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Computer-Aided Diagnosis 2015: Orlando, Florida, USA
- Lubomir M. Hadjiiski, Georgia D. Tourassi:
Medical Imaging 2015: Computer-Aided Diagnosis, Orlando, Florida, United States, 21-26 February 2015. SPIE Proceedings 9414, SPIE 2015, ISBN 9781628415049 - Front Matter: Volume 9414. 941401
Musculoskeletal and Miscellaneous
- James Jack, Terence Jones, Charles Hutchinson, Helmut E. Bez, Eran A. Edirisinghe:
Automatic diagnosis of inflammatory muscle disease for MRI using computer-extracted features of bivariate histograms. 941402 - Shuang Liu, Yiting Xie, Anthony P. Reeves:
Segmentation of the sternum from low-dose chest CT images. 941403 - Beyrem Jebri, Michael Phillips, Karen Knapp
, Andy Appelboam, Adam Reuben, Greg G. Slabaugh
Detection of degenerative change in lateral projection cervical spine x-ray images. 941404 - Liliane R. Gomes, Marcelo Gomes, Bryan Jung, Beatriz Paniagua, Antonio C. Ruellas, João Roberto Gonçalves
Diagnostic index of 3D osteoarthritic changes in TMJ condylar morphology. 941405 - Tobias Norajitra, Hans-Peter Meinzer, Klaus H. Maier-Hein:
3D statistical shape models incorporating 3D random forest regression voting for robust CT liver segmentation. 941406
Lung and Chest I
- Yashin Dicente Cid, Adrien Depeursinge
Pulmonary embolism detection using localized vessel-based features in dual energy CT. 941407 - Chuan Zhou, Heang-Ping Chan
Robustness evaluation of a computer-aided detection system for pulmonary embolism (PE) in CTPA using independent test set from multiple institutions. 941408 - Francesco Ciompi
Automatic detection of spiculation of pulmonary nodules in computed tomography images. 941409 - Aria Pezeshk, Berkman Sahiner, Weijie Chen, Nicholas Petrick:
Improving CAD performance by seamless insertion of pulmonary nodules in chest CT exams. 94140A - Rafael Wiemker, Lilla Böözky, Martin Bergtholdt, Tobias Klinder:
Analysis of the Vancouver lung nodule malignancy model with respect to manual and automated segmentation. 94140B - Qin Li, Marios A. Gavrielides, Rongping Zeng, Kyle J. Myers, Berkman Sahiner, Nicholas Petrick:
Factors affecting uncertainty in lung nodule volume estimation with CT: comparisons of findings from two estimation methods in a phantom study. 94140C
Vessels, Heart and Eye I
- Bob D. de Vos, Pim A. de Jong, Jelmer M. Wolterink
Automatic machine learning based prediction of cardiovascular events in lung cancer screening data. 94140D - Jordan Liu, Lubomir M. Hadjiiski
Automatic selection of best quality vessels from multiple-phase coronary CT angiography (cCTA). 94140E - Jason Agne, Jui-Kai Wang, Randy H. Kardon
Determining degree of optic nerve edema from color fundus photography. 94140F - Yiting Xie, Mingzhu Liang, David F. Yankelevitz, Claudia I. Henschke, Anthony P. Reeves:
Automated segmentation of cardiac visceral fat in low-dose non-contrast chest CT images. 94140G - Ashis Kumar Dhara, Sudipta Mukhopadhyay
Development of a screening tool for staging of diabetic retinopathy in fundus images. 94140H
Breast I
- Shuang Liu, Mary Salvatore, David F. Yankelevitz, Claudia I. Henschke, Anthony P. Reeves:
Segmentation of the whole breast from low-dose chest CT images. 94140I - Jan-Jurre Mordang, Nico Karssemeijer:
Vessel segmentation in screening mammograms. 94140J - Ravi K. Samala
Comparison of computer-aided detection of clustered microcalcifications in digital mammography and digital breast tomosynthesis. 94140K - Elaine F. Harkness
Initial experience with computer aided detection for microcalcification in digital breast tomosynthesis. 94140L - Shandong Wu, Brenda F. Kurland
Signal enhancement ratio (SER) quantified from breast DCE-MRI and breast cancer risk. 94140M - Raymond Joseph Acciavatti
