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Computer-Aided Diagnosis 2010: San Diego, California, USA
- Nico Karssemeijer, Ronald M. Summers:
Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, California, United States, 13-18 February 2010. SPIE Proceedings 7624, SPIE 2010, ISBN 9780819480255 - Front Matter: Volume 7624. 762401
Keynote and Classifier Training
- Balathasan Giritharan, Xiaohui Yuan
:
Resampling method for balancing training data in video analysis. 762403 - Weijie Chen, Brandon D. Gallas
Training variability in the evaluation of automated classifiers. 762404
Breast Imaging
- Jingdan Zhang, Shaohua Kevin Zhou, Shelby Brunke, Carol Lowery, Dorin Comaniciu
Database-guided breast tumor detection and segmentation in 2D ultrasound images. 762405 - Georgia D. Tourassi
Perception-driven IT-CADe analysis for the detection of masses in screening mammography: initial investigation. 762406 - Yimo Tao, Shih-Chung Ben Lo, Matthew T. Freedman, Jianhua Xuan:
Joint segmentation and spiculation detection for ill-defined and spiculated mammographic masses. 762407 - Shantanu Banik, Rangaraj M. Rangayyan
Detection of architectural distortion in prior mammograms using fractal analysis and angular spread of power. 762408 - Despina Kontos, Ye Xing, Predrag R. Bakic
A comparative study of volumetric breast density estimation in digital mammography and magnetic resonance imaging: results from a high-risk population. 762409 - Jun Wei, Heang-Ping Chan
Association of a mammographic parenchymal pattern (MPP) descriptor with breast cancer risk: a case-control study. 76240A
Colon and Prostate
- Hongbin Zhu, Matthew A. Barish
Projection-based features for reducing false positives in computer-aided detection of colonic polyps in CT colonography. 76240B - Wenli Cai, Bob Liu, Hiroyuki Yoshida:
Dual-energy electronic cleansing for non-cathartic CT colonography: a phantom study. 76240C - Javed M. Aman, Jianhua Yao
Prediction of polyp histology on CT colonography using content-based image retrieval. 76240D - Shijun Wang, Jianhua Yao
Matching colonic polyps using correlation optimized warping. 76240E - Pieter C. Vos, Thomas Hambrock, Jelle O. Barentsz
Automated segmentation of reference tissue for prostate cancer localization in dynamic contrast enhanced MRI. 76240F
Retinal Imaging
- Jiang Liu
Automatic classification of pathological myopia in retinal fundus images using PAMELA. 76240G - Carla Agurto
Effects of image compression and degradation on an automatic diabetic retinopathy screening algorithm. 76240H - Meindert Niemeijer, Bram van Ginneken
Automatic determination of the artery vein ratio in retinal images. 76240I - Chisako Muramatsu, Yuji Hatanaka, Tatsuhiko Iwase, Takeshi Hara, Hiroshi Fujita:
Automated detection and classification of major retinal vessels for determination of diameter ratio of arteries and veins. 76240J - Gwenolé Quellec
Use of a twin dataset to identify AMD-related visual patterns controlled by genetic factors. 76240K
Cardiac and Vascular
- Wei Zhang, Jin Hyeong Park, Shaohua Kevin Zhou:
Auto-biometric for M-mode echocardiography. 76240L - Ivana Isgum
Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans. 76240M - Claude Kauffmann, An Tang
An hybrid CPU-GPU framework for quantitative follow-up of abdominal aortic aneurysm volume by CT angiography. 76240N - Chuan Zhou, Heang-Ping Chan
Automated segmentation and tracking of coronary arteries in cardiac CT scans: comparison of performance with a clinically used commercial software. 76240O - Melanie Ganz
MACD: an imaging marker for cardiovascular disease. 76240P
Liver and Lymph Nodes
- Oscar A. Debats, Nico Karssemeijer, Jelle O. Barentsz
Automated classification of lymph nodes in USPIO-enhanced MR-images: a comparison of three segmentation methods. 76240Q - Kenji Suzuki
