Beaudoin, Jacques A. de Guise:
Resolution enhancement in dual-energy x-ray imaging. - Olivier Salvado, Claudia Hillenbrand, David L. Wilson:
Partial volume correction using reverse diffusion. - A. Hans Vija, Timothy R. Gosnell, Amos Yahil, Eric G. Hawman, John C. Engdahl:
Statistically based spatially adaptive noise reduction of planar nuclear studies. - M. Dylan Tisdall, M. Stella Atkins:
MRI denoising via phase error estimation.
Statistical Methods
- Gustavo Kunde Rohde, Alan S. Barnett, Peter J. Basser, Carlo Pierpaoli:
Estimating intensity variance due to noise in registered images. - Zvi Markowitz, Murray H. Loew, Joseph M. Reinhardt:
The use and benefit of stereology in choosing a CT scanning protocol for the lung. - Hans Bornefalk:
Proposal and validation of a method to construct confidence intervals for clinical outcomes around FROC curves for mammography CAD systems. - Sylvain Faisan, Laurent Thoraval, Jean-Paul Armspach, Fabrice Heitz, Jack Foucher:
Unsupervised spatio-temporal detection of brain functional activation based on hidden Markov multiple event sequence models. - Adam M. Alessio, Paul E. Kinahan, Thomas K. Lewellen:
Improved quantitation for PET/CT image reconstruction with system modeling and anatomical priors. - Spencer Yuen, Matthew S. Brown, Sumit Shah, Hyun J. Kim, Sarinnapha Vasunilashorn, Eric Kleerup, Jonathan G. Goldin:
A probabilistic model for predicting diameters of lung airways.
Shape and Scale
- Wei Lu, Jinglu Tan, Randall C. Floyd:
Fetal head detection and measurement in ultrasound images by a direct inverse randomized Hough transform. - Michael Tillge Lund, Marleen de Bruijne, László B. Tankó, Mads Nielsen:
Shape regression for vertebra fracture quantification. - Andre D. A. Souza, Jayaram K. Udupa, Anant Madabhushi:
Generalized scale-based image filtering. - Raul Daniel Millan, Monica Hernandez, Daniel Gallardo, Juan Raúl Cebral, Christopher M. Putman, Laura Dempere-Marco, Alejandro Federico Frangi:
Characterization of cerebral aneurysms using 3D moment invariants. - Melissa J. Suter, Joseph M. Reinhardt, Eric A. Hoffman, Geoffrey McLennan:
3D pulmonary airway color image reconstruction via shape from shading and virtual bronchoscopy imaging techniques.
Poster Session I
- Hironori Nakashima, Takuya Yamamoto, Mitsuru Kubo, Yoshiki Kawata, Noboru Niki, Hironobu Ohmatsu, Kenji Eguchi, Hiroyuki Nishiyama, Masahiro Kaneko, Masahiko Kusumoto, Ryutaro Kakinuma, Noriyuki Moriyama:
Computer-aided diagnosis algorithm for lung cancer using retrospective CT images. - Shigeto Watanabe, Yoshito Mekada, Jun-ichi Hasegawa, Jun-ichiro Toriwaki:
Liver cancer detection by using transition features obtained from multi-phase CT images. - Berkman Sahiner, Zhanyu Ge, Heang-Ping Chan, Lubomir M. Hadjiiski, Naama Bogot, Philip N. Cascade, Ella A. Kazerooni:
False-positive reduction using Hessian features in computer-aided detection of pulmonary nodules on thoracic CT images. - Xin Liu, Celina Imielinska, Joel Rosiene, Anita Rampersad, Joseph Zurica, David Wilson, Hadi Halazun, Susan C. Williams, Angela Ligneli, Anthony L. D'Ambrosio, Michael E. Sughrue, E. Sander Connolly Jr., Eric J. Heyer:
A novel quantification method for determining previously undetected silent infarcts on MR-perfusion in patients following carotid endarterectomy. - Jun Ge, Jun Wei, Lubomir M. Hadjiiski, Berkman Sahiner, Heang-Ping Chan, Mark A. Helvie, Chuan Zhou:
Computer-aided detection of microcalcification clusters on full-field digital mammograms: multiscale pyramid enhancement and false positive reduction using an artificial neural network. - Agus Zainal Arifin, Akira Asano, Akira Taguchi, Takashi Nakamoto, Masahiko Ohtsuka, Keiji Tanimoto:
