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Medical Imaging: Computer-Aided Diagnosis 2012: San Diego, California, USA
- Bram van Ginneken, Carol L. Novak:
Medical Imaging 2012: Computer-Aided Diagnosis, San Diego, California, United States, 4-9 February 2012. SPIE Proceedings 8315, SPIE 2012, ISBN 9780819489647 - Front Matter: Volume 8315. 831501
Keynote and Digital Pathology
- Hatice Çinar Akakin, Hui Kong, Camille Elkins, Jessica Hemminger, Barrie Miller, Jin Ming, Elizabeth Plocharczyk, Rachel Roth, Mitchell Weinberg, Rebecca Ziegler, Gerard Lozanski, Metin N. Gurcan
:
Automated detection of cells from immunohistochemically-stained tissues: application to Ki-67 nuclei staining. 831503 - Claus Bahlmann, Amar Patel, Jeffrey Johnson, Jie Ni, Andrei Chekkoury, Parmeshwar Khurd, Ali Kamen, Leo J. Grady, Elizabeth A. Krupinski, Anna R. Graham, Ronald S. Weinstein:
Automated detection of diagnostically relevant regions in H&E stained digital pathology slides. 831504
Breast
- Tao Tan, Bram Platel, Roel Mus, Nico Karssemeijer:
Detection of breast cancer in automated 3D breast ultrasound. 831505 - Andrew R. Jamieson
Breast image feature learning with adaptive deconvolutional networks. 831506 - Shandong Wu, Susan P. Weinstein
Fully automated chest wall line segmentation in breast MRI by using context information. 831507 - Xingwei Wang, Lihua Li, Wei Liu, Weidong Xu, Dror Lederman, Bin Zheng:
Improving CAD performance by fusion of the bilateral mammographic tissue asymmetry information. 831508 - Hyun-chong Cho, Lubomir M. Hadjiiski
Interactive content-based image retrieval (CBIR) computer-aided diagnosis (CADx) system for ultrasound breast masses using relevance feedback. 831509 - Fabián Narváez
A content-based retrieval of mammographic masses using the curvelet descriptor. 83150A
Oncology
- Jiamin Liu, Jeremy Hua
Automatic detection of axillary lymphadenopathy on CT scans of untreated chronic lymphocytic leukemia patients. 83150B - Yoshiki Kawata, Noboru Niki, Hironobu Ohmatsu, Masahiko Kusumoto, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko, Noriyuki Moriyama:
Image-based computer-aided prognosis of lung cancer: predicting patient recurrent-free survival via a variational Bayesian mixture modeling framework for cluster analysis of CT histograms. 83150C - Lei Wang, Jan Hendrik Moltz, Lars Bornemann, Horst K. Hahn:
A minimally interactive method to segment enlarged lymph nodes in 3D thoracic CT images using a rotatable spiral-scanning technique. 83150D - Sina KhakAbi, Paul Wighton, Tim K. Lee, M. Stella Atkins:
Multi-level feature extraction for skin lesion segmentation in dermoscopic images. 83150E - Gregory H. Chu, Pechin Lo, Hyun J. Kim, Peiyun Lu, Bharath Ramakrishna, David Gjertson, Cheryce Poon, Martin Auerbach, Jonathan G. Goldin
Automated segmentation of tumors on bone scans using anatomy-specific thresholding. 83150F
Abdomen
- Geert J. S. Litjens
Automated computer-aided detection of prostate cancer in MR images: from a whole-organ to a zone-based approach. 83150G - Jianwu Xu, Kenji Suzuki
Maximal partial AUC feature selection in computer-aided detection of hepatocellular carcinoma in contrast-enhanced hepatic CT. 83150H - Shaolei Feng, Shaohua Kevin Zhou, Wesley Lee:
Automatic fetal weight estimation using 3D ultrasonography. 83150I - Lubomir M. Hadjiiski
Segmentation of urinary bladder in CT Urography (CTU) using CLASS. 83150J
Vascular
- Kai-Pin Tung, Wenzhe Shi, Luis Pizarro, Hiroto Tsujioka, Haiyan Wang, Ricardo Guerrero, Ranil De Silva, Philip Eddie Edwards, Daniel Rueckert