A comparative analysis of 2D and 3D CAD for calcifications in digital breast tomosynthesis. 94140N - Ning Yu, Jia Wu, Susan P. Weinstein
A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. 94140O
Prostate and Colon I
- Masahiro Oda
Connection method of separated luminal regions of intestine from CT volumes. 94140P - Rie Tachibana, Janne J. Näppi, Se Hyung Kim, Hiroyuki Yoshida:
Electronic cleansing for dual-energy CT colonography based on material decomposition and virtual monochromatic imaging. 94140Q - Yifan Hu, Bowen Song, Perry J. Pickhardt, Zhengrong Liang:
Distance weighted 'inside disc' classifier for computer-aided diagnosis of colonic polyps. 94140R - Kevin Michael Boehm
Efficient Hilbert transform-based alternative to Tofts physiological models for representing MRI dynamic contrast-enhanced images in computer-aided diagnosis of prostate cancer. 94140S - Midas Meijs, O. Debats, Henkjan Huisman
The evaluation of multi-structure, multi-atlas pelvic anatomy features in a prostate MR lymphography CAD system. 94140T
Keynote and Novel Methods
- Yaniv Bar, Idit Diamant, Lior Wolf, Hayit Greenspan:
Deep learning with non-medical training used for chest pathology identification. 94140V - Oscar Alfonso Jiménez del Toro, Antonio Foncubierta-Rodríguez, Adrien Depeursinge
Texture classification of anatomical structures in CT using a context-free machine learning approach. 94140W - Tao Xu, Xiaolei Huang, Edward Kim, L. Rodney Long, Sameer K. Antani
Multi-test cervical cancer diagnosis with missing data estimation. 94140X
Head and Neck
- Marc Puigvert, Gabriel Castellanos, Javier Uranga, Ricardo C. Abad, María A. Fernández-Seara
Atlas-based segmentation of brainstem regions in neuromelanin-sensitive magnetic resonance images. 94140Y - Yubing Tong, Jayaram K. Udupa, Dewey Odhner, Sanghun Sin, Raanan Arens:
Automatic anatomy recognition in post-tonsillectomy MR images of obese children with OSAS. 94140Z - Syed M. S. Reza, Randall Mays, Khan M. Iftekharuddin:
Multi-fractal detrended texture feature for brain tumor classification. 941410 - Mohsen Ghafoorian, Nico Karssemeijer, Inge van Uden, Frank-Erik de Leeuw, Tom Heskes
Small white matter lesion detection in cerebral small vessel disease. 941411 - Pieter C. Vos, Edwin Bennink
Automated prediction of tissue outcome after acute ischemic stroke in computed tomography perfusion images. 941412 - Jiamin Liu, Kevin W. Chang, Lauren Kim, Evrim Turkbey, Le Lu
Automated segmentation of thyroid gland on CT images with multi-atlas label fusion and random classification forest. 941413 - Zhuo Sun, Yong Fan, Boudewijn P. F. Lelieveldt
Detection of Alzheimer's disease using group lasso SVM-based region selection. 941414
Breast II
- Baishali Chaudhury, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies
Identifying metastatic breast tumors using textural kinetic features of a contrast based habitat in DCE-MRI. 941415 - Maxine Tan, Joseph K. Leader, Hong Liu, Bin Zheng:
Association of mammographic image feature change and an increasing risk trend of developing breast cancer: an assessment. 941416 - Mayu Otsuka, Elaine F. Harkness, Xin Chen, Emmanouil Moschidis, Megan Bydder, Soujanya Gadde, Yit Yoong Lim, Anthony J. Maxwell, D. Gareth Evans, Anthony Howell, Paula Stavrinos, Mary Wilson, Susan M. Astley:
Local mammographic density as a predictor of breast cancer. 941417 - Ravi K. Samala
Digital breast tomosynthesis: application of 2D digital mammography CAD to detection of microcalcification clusters on planar projection image. 941418 - Seong Tae Kim
Combination of conspicuity improved synthetic mammograms and digital breast tomosynthesis: a promising approach for mass detection. 941419
Prostate and Colon II
- Amir Khojaste, Farhad Imani, Mehdi Moradi, David M. Berman