CT liver volumetry using geodesic active contour segmentation with a level-set algorithm. 76240R - Moti Freiman
Multi-class SVM model for fMRI-based classification and grading of liver fibrosis. 76240S - Kongkuo Lu, William E. Higgins:
Semi-automatic central-chest lymph-node definition from 3D MDCT images. 76240T - Jiamin Liu, Jacob M. White, Ronald M. Summers:
Computer-aided lymph node detection in abdominal CT images. 76240U - Alberto Santamaría-Pang, Sandeep Dutta, Sokratis Makrogiannis
Automated liver lesion characterization using fast kVp switching dual energy computed tomography imaging. 76240V
Pulmonary Patterns
- Mohammad A. Alzubaidi
What catches a radiologist's eye? A comprehensive comparison of feature types for saliency prediction. 76240W - Thessa T. J. P. Kockelkorn, Pim A. de Jong, Hester A. Gietema, Jan C. Grutters, Mathias Prokop
Interactive annotation of textures in thoracic CT scans. 76240X - Laurens E. Hogeweg, Christian Mol, Pim A. de Jong, Bram van Ginneken
Rib suppression in chest radiographs to improve classification of textural abnormalities. 76240Y - Ravi K. Samala
Combinational feature optimization for classification of lung tissue images. 76240Z - Markus B. Huber, Mahesh Nagarajan, Gerda L. Leinsinger, Lawrence A. Ray, Axel Wismüller:
Classification of interstitial lung disease patterns with topological texture features. 762410
Lung Nodules
- Benedikt Fischer, André Brosig, Petra Welter, Christoph Grouls, Rolf W. Günther
Content-based image retrieval applied to bone age assessment. 762412 - Sergei V. Fotin, Anthony P. Reeves, Alberto M. Biancardi
Standard moments based vessel bifurcation filter for computer-aided detection of pulmonary nodules. 762413 - Lisa M. Kinnard, Marios A. Gavrielides, Kyle J. Myers, Rongping Zeng, B. Whiting, Sheng Lin-Gibson
Micro CT based truth estimation of nodule volume. 762414 - Rongping Zeng, Nicholas Petrick, Marios A. Gavrielides, Kyle J. Myers:
Approximations of noise structures in helical multi-detector CT scans: application to lung nodule volume estimation. 762415 - Stephen A. Siena, Olga Zinoveva, Daniela Raicu, Jacob Furst, Samuel G. Armato:
A shape-dependent variability metric for evaluating panel segmentations with a case study on LIDC. 762416 - Marios A. Gavrielides, Lisa M. Kinnard, Kyle J. Myers, Rongping Zeng, Nicholas Petrick:
FDA phantom CT database: a resource for the assessment of lung nodule size estimation methodologies and software development. 762417
Abdominal and Skeleton
- Marius Erdt
Computer aided segmentation of kidneys using locally shape constrained deformable models on CT images. 762419 - Raja' S. Alomari, Jason J. Corso
Automatic diagnosis of lumbar disc herniation with shape and appearance features from MRI. 76241A - Xiaoyun Yang, Faik Boray Tek
Feature selection for computer-aided polyp detection using MRMR. 76241B - Soontharee Koompairojn, Kathleen Hua, Kien A. Hua, Jintavaree Srisomboon:
Computer-aided diagnosis of lumbar stenosis conditions. 76241C
Breast MRI and Tomosynthesis
- Heang-Ping Chan
Digital breast tomosynthesis: computerized detection of microcalcifications in reconstructed breast volume using a 3D approach. 76241D - Candy P. S. Ho, Christopher E. Tromans, Julia A. Schnabel
The reconstruction of microcalcification clusters in digital breast tomosynthesis. 76241E - Lubomir M. Hadjiiski
Digital breast tomosynthesis: feasibility of automated detection of microcalcification clusters on projections views. 76241F - Mahesh B. Nagarajan, Markus B. Huber, Thomas Schlossbauer, Gerda L. Leinsinger, Axel Wismüller:
Analysis of breast lesions on contrast-enhanced magnetic resonance images using high-dimensional texture features. 76241G - Thomas Bülow, Axel Saalbach, Martin Bergtholdt, Rafael Wiemker, Hans Buurman, Lina Arbash Meinel, Gillian Newstead:
Heterogeneity of kinetic curve parameters as indicator for the malignancy of breast lesions in DCE MRI. 76241H - Jeremy Bancroft Brown
Optimization of a fuzzy C-means approach to determining probability of lesion malignancy and quantifying lesion enhancement heterogeneity in breast DCE-MRI. 76241I
Brain Image Analysis
- Yasuo Yamashita, Hidetaka Arimura, Takashi Yoshiura, Chiaki Tokunaga, Taiki Magome, Akira Monji, Tomoyuki Noguchi, Fukai Toyofuku, Masafumi Ohki, Yasuhiko Nakamura, Hiroshi Honda:
Computer-aided classification of patients with dementia of Alzheimer's type based on cerebral blood flow determined with arterial spin labeling technique. 76241J - Xintao Hu
Predictive modeling of neuroanatomic structures for brain atrophy detection. 76241K - Rémi Cuingnet, Marie Chupin, Habib Benali, Olivier Colliot
Spatial prior in SVM-based classification of brain images. 76241L - Axel Wismüller, Oliver Lange, Dorothee Auer
Model-free functional MRI analysis for detecting low-frequency functional connectivity in the human brain. 76241M - Kai-Kai Shen
Supervised method to build an atlas database for multi-atlas segmentation-propagation. 76241N
Lung Imaging
- Michael Schmidt, Jan-Martin Kuhnigk
Reproducibility of airway wall thickness measurements. 76241O - Wooram Son, Sang Joon Park, Chang Min Park, Jin Mo Goo, Jong Hyo Kim:
Automated volumetric segmentation method for computerizeddiagnosis of pure nodular ground-glass opacity in high-resolution CT. 76241P - Brad M. Keller, Anthony P. Reeves, David F. Yankelevitz, Claudia I. Henschke:
Automated quantification of pulmonary emphysema from computed tomography scans: comparison of variation and correlation of common measures in a large cohort. 76241Q - Ansh Johri, Daniel M. Schimel, Audrey Noguchi, Lewis L. Hsu
Semi-automated method to measure pneumonia severity in mice through computed tomography (CT) scan analysis. 76241R - Jens Petersen
Quantitative analysis of airway abnormalities in CT. 76241S
Posters: Abdominal
- Steffen Renisch, Roland Opfer, Rafael Wiemker:
Towards automatic determination of total tumor burden from PET images. 76241T - Masahiro Oda
Development of CAD prototype system for Crohn's disease. 76241U - Hongbin Zhu, Su Wang, Yi Fan, Hongbing Lu, Zhengrong Liang:
Eigenvalue-weighting and feature selection for computer-aided polyp detection in CT colonography. 76241V - Dimitri Racimora, Pierre-Hugues Vivier, Hersh Chandarana, Henry Rusinek:
Segmentation of polycystic kidneys from MR images. 76241W - Naoki Kamiya
A model based method for recognizing psoas major muscles in torso CT images. 76241X - Jianfei Liu, Kalpathi R. Subramanian, Terry S. Yoo:
Accurate motion parameter estimation for colonoscopy tracking using a regression method. 76241Y - Pieter Bruyninckx, Dirk Loeckx, Dirk Vandermeulen
Segmentation of liver portal veins by global optimization. 76241Z - Eiichiro Fukano, Masahiro Oda
Haustral fold registration in CT colonography and its application to registration of virtual stretched view of the colon. 762420 - Haiyong Xu, H. Donald Gage, Peter Santago:
An open source implementation of colon CAD in 3D slicer. 762421 - Ayyappa Vadlamudi, Shao-Hui Chuang, Xiaoyan Sun, Lisa H. Cazares
Prostate cancer region prediction using MALDI mass spectra. 762422 - Kenji Suzuki
Automated scheme for measuring polyp volume in CT colonography using Hessian matrix-based shape extraction and 3D volume growing. 762423
Posters: Brain
- Hidetaka Arimura, Yasuo Kawata, Yasuo Yamashita, Taiki Magome, Masafumi Ohki, Fukai Toyofuku, Yoshiharu Higashida, Kazuhiro Tsuchiya
Computerized evaluation method of white matter hyperintensities related to subcortical vascular dementia in brain MR images. 762424 - Yuzhong Shen, Debrup Banerjee, Jiang Li, Adam Chandler, Yu-Fei Shen, Frederic D. McKenzie, Jihong Wang:
Prediction of brain tumor progression using a machine learning technique. 762425 - Roxana Oana Teodorescu, Daniel Racoceanu
Parkinson's disease prediction using diffusion-based atlas approach. 762426 - Shimiao Li, Tianxia Gong, Jie Wang, Ruizhe Liu, Chew Lim Tan, Tze-Yun Leong
TBIdoc: 3D content-based CT image retrieval system for traumatic brain injury. 762427 - Qiang Wang, Amalia Charisi, Longin Jan Latecki
Shape similarity analysis of regions of interest in medical images. 762428 - Vandana Mohan, Ganesh Sundaramoorthi, Marek Kubicki, Douglas P. Terry, Allen R. Tannenbaum:
Population analysis of the cingulum bundle using the tubular surface model for schizophrenia detection. 762429 - Sa. Reed, Gökhan Ertas, Simon J. Doran, R. M. Warren, Martin O. Leach
Robustness of interactive intensity thresholding based breast density assessment in MR-mammography. 76242A
Posters: Breast
- Karen Drukker
Repeatability and classifier bias in computer-aided diagnosis for breast ultrasound. 76242B - Hui Li, Maryellen L. Giger, Li Lan, Yading Yuan, Neha Bhooshan, Olufunmilayo I. Olopade:
Effect of variable gain on computerized texture analysis on digitalized mammograms. 76242C - Aliaksei Makarau, Henkjan J. Huisman
Breast MRI intensity non-uniformity correction using mean-shift. 76242D - Xiao-Hui Wang, Sang Cheol Park, Jun Tan, Joseph K. Leader, Bin Zheng:
Improving performance and reliability of interactive CAD schemes. 76242E - Youngwoo Kim
Automated estimation of breast density on mammogram using combined information of histogram statistics and boundary gradients. 76242F - Akshay Pai, Ravi K. Samala
Similarity based false-positive reduction for breast cancer using radiographic and pathologic imaging features. 76242G - Florian Wagner, Thomas Wittenberg
Classification of mammographic masses: influence of regions used for feature extraction on the classification performance. 76242H - Matthias Elter, Christian Held:
An improved method for segmentation of mammographic masses. 76242I - Mohamed A. Alolfe, Fadhl M. Al-Akwaa, Wael A. Mohamed
Computer-aided diagnosis of digital mammography images using unsupervised clustering and biclustering techniques. 76242J - Fangqing Peng, Lihua Li, Weidong Xu, Wei Liu:
Multi-agent method for masses classification in mammogram. 76242K - Xiaohua Zhang, Ruola Ning, Jiangkun Liu:
Computer aided breast calcification auto-detection in cone beam breast CT. 76242M - Ingrid S. Reiser, S. P. Joseph, Robert M. Nishikawa
Evaluation of a 3D lesion segmentation algorithm on DBT and breast CT images. 76242N
Posters: Cardiac/Vascular
- M. S. Dinesh, Pandu R. Devarakota, Jitendra Kumar:
Automatic detection of plaques with severe stenosis in coronary vessels of CT angiography. 76242Q - Rafik Bourezak, Guy Lamouche
Automatic lumen segmentation from intravascular OCT images. 76242R - Corstiaan J. Storm, Cornelis H. Slump:
Automated myocardial perfusion from coronary x-ray angiography. 76242S - F. Ferreira, Jamshid Dehmeshki, Hamdan Amin, Mandana Ebadian Dehkordi, A. Belli, Anne-Marie Jouannic, Salah Dine Qanadli
An adaptive 3D region growing algorithm to automatically segment and identify thoracic aorta and its centerline using computed tomography angiography scans. 76242T
Posters: Lung
- Rafael Wiemker, Ekta Dharaiya, Amnon Steinberg, Thomas Bülow, Axel Saalbach, Torbjørn Vik:
Filter learning and evaluation of the computer aided visualization and analysis (CAVA) paradigm for pulmonary nodules using the LIDC-IDRI database. 76242U - Rahil Hosseini
Modeling uncertainty in classification design of a computer-aided detection system. 76242V - Jiahui Wang, Feng Li, Qiang Li:
Usefulness of texture features for segmentation of lungs with severe diffuse interstitial lung disease. 76242W - Robert D. Ambrosini, Walter G. O'Dell:
Realistic simulated lung nodule dataset for testing CAD detection and sizing. 76242X - William H. Horsthemke, Daniela Stan Raicu, Jacob D. Furst:
Predicting LIDC diagnostic characteristics by combining spatial and diagnostic opinions. 76242Y - Sang Cheol Park, Brian E. Chapman, Christopher Deible, Sean Lee, Bin Zheng:
Improving CAD performance in pulmonary embolism detection: preliminary investigation. 76242Z - Niccolò Camarlinghi
Selective reduction of CAD false-positive findings. 762430 - Grace M. Dasovich, Robert Kim, Daniela Stan Raicu, Jacob D. Furst:
A model for the relationship between semantic and content based similarity using LIDC. 762431 - Brad M. Keller, Anthony P. Reeves, R. Graham Barr, David F. Yankelevitz, Claudia I. Henschke:
Variation compensation and analysis on diaphragm curvature analysis for emphysema quantification on whole lung CT scans. 762432
Posters: Microscopy
- Shao-Hui Chuang, Xiaoyan Sun, Lisa H. Cazares
Adjacent slice prostate cancer prediction to inform MALDI imaging biomarker analysis. 762433 - Arkadiusz Gertych
Automatic recognition of abnormal cells in cytological tests using multispectral imaging. 762435 - Kamel Belkacem-Boussaid, Jeffrey W. Prescott, Gerard Lozanski, Metin N. Gurcan
Segmentation of follicular regions on H&E slides using a matching filter and active contour model. 762436
Posters: Retina
- Ngan Meng Tan, Jiang Liu
Classification of left and right eye retinal images. 762438 - Damon Wing Kee Wong
Enhancement of optic cup detection through an improved vessel kink detection framework. 762439 - Vinayak S. Joshi, Joseph M. Reinhardt
Automated measurement of retinal blood vessel tortuosity. 76243A - Robert W. LeAnder, Praveen I. Bidari, Tauseef A. Mohammed, Moumita Das, Scott E. Umbaugh:
New algorithm for detecting smaller retinal blood vessels in fundus images. 76243B - Yuji Hatanaka, Atsushi Noudo, Chisako Muramatsu, Akira Sawada, Takeshi Hara, Tetsuya Yamamoto, Hiroshi Fujita:
Vertical cup-to-disc ratio measurement for diagnosis of glaucoma on fundus images. 76243C - Li Tang, Young H. Kwon
3D reconstruction of the optic nerve head using stereo fundus images for computer-aided diagnosis of glaucoma. 76243D - Vamsi K. Ithapu, Armin Fritsche, Ariane Oppelt, Martin Westhofen, Thomas M. Deserno:
Fundus image registration for vestibularis research. 76243E - Peter Soliz, Bert Davis, Víctor Murray
Toward automatic phenotyping of retinal images from genetically determined mono- and dizygotic twins using amplitude modulation-frequency modulation methods. 76243F
Posters: Other
- Lubomir M. Hadjiiski
Interobserver variability effects on computerized volume analysis of treatment response of head and neck lesions in CT. 76243G - Jhimli Mitra, Romuald Jolivot
Source separation on hyperspectral cube applied to dermatology. 76243I - Jaesung Lee, Anthony P. Reeves:
Segmentation of individual ribs from low-dose chest CT. 76243J - Andreas Kage, Marcia Canto, Emmanuel Gorospe, Antonio Almario, Christian Münzenmayer:
A comparison of basic deinterlacing approaches for a computer assisted diagnosis approach of videoscope images. 76243K - Aurora Sáez
Segmentation and classification of dermatological lesions. 76243L - Xinjian Chen
Pathology detection on medical images based in oriented active appearance models. 76243M - William F. Sensakovic
Automated segmentation of mucosal change in rhinosinusitis patients. 76243N - Jaehan Koh, Vipin Chaudhary
Diagnosis of disc herniation based on classifiers and features generated from spine MR images. 76243O - Alexandru Duliu, Tobias Lasser
Navigated tracking of skin lesion progression with optical spectroscopy. 76243P - Eiji Takahashi, Shinsuke Saita, Yoshiki Kawata, Noboru Niki, Masako Ito, Hiromu Nishitani, Noriyuki Moriyama:
Computer aided diagnosis of osteoporosis using multi-slice CT images. 76243Q
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