Automatic detection of coronary stent struts in intravascular OCT imaging. 83150K - Ancong Wang
A robust automated method to detect stent struts in 3D intravascular optical coherence tomographic image sequences. 83150L - Elisa Veronese, Enea Poletti, Erich Cosmi, Enrico Grisan
Estimation of prenatal aorta intima-media thickness in ultrasound examination. 83150M - Chuan Zhou, Heang-Ping Chan
Pulmonary vessel segmentation utilizing curved planar reformation and optimal path finding (CROP) in computed tomographic pulmonary angiography (CTPA) for CAD applications. 83150N - Eranga Ukwatta
Three-dimensional semi-automated segmentation of carotid atherosclerosis from three-dimensional ultrasound images. 83150O
Lung
- Eva M. van Rikxoort, Pim A. de Jong, O. M. Mets, Bram van Ginneken
Automatic classication of pulmonary function in COPD patients using trachea analysis in chest CT scans. 83150P - C. Chen, Lauge Sørensen
Towards exaggerated emphysema stereotypes. 83150Q - Bharath Ramakrishna, Matthew S. Brown, Jonathan G. Goldin
An improved automatic computer aided tube detection and labeling system on chest radiographs. 83150R - Rina Dewi Rudyanto, Mario Ceresa
Detecting airway remodeling in COPD and emphysema using low-dose CT imaging. 83150S - Wei Guo, Qiang Li, Sarah J. Boyce, H. Page McAdams, Junji Shiraishi, Kunio Doi, Ehsan Samei:
Computerized scheme for lung nodule detection in multi-projection chest radiography. 83150T - Tobias Heimann, Monika Eichinger, Grzegorz Bauman
Automated scoring of regional lung perfusion in children from contrast enhanced 3D MRI. 83150U
Colon
- Jianwu Xu, Kenji Suzuki
Computer-aided detection of polyps in CT colonography by means of AdaBoost. 83150V - Sebastian Gross, Stephan Palm, Jens J. W. Tischendorf, Alexander Behrens, Christian Trautwein, Til Aach:
Automated classification of colon polyps in endoscopic image data. 83150W - Hongbin Zhu, Matthew A. Barish
Automatic colonic fold segmentation for computed tomography colonography. 83150X - Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida:
Automated detection of colorectal lesions with dual-energy CT colonography. 83150Y - Zhuoshi Wei, Jianhua Yao
Computer-aided marginal artery detection on computed tomographic colonography. 83150Z
Musculoskeletal
- Darko Stern
Automatic measurement of vertebral body deformations in CT images based on a 3D parametric model. 831510 - Brandon Miles, Max W. K. Law, Ismail Ben Ayed, Gregory J. Garvin
Pixel level image fusion for medical imaging: an energy minimizing approach. 831511 - Tatjana Wiese, Jianhua Yao
Detection of sclerotic bone metastases in the spine using watershed algorithm and graph cut. 831512 - Michael Wels, B. Michael Kelm, Alexey Tsymbal, Matthias Hammon
Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control. 831513 - Mathias M. Adankon, Jean Dansereau, Stefan Parent
Scoliosis curve type classification using kernel machine from 3D trunk image. 831514
Digital Pathology I
- Andrei Chekkoury, Parmeshwar Khurd, Jie Ni, Claus Bahlmann, Ali Kamen, Amar Patel, Leo J. Grady, Maneesh Singh, Martin Groher, Nassir Navab, Elizabeth A. Krupinski, Jeffrey Johnson, Anna R. Graham, Ronald S. Weinstein:
Automated malignancy detection in breast histopathological images. 831515
Digital Pathology II
- Basak Oztan, Hui Kong, Metin Nafi Gürcan
Follicular lymphoma grading using cell-graphs and multi-scale feature analysis. 831516 - David Friedrich, Matthias Brozio, André A. Bell, Stefan Biesterfeld, Alfred Böcking, Til Aach:
Nucleus fingerprinting for the unique identification of Feulgen-stained nuclei. 831517