Characterization of aggressive prostate cancer using ultrasound RF time series. 94141A - Hussam Al-Deen Ashab, Nandinee Fariah Haq, Guy Nir, Piotr Kozlowski, Peter C. Black, Edward C. Jones, S. Larry Goldenberg, Septimiu E. Salcudean
Multimodal classification of prostate tissue: a feasibility study on combining multiparametric MRI and ultrasound. 94141B - Shadab Khan, Aditya Mahara, Elias S. Hyams, Alan R. Schned, Ryan J. Halter:
Towards intraoperative surgical margin assessment and visualization using bioimpedance properties of the tissue. 94141C - Juan J. Cerrolaza, Jennifer Q. Peng, Nabile M. Safdar, Laurie Conklin, Raymond W. Sze, Marius George Linguraru:
Quantification, validation, and follow-up of small bowel motility in Crohn's disease. 94141D - Hirokazu Nosato
A content-based image retrieval method for optical colonoscopy images based on image recognition techniques. 94141E - Hao Han, Lihong Li, Chaijie Duan, Yang Zhao, Huafeng Wang, Zhengrong Liang:
Detection of colonic polyp candidates with level set-based thickness mapping over the colon wall. 94141F
Vessels, Heart, and Eye II
- Yiting Xie, Mingzhu Liang, David F. Yankelevitz, Claudia I. Henschke, Anthony P. Reeves:
Automated measurement of pulmonary artery in low-dose non-contrast chest CT images. 94141G - Jun Wei, Chuan Zhou, Heang-Ping Chan
Quantitative analysis of arterial flow properties for detection of non-calcified plaques in ECG-gated coronary CT angiography. 94141H - Freerk G. Venhuizen, Bram van Ginneken
Automated age-related macular degeneration classification in OCT using unsupervised feature learning. 94141I - Ibrahim Sadek
Automatic discrimination of color retinal images using the bag of words approach. 94141J
Lung and Chest II
- Amelia Riely, Kyle Sablan, Thomas Xiaotao, Jacob Furst, Daniela Raicu:
Reducing annotation cost and uncertainty in computer-aided diagnosis through selective iterative classification. 94141K - Charles Ho, Katherine Lee, Samuel G. Armato:
A computer-aided diagnosis system to identify regions of pathologic change in temporal subtraction images of the chest. 94141L - Nastaran Emaminejad
Exploring new quantitative CT image features to improve assessment of lung cancer prognosis. 94141M - Yoshiki Kawata, Noboru Niki, Hironobu Ohmatsu, Keiju Aokage, Masahiko Kusumoto, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko:
Nonlinear dimensionality reduction of CT histogram based feature space for predicting recurrence-free survival in non-small-cell lung cancer. 94141N - Arnaud A. A. Setio, Colin Jacobs
Computer-aided detection of lung cancer: combining pulmonary nodule detection systems with a tumor risk prediction model. 94141O
Multi-Organ
- Ofer Geva, Gali Zimmerman-Moreno, Sivan Lieberman, Eli Konen, Hayit Greenspan:
Pneumothorax detection in chest radiographs using local and global texture signatures. 94141P - Kenny H. Cha
Computer-aided detection of bladder mass within contrast-enhanced region of CTU. 94141Q - Joanne Hoffman, Jiamin Liu, Evrim Turkbey, Lauren Kim, Ronald M. Summers:
Automatic identification of IASLC-defined mediastinal lymph node stations on CT scans using multi-atlas organ segmentation. 94141R - Duncan Fairbanks, Lubomir M. Hadjiiski
Ureter segmentation in CT urography (CTU) by COMPASS with multiscale Hessian enhancement. 94141S - Masahiro Oda
Automated branching pattern report generation for laparoscopic surgery assistance. 94141T - Hamidreza Farhidzadeh, Baishali Chaudhury, Mu Zhou, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies
Prediction of treatment outcome in soft tissue sarcoma based on radiologically defined habitats. 94141U
Posters: Breast
- Xin He, Frank W. Samuelson, Rongping Zeng, Berkman Sahiner:
Potential reasons for differences in CAD effectiveness evaluated using laboratory and clinical studies. 94141V - Kenshi Shiotsuki, Yusuke Matsunobu, Hidetake Yabuuchi, Junji Morishita:
Usefulness of histogram analysis of spatial frequency components for exploring the similarity and bilateral asymmetry in mammograms. 94141W - Xi Liang, Ramamohanarao Kotagiri, Helen Frazer, Qing Yang:
Automated lesion detection in dynamic contrast enhanced magnetic resonance imaging of breast. 94141X - Luan Jiang, Xiaoxin Hu, Yajia Gu, Qiang Li:
Fully automated quantitative analysis of breast cancer risk in DCE-MR images. 94141Y - Jia Wu, Yangming Ou
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. 94141Z - Rohith Reddy Gundreddy, Maxine Tan, Yuchen Qiu, Bin Zheng:
A new Fourier transform based CBIR scheme for mammographic mass classification: a preliminary invariance assessment. 941420 - Wissam J. Baddar, Eun Joon Kim, Dae Hoe Kim, Yong Man Ro
Utilizing digital breast tomosynthesis projection views correlation for microcalcification enhancement for detection purposes. 941421 - Wenqing Sun, Tzu-Liang Bill Tseng, Bin Zheng, Jianying Zhang, Wei Qian:
A new breast cancer risk analysis approach using features extracted from multiple sub-regions on bilateral mammograms. 941422 - Hyeonjin Kim, Hannah Kim, Helen Hong:
Chest wall segmentation in automated 3D breast ultrasound using rib shadow enhancement and multi-plane cumulative probability enhanced map. 941423 - Bin Zheng, Wei Qian, Lihua Li, Jiantao Pu, Yan Kang, Fleming Lure, Maxine Tan, Yuchen Qiu:
A new CAD approach for improving efficacy of cancer screening. 941424 - Dae Hoe Kim, Seong Tae Kim
Feature extraction from inter-view similarity of DBT projection views. 941425 - Ji-Wook Jeong, Seung-Hoon Chae
Simplified false-positive reduction in computer-aided detection scheme of clustered microcalcifications in digital breast tomosynthesis. 941426 - Pablo Fonseca
Automatic breast density classification using a convolutional neural network architecture search procedure. 941428 - Faranak Aghaei, Maxine Tan, Bin Zheng:
Automated detection of breast tumor in MRI and comparison of kinetic features for assessing tumor response to chemotherapy. 941429 - Hayato Adachi, Atsushi Teramoto, Satomi Miyajo, Osamu Yamamuro, Kumiko Ohmi, Masami Nishio, Hiroshi Fujita:
Preliminary study on the automated detection of breast tumors using the characteristic features from unenhanced MR images. 94142A - Matthias Wilms, Julia Krüger
Estimation of corresponding locations in ipsilateral mammograms: a comparison of different methods. 94142B
Posters: Head and Neck
- Nishant Ravikumar
3D active shape models of human brain structures: application to patient-specific mesh generation. 94142D - Pedro Morais
Computer-aided recognition of dental implants in X-ray images. 94142E - Thomas L. A. van den Heuvel, Mohsen Ghafoorian, A. W. van der Eerden
Computer aided detection of brain micro-bleeds in traumatic brain injury. 94142F - Saki Murakawa, Yoshikazu Uchiyama, Toshinori Hirai
Automatic segmentation method of striatum regions in quantitative susceptibility mapping images. 94142G - Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robin Russo
Decoding brain cancer dynamics: a quantitative histogram-based approach using temporal MRI. 94142H - Youzhi Lai, Lele Xu, Li Yao, Xia Wu:
Discriminative analysis of non-linear brain connectivity for leukoaraiosis with resting-state fMRI. 94142I - Kazuki Horiba, Chisako Muramatsu, Tatsuro Hayashi, Tatsumasa Fukui, Takeshi Hara, Akitoshi Katsumata, Hiroshi Fujita:
Automated classification of mandibular cortical bone on dental panoramic radiographs for early detection of osteoporosis. 94142J - Mu Zhou, Lawrence O. Hall, Dmitry B. Goldgof, Robert J. Gillies
Imbalanced learning for clinical survival group prediction of brain tumor patients. 94142K - Michaela Spiteri
Longitudinal MRI assessment: the identification of relevant features in the development of Posterior Fossa Syndrome in children. 94142L - Mike-Ely Cohen, Muriel Lefort, Héloïse Bergeret-Cassagne, Siham Hachi, Ang Li, Gilles Russ, Diane Lazard, Fabrice Menegaux, Laurence Leenhardt, Christophe Trésallet, Frédérique Frouin
Quantification of vocal fold motion using echography: application to recurrent nerve paralysis detection. 94142M - Trushali Doshi, John J. Soraghan, Derek Grose, Kenneth MacKenzie, Lykourgos Petropoulakis:
Automatic detection of larynx cancer from contrast-enhanced magnetic resonance images. 94142N
Posters: Lung and Chest
- Hidenobu Suzuki, R. Mizuguchi, Mikio Matsuhiro, Yoshiki Kawata, Noboru Niki, Yasutaka Nakano, Hironobu Ohmatsu, Masahiko Kusumoto, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko, Noriyuki Moriyama:
Quantitative assessment of smoking-induced emphysema progression in longitudinal CT screening for lung cancer. 94142O - Sil C. van de Leemput, Frank Dorssers, Babak Ehteshami Bejnordi:
A novel spherical shell filter for reducing false positives in automatic detection of pulmonary nodules in thoracic CT scans. 94142P - Elza Margolin, Jacob Furst, Daniela Raicu:
An outlier filtering approach for machine sourced weak segmentations. 94142Q - Jatindra Kumar Dash
Segmentation of interstitial lung disease patterns in HRCT images. 94142R - Atsushi Yaguchi, Tomoya Okazaki, Tomoyuki Takeguchi, Sumiaki Matsumoto, Yoshiharu Ohno, Kota Aoyagi, Hitoshi Yamagata:
Semi-automated segmentation of solid and GGO nodules in lung CT images using vessel-likelihood derived from local foreground structure. 94142S - Samantha K. Dilger
Improved pulmonary nodule classification utilizing lung parenchyma texture features. 94142T - Rina Dewi Rudyanto, Carlos Ortiz-de-Solórzano
Quantification of pulmonary vessel diameter in low-dose CT images. 94142U - Atsushi Teramoto, Hayato Adachi, Masakazu Tsujimoto, Hiroshi Fujita, Katsuaki Takahashi, Osamu Yamamuro, Tsuneo Tamaki, Masami Nishio, Toshiki Kobayashi:
Automated detection of lung tumors in PET/CT images using active contour filter. 94142V - Mikio Matsuhiro, Hidenobu Suzuki
Peripleural lung disease detection based on multi-slice CT images. 94142W
Posters: Prostate and Colon
- Nandinee Fariah Haq, Piotr Kozlowski, Edward C. Jones, Silvia D. Chang, S. Larry Goldenberg, Mehdi Moradi:
Prostate cancer detection from model-free T1-weighted time series and diffusion imaging. 94142X - Janne J. Näppi
Context-specific method for detection of soft-tissue lesions in non-cathartic low-dose dual-energy CT colonography. 94142Y
Posters: Vessels, Heart, and Eye
- Manu Tom
Automated detection of Schlemm's canal in spectral-domain optical coherence tomography. 941430 - Soo Kng Teo, S. T. Wong, May-Ling Tan, Yi Su, Liang Zhong, Ru San Tan
Computer-based assessment of right ventricular regional ejection fraction in patients with repaired Tetralogy of Fallot. 941431 - Yi Su, Soo Kng Teo, Chi-Wan Lim, Liang Zhong
Automatic generation of endocardial surface meshes with 1-to-1 correspondence from cine-MR images. 941432 - Ryosuke Kawai, Takeshi Hara, Tetsuro Katafuchi, Tadahiko Ishihara, Xiangrong Zhou, Chisako Muramatsu, Yoshiteru Abe, Hiroshi Fujita:
Semi-automated measurements of heart-to-mediastinum ratio on 123I-MIBG myocardial scintigrams by using image fusion method with chest X-ray images. 941433 - Ken C. L. Wong, Michael Tee, Marcus Chen, David A. Bluemke
Myocardial strain estimation from CT: towards computer-aided diagnosis on infarction identification. 941434 - Fang Xu, Qin-Wu Zhou, Peng Wu, Xing Chen, Xiaofeng Yang
Heart rate measurement based on face video sequence. 941435 - Miguel A. Galarreta-Valverde
Characterization of vascular tree architecture using the Tokunaga taxonomy. 941438
Posters: Musculoskeletal and Miscellaneous
- Muhammad Kashif, Stephan M. Jonas
Bone age assessment meets SIFT. 941439 - Tom H. Knoop, Loes C. