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Computer-Aided Diagnosis 2014: San Diego, California, USA
- Stephen R. Aylward, Lubomir M. Hadjiiski:
Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, California, United States, 15-20 February 2014. SPIE Proceedings 9035, SPIE 2014, ISBN 9780819498281 - Front Matter: Volume 9035. 903501
Head, Neck, and Novel Methods
- Anne Luchtenberg, Rita Lopes Simões, Anne-Marie van Cappellen van Walsum, Cornelis H. Slump:
Early detection of Alzheimer's disease using histograms in a dissimilarity-based classification framework. 903502 - Syed M. S. Reza, Khan M. Iftekharuddin:
Multi-fractal texture features for brain tumor and edema segmentation. 903503 - Oskar Maier
, Matthias Wilms, Janina von der Gablentz, Ulrike Krämer, Heinz Handels
Ischemic stroke lesion segmentation in multi-spectral MR images with support vector machine classifiers. 903504 - Songyuan Wang, Guopeng Zhang, Qimei Liao, Junying Zhang, Chun Jiao, Hongbing Lu:
A ROC-based feature selection method for computer-aided detection and diagnosis. 903505 - Varvara Nika, Paul S. Babyn, Hongmei Zhu:
Change detection of medical images using dictionary learning techniques and PCA. 903506 - Mohammad Faizal Ahmad Fauzi
Segmentation and automated measurement of chronic wound images: probability map approach. 903507
Prostate and Colon I
- Yahui Peng, Yulei Jiang, Aytekin Oto:
Reference-tissue correction of T2-weighted signal intensity for prostate cancer detection. 903508 - Shoshana B. Ginsburg, Mirabela Rusu, John Kurhanewicz, Anant Madabhushi
Computer extracted texture features on T2w MRI to predict biochemical recurrence following radiation therapy for prostate cancer. 903509 - Qinquan Gao, Tong Tong, Daniel Rueckert
Multi-atlas propagation via a manifold graph on a database of both labeled and unlabeled images. 90350A - Huafeng Wang, Lihong C. Li, Hao Han, Hao Peng, Bowen Song, Xinzhou Wei, Zhengrong Liang:
Automated polyp measurement based on colon structure decomposition for CT colonography. 90350B - Bowen Song, Guopeng Zhang, Hongbing Lu, Huafeng Wang, Fangfang Han, Wei Zhu, Zhengrong Liang:
An improved high order texture features extraction method with application to pathological diagnosis of colon lesions for CT colonography. 90350C
Vessels, Heart, and Eye I
- Richard D. Clark, Daniel J. Dickrell, David L. Meadows:
An image-based software tool for screening retinal fundus images using vascular morphology and network transport analysis. 90350D - Jelmer M. Wolterink
An automatic machine learning system for coronary calcium scoring in clinical non-contrast enhanced, ECG-triggered cardiac CT. 90350E - Yiting Xie, Matthew D. Cham, Claudia I. Henschke, David F. Yankelevitz, Anthony P. Reeves:
Automated coronary artery calcification detection on low-dose chest CT images. 90350F - Zhihong Hu, Gérard G. Medioni, Matthias Hernandez, SriniVas R. Sadda:
Supervised pixel classification for segmenting geographic atrophy in fundus autofluorescene images. 90350G
Lung, Chest, and Abdomen I
- Kraisorn Chaisaowong, Thomas Kraus:
Detection, modeling and matching of pleural thickenings from CT data towards an early diagnosis of malignant pleural mesothelioma. 90350I - Monica M. S. Matsumoto, Niha G. Beig
Automatic localization of IASLC-defined mediastinal lymph node stations on CT images using fuzzy models. 90350J - Zhimin Huo, Hongda Mao, Jane Zhang, Anne-Marie Sykes, Samson Munn, John Wandtke:
Computer-aided detection of malpositioned endotracheal tubes in portable chest radiographs. 90350K - Pedro L. Rodrigues, António H. J. Moreira