Computer-aided system for measuring the mandibular cortical width on panoramic radiographs in osteoporosis diagnosis. - Masaki Ishiguro, Ichiro Murase, Noriyuki Moriyama, Ryuzo Sekiguchi:
A classification method of liver tumors based on temporal change of Hounsfield unit in CT images. - Liyang Wei, Yongyi Yang, Robert M. Nishikawa:
A relevance vector machine technique for the automatic detection of clustered microcalcifications (Honorable Mention Poster Award). - Reza Farjam, Hamid Soltanian-Zadeh, Reza Aghaeizadeh Zoroofi, Kourosh Jafari-Khouzani:
Tree-structured grading of pathological images of prostate. - Chuan Zhou, Lubomir M. Hadjiiski, Chintana Paramagul, Berkman Sahiner, Heang-Ping Chan, Jun Wei:
Computerized pectoral muscle identification on MLO-view mammograms for CAD applications. - Mia K. Markey, Joseph Y. Lo:
Issues in assessing multi-institutional performance of BI-RADS-based CAD systems. - Binsheng Zhao, Lawrence H. Schwartz, Raja Flores, Fan Liu, Peter Kijewski, Lee Krug, Valerie Rusch:
Automated segmentation of mesothelioma volume on CT scan. - Yoshiki Kawata, Noboru Niki, Hironobu Ohmatsu, Masahiko Kusumoto, Ryutaro Kakinuma, Kiyoshi Mori, Kouzo Yamada, Hiroyuki Nishiyama, Kenji Eguchi, Masahiro Kaneko, Noriyuki Moriyama:
A computerized approach for estimating pulmonary nodule growth rates in three-dimensional thoracic CT images based on CT density histogram. - Benjamin L. Odry, Karthik Krishnan, Mariappan S. Nadar, David P. Naidich, Carol L. Novak, Michael W. Marcellin:
The effects of 3D region-based compression on the performance of an automatic lung nodule detection system. - Walker H. Land, Frances R. Anderson, Tom Smith, Stephen Fahlbusch, Robert Choma, Lut Wong:
Applying knowledge engineering and representation methods to improve support vector machine and multivariate probabilistic neural network CAD performance. - Jostein Herredsvela, Thor Ole Gulsrud, Kjersti Engan:
Detection of circumscribed masses in mammograms using morphological segmentation. - Takayuki Ishida, Shigehiko Katsuragawa, Koichi Chida, Heber MacMahon, Kunio Doi:
Computer-aided diagnosis for detection of cardiomegaly in digital chest radiographs. - Arnold M. R. Schilham, Mathias Prokop, Hester A. Gietema, Bram van Ginneken:
Local noise reduction for emphysema scoring in low-dose CT images. - Georgia D. Tourassi, Nevine H. Eltonsy, Adel Said Elmaghraby, Carey E. Floyd Jr.:
Detection of architectural distortion in mammograms using fractal analysis. - John O. Glass, Chin-Shang Li, Kathleen J. Helton, Wilburn E. Reddick:
Computer-aided diagnosis of leukoencephalopathy in children treated for acute lymphoblastic leukemia. - Georgia D. Tourassi, Nevine H. Eltonsy, Adel Said Elmaghraby, Carey E. Floyd Jr.:
Automated detection of mammographic masses: preliminary assessment of an information-theoretic CAD scheme for reduction of false positives. - Martin Donnelley, Greg Knowles:
Automated bone fracture detection. - Hidetaka Arimura, Qiang Li, Yukunori Korogi, Toshinori Hirai, Yasuyuki Yamashita, Shigehiko Katsuragawa, Ryuji Ikeda, Kunio Doi:
CAD scheme for detection of intracranial aneurysms in MRA based on 3D analysis of vessel skeletons and enhanced aneurysms. - Saskia van Engeland, Nico Karssemeijer:
Regrouping initial CAD mass detections to facilitate classification of suspicious regions in mammography. - Mitsuru Kubo, Nobuhiro Yamada, Yoshiki Kawata, Noboru Niki, Kenji Eguchi, Hironobu Ohmatsu, Masahiro Kaneko, Masahiko Kusumoto, Ryutaro Kakinuma, Hiroyuki Nishiyama, Noriyuki Moriyama:
CAD system for lung cancer screening using low dose thick-slice CT images. - Yeshwanth Srinivasan, Dana Hernes, Bhakti Tulpule, Shuyu Yang, Jiangling Guo, Sunanda Mitra, Sriraja Yagneswaran, Brian Nutter, Jose Jeronimo, Benny Phillips, L. Rodney Long, Daron Ferris:
A probabilistic approach to segmentation and classification of neoplasia in uterine cervix images using color and geometric features. - Holger Lange:
Automatic detection of multi-level acetowhite regions in RGB color images of the uterine cervix. - Kjersti Engan, Martin Ruoff Lillo, Thor Ole Gulsrud:
Compression of digital mammograms with region-of-interest coding evaluated on a CAD system. - Hariharan G. Lalgudi, Ali Bilgin, Michael W. Marcellin, Ali Tabesh, Mariappan S. Nadar, Theodore P. Trouard:
Four-dimensional compression of fMRI using JPEG2000. - Yi Su, Richard A. Robb:
Seed image reconstruction using a template matching technique. - Junmei Zhong, Bernard Dardzinski, Scott K. Holland, Janaka P. Wansapura, Vincent Schmithorst:
Wavelet-based multiscale anisotropic diffusion for MR imaging. - Takahide Okamoto, Shigeru Furui, Hiroshi Ichiji, Shin'ya Yoshino, Jianming Lu, Takashi Yahagi:
Noise reduction in digital radiography by wavelet packet using nonlinear correlation threshold. - Oleg Tischenko, Christoph Hoeschen, Egbert Buhr:
An artifact-free structure-saving noise reduction using the correlation between two images for threshold determination in the wavelet domain. - Michela Goffredo, Maurizio Schmid, Silvia Conforto, Marco Carli, Alessandro Neri, Tommaso D'Alessio:
Coarse-to-fine markerless gait analysis based on PCA and Gauss-Laguerre decomposition. - Yong Sun Kim, Jong Beom Ra:
Improvement of ultrasound image based on wavelet transform: speckle reduction and edge enhancement.
Pattern Recognition and Neural Networks
- Volker Ahlers, Paul Weigl, Hartmut Schachtzabel:
Combining contour detection algorithms for the automatic extraction of the preparation line from a dental 3D measurement.
Poster Session I
- Thor Ole Gulsrud, Kjersti Engan, Jostein Herredsvela:
Feature extraction in digital mammograms based on optimal and morphological filtering. - Denis Fan, Abhir Bhalerao, Roland Wilson:
Comparative assessment of retinal vasculature using topological and geometric measures. - Sayan Pathak, Ed Lein, Simon Smith, David R. Haynor, Michael Hawrylycz:
Gene expression detection and expression visualization in in situ hybridized cross-sectional images of the mouse brain. - Xiao Xuan, Qing-Min Liao, Kan Jiang:
A novel decision-tree based classification of white blood cells. - Nicholas Gruszauskas, Karen Drukker, Maryellen Lissak Giger:
Character recognition and image manipulation for the clinical translation of CAD for breast ultrasound. - Lin-Ching Chang, Gustavo Kunde Rohde, Carlo Pierpaoli:
An automatic method for estimating noise-induced signal variance in magnitude-reconstructed magnetic resonance images. - Anant Madabhushi, Jayaram K. Udupa:
New methods of MR image intensity standardization via generalized scale.
Registration I: Rigid Registration
- Sang-Chul Lee, Peter Bajcsy:
Feature based registration of fluorescent LSCM imagery using region centroids.
Poster Session I
- Yvonne Alcala, Henrik Olivecrona, Lotta Olivecrona, Marilyn E. Noz, Gerald Q. Maguire Jr., Michael P. Zeleznik, Christer Sollerman:
Qualifying CT for wrist arthroplasty: extending techniques for total hip arthroplasty to total wrist arthroplasty. - Elise Nguyen, Jean Meunier, Jean-Paul Soucy, Luc Boucher, Louis Laflamme:
Localization of perfusion abnormalities in brain SPECT imaging (Honorable Mention Poster Award). - Hidenori Ue, Hideaki Haneishi, Hideyuki Iwanaga, Kazuyoshi Suga:
Motion correction for synthesis and analysis of respiratory-gated lung SPECT image.