Novel Applications
- Yi Wu, Fangfang Xie, Jie Yang, Erkang Cheng, Vasileios Megalooikonomou, Haibin Ling:
Computer aided periapical lesion diagnosis using quantized texture analysis. 831518 - Diana Wald, Birgit Teucher, Julien Dinkel, Rudolf Kaaks, Stefan Delorme
Automated quantification of adipose and skeletal muscle tissue in whole-body MRI data for epidemiological studies. 831519 - Philip Walter Mewes, Peter Rennert, Aleksandar Lj. Juloski, Alain Lalande, Elli Angelopoulou, Rainer Kuth, Joachim Hornegger:
Semantic and topological classification of images in magnetically guided capsule endoscopy. 83151A - H. Yu, E. Simon Barriga, Carla Agurto
Fast vessel segmentation in retinal images using multi-scale enhancement and second-order local entropy. 83151B - Vinayak S. Joshi, Mona Kathryn Garvin, Joseph M. Reinhardt
Automated artery-venous classification of retinal blood vessels based on structural mapping method. 83151C
Cardiac and Neuro
- Daniel Perry, Alan Morris, Nathan Burgon, Christopher McGann, Robert S. MacLeod, Joshua Cates
Automatic classification of scar tissue in late gadolinium enhancement cardiac MRI for the assessment of left-atrial wall injury after radiofrequency ablation. 83151D - Jin Hyeong Park, Shaolei Feng, Shaohua Kevin Zhou:
Automatic computation of 2D cardiac measurements from B-mode echocardiography. 83151E - Haiyong Xu, Mingna Zheng, Yanhua Yang, John Jeffrey Carr
Coronary artery remodeling in non-contrast CT images. 83151F - Chin-Ann Yang, Mostafa Kaveh, Bradley J. Erickson:
Cluster-based differential features to improve detection accuracy of focal cortical dysplasia. 83151G - Natasha Leporé, Fernando Yepes
Template-based tractography for clinical neonatal diffusion imaging data. 83151H - Clemens M. Hentschke, Oliver Beuing, Rosa Nickl
Detection of cerebral aneurysms in MRA, CTA and 3D-RA data sets. 83151I
Poster Session: Abdomen
- Rachel Sparks
Gleason grading of prostate histology utilizing manifold regularization via statistical shape model of manifolds. 83151J - Robert Toth, Jonathan Chappelow, Christoph Vetter, Oliver Kutter, Christoph Russ, Michael D. Feldman, John Tomaszewski, Natalie Shih, Anant Madabhushi
Incorporating the whole-mount prostate histology reconstruction program Histostitcher into the extensible imaging platform (XIP) framework. 83151K - Hao Zhang, Lihong Li, Hongbin Zhu, Qin Lin, Donald P. Harrington, Zhengrong Liang:
An integrated electronic colon cleansing for CT colonoscopy via MAP-EM segmentation and scale-based scatter correction. 83151L - Tomoaki Suito, Masahiro Oda
Automated incision line determination for virtual unfolded view generation of the stomach from 3D abdominal CT images. 83151M - Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo:
A phantom design for validating colonoscopy tracking. 83151N - Andreas Kage, Wolfgang Legal, Peter Kelm, Jörg Simon, Tobias Bergen, Christian Münzenmayer, Michaela Benz
Automatic segmentation of lesions for the computer-assisted detection in fluorescence urology. 83151O - Shuntaro Yui, Junichi Miyakoshi, Kazuki Matsuzaki, Toshiyuki Irie, Ryo Kurazume
Size-adaptive hepatocellular carcinoma detection from 3D CT images based on the level set method. 83151P - Yixiao Zhou, Yan Huang, Haibin Ling, Jingliang Peng:
Medical image retrieval based on texture and shape feature co-occurrence. 83151Q - Fabio Martínez, Oscar Acosta
Local jet features and statistical models in a hybrid Bayesian framework for prostate estimation in CBCT images. 83151R - Matthew T. McKenna