Artificial neural networks for automatic modelling of the pectus excavatum corrective prosthesis. 90350L - Jiamin Liu, Jocelyn Zhao, Joanne Hoffman, Jianhua Yao
Mediastinal lymph node detection on thoracic CT scans using spatial prior from multi-atlas label fusion. 90350M - Qian Zhao, Nabile M. Safdar, Glenna Yu, Emmarie Myers, Anthony Sandler
Estimation of cartilaginous region in noncontrast CT of the chest. 90350N
Vessels, Heart, and Eye II
- Akram Belghith, Christopher Bowd
A joint estimation detection of Glaucoma progression in 3D spectral domain optical coherence tomography optic nerve head images. 90350O - Yiting Xie, Yu Maw Htwe, Jennifer Padgett, Claudia I. Henschke, David F. Yankelevitz, Anthony P. Reeves:
Automated aortic calcification detection in low-dose chest CT images. 90350P - Lei Wang, Christian Hansen
Segmentation and separation of venous vasculatures in liver CT images. 90350Q - Jun Wei, Chuan Zhou, Heang-Ping Chan
Computerized luminal analysis for detection of non-calcified plaques in coronary CT angiography. 90350R - Mark A. Christopher, Li Tang, John H. Fingert
Automated discovery of structural features of the optic nerve head on the basis of image and genetic data. 90350S
Breast I
- Wenqing Sun, Tzu-Liang Tseng, Bin Zheng, Fleming Lure, Teresa Wu, Giulio Francia, Sergio Cabrera, Jianying Zhang, Miguel Vélez-Reyes
Using undiagnosed data to enhance computerized breast cancer analysis with a three stage data labeling method. 90350T - Luan Jiang, Yanyun Lian, Yajia Gu, Xiaoxin Hu, Qiang Li:
Fully automated segmentation of whole breast in MR images by use of dynamic programming. 90350W - Majid Mahrooghy, Ahmed Bilal Ashraf, Dania Daye
Sparse representation of multi parametric DCE-MRI features using K-SVD for classifying gene expression based breast cancer recurrence risk. 90350X - Ravi K. Samala
Digital breast tomosynthesis: effects of projection-view distribution on computer-aided detection of microcalcification clusters. 90350Y
Prostate and Colon II
- Weidong Zhang, Jiamin Liu, Jianhua Yao
Reducing false positives of small bowel segmentation on CT scans by localizing colon regions. 90350Z - Hao Peng, Lihong C. Li, Huafeng Wang, Hao Han, Perry J. Pickhardt, Zhengrong Liang:
An adaptive approach to centerline extraction for CT colonography using MAP-EM segmentation and distance field. 903510 - Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, S. Larry Goldenberg, Mehdi Moradi:
Improved parameter extraction and classification for dynamic contrast enhanced MRI of prostate. 903511 - Geert J. S. Litjens
Distinguishing prostate cancer from benign confounders via a cascaded classifier on multi-parametric MRI. 903512 - Mirabela Rusu, John Kurhanewicz, Ashutosh Tewari, Anant Madabhushi
A prostate MRI atlas of biochemical failures following cancer treatment. 903513
Musculoskeletal and Miscellaneous
- Enrico Grisan
Dynamic automated synovial imaging (DASI) for differential diagnosis of rheumatoid arthritis. 903514 - Chuan Zhou, Heang-Ping Chan
Automated identification of spinal cord and vertebras on sagittal MRI. 903515 - Bilwaj Gaonkar, Shu Liao, Gerardo Hermosillo, Yiqiang Zhan:
Adaptive geodesic transform for segmentation of vertebrae on CT images. 903516 - Isaac Castro-Mateos, José María Pozo
2D segmentation of intervertebral discs and its degree of degeneration from T2-weighted magnetic resonance images. 903517 - Hamidreza Farhidzadeh, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Meera Raghavan, Robert A. Gatenby:
Prediction of treatment response and metastatic disease in soft tissue sarcoma. 903518 - Avi Ben-Cohen, Idit Diamant, Eyal Klang, Michal Amitai, Hayit Greenspan:
Automatic detection and segmentation of liver metastatic lesions on serial CT examinations. 903519
Breast II
- Rafael Wiemker, Dominik Kutra, Harald S. Heese, Thomas Bülow:
Identification of corresponding lesions in multiple mammographic views using star-shaped iso-contours. 90351A - Thijs Kooi, Nico Karssemeijer:
Boosting classification performance in computer aided diagnosis of breast masses in raw full-field digital mammography using processed and screen film images. 90351B - Pavel Kisilev, Sharbell Y. Hashoul, Eugene Walach, Asaf Tzadok:
Lesion classification using clinical and visual data fusion by multiple kernel learning. 90351C - Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos:
Breast density and parenchymal texture measures as potential risk factors for estrogen-receptor positive breast cancer. 90351D - Baek Hwan Cho, Yeong Kyeong Seong, Junghoe Kim, Zhihua Liu, Zhihui Hao, Eun Young Ko, Kyoung-Gu Woo:
Ultrasound breast lesion segmentation using adaptive parameters. 90351E
Lung, Chest, and Abdomen II
- Kenny H. Cha
Comparison of CLASS and ITK-SNAP in segmentation of urinary bladder in CT urography. 90351F - Kevin M. Cherry, Shijun Wang, Evrim B. Turkbey, Ronald M. Summers:
Abdominal lymphadenopathy detection using random forest. 90351G - Ling Ma, Xiabi Liu, Li Song, Yu Liu, Chunwu Zhou, Xinming Zhao, Yanfeng Zhao:
A new classifier fusion method based on confusion matrix and classification confidence for recognizing common CT imaging signs of lung diseases. 90351H - Colin Jacobs
Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis. 90351I - Jaime Melendez, Clara I. Sánchez, Rick H. H. M. Philipsen, Pragnya Maduskar, Bram van Ginneken
Multiple-instance learning for computer-aided detection of tuberculosis. 90351J - Aria Pezeshk, Berkman Sahiner, Rongping Zeng, Adam Wunderlich, Weijie Chen, Nicholas Petrick:
Seamless insertion of real pulmonary nodules in chest CT exams. 90351K
Poster Session: Breast
- Seung Yeon Shin, Soochahn Lee, Il Dong Yun:
Classification based micro-calcification detection using discriminative restricted Boltzmann machine in digitized mammograms. 90351L - Kongkuo Lu, Christopher S. Hall:
Automatic ultrasound image enhancement for 2D semi-automatic breast-lesion segmentation. 90351M - Simranjit Kaur, Vipul Sharma, Sukhwinder Singh
A content based framework for mass retrieval in mammograms. 90351N - Karem D. Marcomini, Antonio A. O. Carneiro
Development of a computer tool to detect and classify nodules in ultrasound breast images. 90351O - Maxine Tan, Jiantao Pu, Bin Zheng:
A new mass classification system derived from multiple features and a trained MLP model. 90351P - Yan Nei Law, Monica Keiko Lieng, Jingmei Li
Automated breast tissue density assessment using high order regional texture descriptors in mammography. 90351Q - Victor Pomponiu, Harishwaran Hariharan, Bin Zheng, David Gur:
Improving breast mass detection using histogram of oriented gradients. 90351R - Hannah Kim, Helen Hong:
Detection of the nipple in automated 3D breast ultrasound using coronal slab-average-projection and cumulative probability map. 90351S - José M. Celaya-Padilla
Bilateral image subtraction features for multivariate automated classification of breast cancer risk. 90351T - Karen Drukker
Roles of biologic breast tissue composition and quantitative image analysis of mammographic images in breast tumor characterization. 90351U - Baishali Chaudhury, Lawrence O. Hall, Dmitry B. Goldgof, Robert A. Gatenby, Robert J. Gillies, Jennifer S. Drukteinis:
New method for predicting estrogen receptor status utilizing breast MRI texture kinetic analysis. 90351V - Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
Exploring perceptually similar cases with multi-dimensional scaling. 90351W - Shonket Ray, Jae Y. Choi, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos:
Application of computer-extracted breast tissue texture features in predicting false-positive recalls from screening mammography. 90351X - Tao Tan, Jan van Zelst, Wei Zhang, Ritse M. Mann, Bram Platel, Nico Karssemeijer:
Chest-wall segmentation in automated 3D breast ultrasound images using thoracic volume classification. 90351Y - Cristina Gallego-Ortiz, Anne L. Martel
Classification of breast lesions presenting as mass and non-mass lesions. 90351Z
Poster Session: Head, Neck, and Novel
- Soo Kng Teo, Yi Su, Ru San Tan
Computer-based assessment of left ventricular regional ejection fraction in patients after myocardial infarction. 903520 - Chisako Muramatsu, Ryo Takahashi, Takeshi Hara, Tatsuro Hayashi, Akitoshi Katsumata
Toward early diagnosis of arteriosclerotic diseases: collaborative detection of carotid artery calcifications by computer and dentists on dental panoramic radiographs. 903521 - Mao-Hu Zhu, Nan-Feng Jie, Tianzi Jiang:
Automatic classification of schizophrenia using resting-state functional language network via an adaptive learning algorithm. 903522 - Hitoshi Iyatomi, Jun Hashimoto, Fumuhito Yoshii, Toshiki Kazama, Shuichi Kawada, Yutaka Imai:
Accurate discrimination of Alzheimer's disease from other dementia and/or normal subjects using SPECT specific volume analysis. 903523 - Fernando Yepes-Calderon, Fabian Pedregosa, Bertrand Thirion, Yalin Wang
Automatic pathology classification using a single feature machine learning support - vector machines. 903524 - Antonio Martínez-Torteya, Juan Rodríguez-Rojas, José M. Celaya-Padilla
MRI signal and texture features for the prediction of MCI to Alzheimer's disease progression. 903526 - Adam J. Fairfield, Jonathan Plasencia
Volume curtaining: a focus+context effect for multimodal volume visualization. 903527 - Le Lu
Multilevel image recognition using discriminative patches and kernel covariance descriptor. 903528 - Theodore C. Marentis, Lubomir M. Hadjiiski, Amrita R. Chaudhury, Lucas Rondon, Nikolaos Chronis
Surgical retained foreign object (RFO) prevention by computer aided detection (CAD). 903529 - Jon J. Camp, Dennis P. Hanson
Quantitative characterization of brain β-amyloid using a joint PiB/FDG PET image histogram. 90352A - Pallavi Tiwari, Prateek Prasanna
Texture descriptors to distinguish radiation necrosis from recurrent brain tumors on multi-parametric MRI. 90352B
Poster Session: Lung, Chest, and Abdomen
- Fangfang Han, Huafeng Wang, Bowen Song, Guopeng Zhang, Hongbing Lu, William Moore, Zhengrong Liang, Hong Zhao:
Efficient 3D texture feature extraction from CT images for computer-aided diagnosis of pulmonary nodules. 90352C - Hao Han, Lihong Li, Huafeng Wang, Hao Zhang, William Moore, Zhengrong Liang:
A novel computer-aided detection system for pulmonary nodule identification in CT images. 90352D - Changyong Heo, Jong Hyo Kim:
Comparison of biophysical factors influencing on emphysema quantification with low-dose CT. 90352E - Y. Fukuoka, Yoshiki Kawata, Noboru Niki, Keiji Umetani, Yasutaka Nakano, Hironobu Ohmatsu, Noriyuki Moriyama, Harumi Itoh:
Microstructure analysis of the secondary pulmonary lobules by 3D synchrotron radiation CT. 90352F - Jatindra Kumar Dash
Wavelet based rotation invariant texture feature for lung tissue classification and retrieval. 90352G - S. P. Rabbani, Pragnya Maduskar, Rick H. H. M. Philipsen, Laurens Hogeweg, Bram van Ginneken
Effect of image variation on computer-aided detection systems. 90352H - Catalin I. Fetita, Pierre-Yves Brillet
3D mapping of airway wall thickening in asthma with MSCT: a level set approach. 90352I - Ronnarit Cheirsilp, Rebecca Bascom, Thomas W. Allen, William E. Higgins:
3D intrathoracic region definition and its application to PET-CT analysis. 90352J - Marina Asherov, Idit Diamant, Hayit Greenspan:
Lung texture classification using bag of visual words. 90352K - Joshua K. Y. Swee, Clare Sheridan, Elza de Bruin, Julian Downward
Automated segmentation of murine lung tumors in x-ray micro-CT images. 90352L - Hidenobu Suzuki, Mikio Matsuhiro, Yoshiki Kawata, Noboru Niki, Yasutaka Nakano, Hironobu Ohmatsu, Masahiko Kusumoto, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko, Noriyuki Moriyama:
Longitudinal follow-up study of smoking-induced emphysema progression in low-dose CT screening of lung cancer. 90352M - Yoshiki Kawata, Noboru Niki, Hironobu Ohmatsu, M. Satake, Masahiko Kusumoto, Takaaki Tsuchida, Keiju Aokage, Kenji Eguchi, Masahiro Kaneko, Noriyuki Moriyama:
Potential usefulness of a topic model-based categorization of lung cancers as quantitative CT biomarkers for predicting the recurrence risk after curative resection. 90352N - Jing Liu, Qiang Li:
Computerized organ localization in abdominal CT volume with context-driven generalized Hough transform. 90352O - Kenny H. Cha
Segmentation of urinary bladder in CT urography (CTU) using CLASS with enhanced contour conjoint procedure. 90352P - Dae Hoe Kim, Konstantinos N. Plataniotis
Level-set based free fluid segmentation with improved initialization using region growing in 3D ultrasound sonography. 90352Q - Benjamin Abiri, Brian Park
Performance of an automated renal segmentation algorithm based on morphological erosion and connectivity. 90352R - David Zick, Lubomir M. Hadjiiski, Heang-Ping Chan
COMPASS-based ureter segmentation in CT urography (CTU). 90352S - Juan J. Cerrolaza, Craig A. Peters
Ultrasound based computer-aided-diagnosis of kidneys for pediatric hydronephrosis. 90352T - Yukitaka Nimura, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Kazunari Misawa, Kensaku Mori
Automated abdominal lymph node segmentation based on RST analysis and SVM. 90352U - Xiangrong Zhou, Takaaki Ito, Xinxin Zhou, Huayue Chen, Takeshi Hara, Ryujiro Yokoyama, Masayuki Kanematsu, Hiroaki Hoshi, Hiroshi Fujita:
A universal approach for automatic organ segmentations on 3D CT images based on organ localization and 3D GrabCut. 90352V
Poster Session: Prostate and Colon
- Huafeng Wang, Lihong C. Li, Hao Han, Bowen Song, Hao Peng, Yunhong Wang, Lihua Wang, Zhengrong Liang:
A novel colonic polyp volume segmentation method for computer tomographic colonography. 90352W - Janne J. Näppi, Yasuji Ryu, Hiroyuki Yoshida:
Progressive region-based colon extraction for computer-aided detection and quantitative imaging in cathartic and non-cathartic CT colonography. 90352X - Steven Yi, Heng Jiao, Fan Meng, Jonathan A. Leighton, Pasha Shabana, Lauri Rentz:
GISentinel: a software platform for automatic ulcer detection on capsule endoscopy videos. 90352Y
Poster Session: Vessels, Heart, and Eye
- Mahnaz Fasih, J. M. Pierre Langlois, Houssem Ben Tahar, Farida Cheriet:
Retinal image quality assessment using generic features. 90352Z - Enea Poletti, Enrico Grisan
A boosted optimal linear learner for retinal vessel segmentation. 903530 - Maya Alsheh Ali, Thomas Hurtut, Timothée Faucon, Farida Cheriet:
Glaucoma detection based on local binary patterns in fundus photographs. 903531 - Mickaël Garnier, Thomas Hurtut, Houssem Ben Tahar, Farida Cheriet:
Automatic multiresolution age-related macular degeneration detection from fundus images. 903532 - Chisako Muramatsu, Yuji Hatanaka, Kyoko Ishida, Akira Sawada, Tetsuya Yamamoto, Hiroshi Fujita:
Preliminary study on differentiation between glaucomatous and non-glaucomatous eyes on stereo fundus images using cup gradient models. 903533 - Simone Melchionna, Stefania Fortini, Massimo Bernaschi, Mauro Bisson, Nahyup Kang, Hyong-Euk Lee:
From medical imaging to computer simulation of fractional flow reserve in four coronary artery trees. 903535 - Imen Melki, Cyril Cardon, Nicolas Gogin, Hugues Talbot
Learning-based automatic detection of severe coronary stenoses in CT angiographies. 903536 - Roy van Pelt, Javier Oliván Bescós, Eike Nagel, Anna Vilanova:
Time-resolved volumetric MRI blood flow: a Doppler ultrasound perspective. 903537
Poster Session: Musculoskeletal and Miscellaneous
- Marina de Sá Rebelo, Ramon Alfredo Moreno, Riccardo Gomes Gobbi
Description of patellar movement by 3D parameters obtained from dynamic CT acquisition. 903538 - Jorge I. Galván-Tejada, José M. Celaya-Padilla
Wide association study of radiological features that predict future knee OA pain: data from the OAI. 903539 - Hector E. Munoz
Vertebral degenerative disc disease severity evaluation using random forest classification. 90353A - Daiji Furusho, Hitoshi Iyatomi:
Registration and color calibration for dermoscopy images in time-course analysis. 90353B - Thomas M. Deserno, István Sárándi
Towards quantitative assessment of calciphylaxis. 90353C - Jakob Vogel
Towards robust identification and tracking of nevi in sparse photographic time series. 90353D - Adam Huang
Evaluation of a computer-aided skin cancer diagnosis system for conventional digital photography with manual segmentation. 90353E - Viktor Chekh, Peter Soliz, Elizabeth McGrew, E. Simon Barriga, Mark R. Burge, Shuang Luan:
Computer aided diagnosis of diabetic peripheral neuropathy. 90353F - Min Zhang, Akitoshi Katsumata
An automatic early stage alveolar-bone-resorption evaluation method on digital dental panoramic radiographs. 90353G - Rong Yuan, Ming Luo, Shaofa Wang, Luyao Wang, Qingguo Xie:
A method for automatic liver segmentation from multi-phase contrast-enhanced CT images. 90353H - Bidisha Chakraborty, Jan Marek Marcinczak, Rolf-Rainer Grigat:
Classification of weak specular reflections in laparoscopic images. 90353I - Tobias Norajitra, Hans-Peter Meinzer, Bram Stieltjes, Klaus H. Maier-Hein:
Active shape models incorporating isolated landmarks for medical image annotation. 90353J - Yeela Doron, Nitzan Mayer-Wolf, Idit Diamant, Hayit Greenspan:
Texture feature based liver lesion classification. 90353K - Rahul Sinha, Jan Marek Marcinczak, Rolf-Rainer Grigat:
Automatic seed selection for segmentation of liver cirrhosis in laparoscopic sequences. 90353L - Albino Moreno, Raquel Valdés-Cristerna, Luis Jiménez, Enrique Vallejo, Salvador Hernández, Gabriel Soto:
Infective endocarditis detection through SPECT/CT images digital processing. 90353M - Kazuhiro Mukai, Hitoshi Iyatomi:
A preliminary study for fully automated quantification of psoriasis severity using image mapping. 90353N
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