Computer vision approach to detect colonic polyps in computed tomographic colonography. 83151S - Weidong Zhang, Jiamin Liu, Jianhua Yao
Computer-aided mesenteric small vessel segmentation on high-resolution 3D contrast-enhanced CT angiography scans. 83151T - Bulat Ibragimov, Bostjan Likar, Franjo Pernus, Tomaz Vrtovec
Automated measurement of anterior and posterior acetabular sector angles. 83151U
Poster Session: Bone
- Dirk-Jan Kroon, Przemyslaw Kowalski, Wojciech Tekieli, Els Reeuwijk, Daniel Saris, Cornelis H. Slump:
MRI based knee cartilage assessment. 83151V - Markus B. Huber, Chien-Chun Yang, Julio Carballido-Gamio, Jan S. Bauer, Thomas Baum
Predicting the biomechanical strength of proximal femur specimens with bone mineral density features and support vector regression. 83151W - Jianhua Yao
Quantitative vertebral compression fracture evaluation using a height compass. 83151X
Poster Session: Breast
- Songhua Xu, Georgia D. Tourassi
A novel local learning based approach with application to breast cancer diagnosis. 83151Y - Dae Hoe Kim, Jae Young Choi, Seon Hyeong Choi, Yong Man Ro
Mammographic enhancement with combining local statistical measures and sliding band filter for improved mass segmentation in mammograms. 83151Z - Erting Ke, Wei Liu, Weidong Xu, Lihua Li, Bin Zheng, Juan Zhang, Lingnan Zhang:
Perceptual mass segmentation using eye-tracking and seed-growing. 831520 - Jayasree Chakraborty, Rangaraj M. Rangayyan
Detection of architectural distortion in prior mammograms using statistical measures of orientation of texture. 831521 - Carolina Yukari Veludo Watanabe
A CAD system based on complex networks theory to characterize mass in mammograms. 831522 - Pengfei Lu, Wei Liu, Weidong Xu, Lihua Li, Bin Zheng, Juan Zhang, Lingnan Zhang:
Multi-instance learning for mass retrieval in digitized mammograms. 831523 - Raja' S. Alomari, Subarna Ghosh, Vipin Chaudhary
Local binary patterns for stromal area removal in histology images. 831524 - Ahmed Bilal Ashraf, Lilie Lin, Sara C. Gavenonis, Carolyn Mies, Eric Xanthopoulos, Despina Kontos:
Predicting axillary lymph node metastasis from kinetic statistics of DCE-MRI breast images. 831525 - Xiangying Wu, Weidong Xu, Lihua Li, Wei Liu, Bin Zheng:
A multi-scale approach to mass segmentation using graph cuts. 831526 - Thomas M. Deserno, Michael Soiron, Júlia E. E. de Oliveira, Arnaldo de Albuquerque Araújo:
Computer-aided diagnostics of screening mammography using content-based image retrieval. 831527 - Hyun-chong Cho, Lubomir M. Hadjiiski
A similarity study between the query mass and retrieved masses using decision tree content-based image retrieval (DTCBIR) CADx system for characterization of ultrasound breast mass images. 831528 - Yeong Kyeong Seong, Moon Ho Park, Eun Young Ko, Kyoung-Gu Woo:
Automatic tumor detection in the constrained region for ultrasound breast CAD. 831529 - Heba Z. Al-Lahham, Raja' S. Alomari, Hazem Hiary
Automating proliferation rate estimation from Ki-67 histology images. 83152A - Jae Young Choi, Dae Hoe Kim, Seon Hyeong Choi, Yong Man Ro
Multiresolution Local Binary Pattern texture analysis for false positive reduction in computerized detection of breast masses on mammograms. 83152B - H. Kuo, Maryellen L. Giger
Evaluation of stopping criteria for level set segmentation of breast masses in contrast-enhanced dedicated breast CT. 83152C - Jun Wei, Heang-Ping Chan
Computer-aided detection of microcalcifications in digital breast tomosynthesis (DBT): a multichannel signal detection approach on projection views. 83152D - Shonket Ray, Nicolas D. Prionas, Karen K. Lindfors, John M. Boone:
Analysis of breast CT lesions using computer-aided diagnosis: an application of neural networks on extracted morphologic and texture features. 83152E
Poster Session: Cardiovascular
- Vipin Gupta, Amit Kale, Hari Sundar:
A robust and accurate approach to automatic blood vessel detection and segmentation from angiography x-ray images using multistage random forests. 83152F - Shahryar Karimi-Ashtiani, Reza Arsanjani
Automated detection of contractile abnormalities from stress-rest motion changes. 83152G - Xin Yang, Jiaoying Jin, Wanji He, Ming Yuchi
Segmentation of the common carotid artery with active shape models from 3D ultrasound images. 83152H - Jing Wu, Gordon Ferns, John Giles, Emma Lewis:
A fully automated multi-modal computer aided diagnosis approach to coronary calcium scoring of MSCT images. 83152I - Martin Koch, Alexander Brost, Atilla P. Kiraly, Norbert Strobel, Joachim Hornegger:
Post-procedural evaluation of catheter contact force characteristics. 83152J
Poster Session: Dental
- Tatsuro Hayashi, Takuya Matsumoto, Tsuyoshi Sawagashira, Motoki Tagami, Akitoshi Katsumata
A new screening pathway for identifying asymptomatic patients using dental panoramic radiographs. 83152K - Takuya Matsumoto, Tatsuro Hayashi, Takeshi Hara, Akitoshi Katsumata
Automated scheme for measuring mandibular cortical thickness on dental panoramic radiographs for osteoporosis screening. 83152L - Yi Wu, Fangfang Xie, Jie Yang, Erkang Cheng, Vasileios Megalooikonomou, Haibin Ling:
Automatic detection of apical roots in oral radiographs. 83152M - Peter Usenik, Miran Bürmen, Ales Fidler
Improved classification and visualization of healthy and pathological hard dental tissues by modeling specular reflections in NIR hyperspectral images. 83152N
Poster Session: Eye
- Di Xiao, Shaun Frost
Retinal image enhancement and registration for the evaluation of longitudinal changes. 83152O
Poster Session: Lung
- Yanhui Guo, Chuan Zhou, Heang-Ping Chan
Automatic seed point identification and main artery segmentation for pulmonary vascular tree segmentation and tracking in computed tomographic pulmonary angiography (CTPA). 83152P - Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai
Active relearning for robust supervised classification of pulmonary emphysema. 83152Q - Benjamin L. Odry, Atilla P. Kiraly, Carol L. Novak, David P. Naidich:
Comparison of analysis methods for airway quantification. 83152R - Shih-Chung Ben Lo, Matthew T. Freedman:
Changes of nodule detection after radiologists read bone opacity suppressed chest radiography. 83152S - Julip Jung, Helen Hong, Jin Mo Goo:
Automatic segmentation of ground-glass opacity nodule on chest CT images by histogram modeling and local contrast. 83152T - Xingwei Wang, XiaoFei Song, Brian E. Chapman, Bin Zheng:
Improving performance of computer-aided detection of pulmonary embolisms by incorporating a new pulmonary vascular-tree segmentation algorithm. 83152U - Atsushi Teramoto, Hiroshi Fujita, Yoya Tomita, Katsuaki Takahashi, Osamu Yamamuro, Tsuneo Tamaki:
Pulmonary nodule detection in PET/CT images: improved approach using combined nodule detection and hybrid FP reduction. 83152V - Brianna Knoll, Alexandra R. Cunliffe, Hania A. Al-Hallaq
Investigating the dose dependence of median pixel value in CT lung images of patients undergoing stereotactic body radiation therapy. 83152W - Padmapriya Jayamani, Sushravya Raghunath, Srinivasan Rajagopalan, Ronald A. Karwoski, Brian J. Bartholmai
Effect of denoising on supervised lung parenchymal clusters. 83152X - Ashis Kumar Dhara, Sudipta Mukhopadhyay
A hybrid preprocessing method using geometry based diffusion and elective enhancement filtering for pulmonary nodule detection. 83152Y - Catalin I. Fetita, Kuang-Che Chang-Chien, Pierre-Yves Brillet
Idiopathic interstitial pneumonias and emphysema: detection and classification using a texture-discriminative approach. 83152Z - Srinivasan Rajagopalan, Ronald A. Karwoski, Sushravya Raghunath, Brian J. Bartholmai
Automating the expert consensus paradigm for robust lung tissue classification. 831530 - Walter G. O'Dell:
Automatic segmentation of tumor-laden lung volumes from the LIDC database. 831531 - Payel Ghosh, Sameer K. Antani
Unsupervised segmentation of lungs from chest radiographs. 831532 - Eiji Takahashi, Yoshiki Kawata, Noboru Niki, Yasutaka Nakano, Masafumi Harada, Noriyuki Moriyama:
Computer aided diagnosis for osteoporosis based on vertebral column structure analysis. 831533 - Min Zhang, Xiangrong Zhou, Satoshi Goshima, Huayue Chen
An application to pulmonary emphysema classification based on model of texton learning by sparse representation. 831534 - Suicheng Gu, Qingfeng Zheng, Jill M. Siegfried, Jiantao Pu:
Robust pulmonary lobe segmentation against incomplete fissures. 831535 - Lakshminarasimhan Raghupathi, Pandu R. Devarakota, Matthias Wolf:
An intelligent pre-processing framework for standardizing medical images for CAD and other post-processing applications. 831536 - Kerry A. Seitz
Learning lung nodule similarity using a genetic algorithm. 831537 - Bin Chen, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
Automatic segmentation of solitary pulmonary nodules based on local intensity structure analysis and 3D neighborhood features in 3D chest CT images. 831538 - Hong Wu, Nima Tajbakhsh, Wenzhe Xue, Jianming Liang
Self-adaptive asymmetric on-line boosting for detecting anatomical structures. 831539 - Mohammad A. Alzubaidi
A novel semi-transductive learning framework for efficient atypicality detection in chest radiographs. 83153A - Yukitaka Nimura, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
Lung lobe segmentation based on statistical atlas and graph cuts. 83153B
Poster Session: Microscopy and Histopathology
- Anthony P. Reeves, Eric J. Seibel, Michael G. Meyer, Tatiyana V. Apanasovich, Alberto M. Biancardi
Nuclear cytoplasmic cell evaluation from 3D optical CT microscope images. 83153C - David Friedrich, Joschka zur Jacobsmühlen
Detection of immunocytological markers in photomicroscopic images. 83153D - Ajay Divekar, Corina Pangilinan, Gerrit Coetzee, Tarlochan Sondh, Yuan Ming Fleming Lure, Sean Kennedy:
Automated detection of tuberculosis on sputum smeared slides using stepwise classification. 83153E - Yahui Peng, Yulei Jiang, Vladimir M. Liarski
Computerized image analysis of cell-cell interactions in human renal tissue by using multi-channel immunoflourescent confocal microscopy. 83153F
Poster Session: Neuro
- Zein Salah, David Weise, Bernhard Preim
Navigation-supported diagnosis of the substantia nigra by matching midbrain sonography and MRI. 83153G - Alain Lebret
Quantification of the cerebrospinal fluid from a new whole body MRI sequence. 83153H - Amanda Wert, Sherry E. Scott:
A new approach to measuring tortuosity. 83153I - Shaheen Ahmed, Khan M. Iftekharuddin:
Multiclass feature selection for improved pediatric brain tumor segmentation. 83153J - Rita Lopes Simões, Cornelis H. Slump, Christoph Moenninghoff, Isabel Wanke, Martha Dlugaj, Christian Weimar:
Automatic histogram-based segmentation of white matter hyperintensities using 3D FLAIR images. 83153K
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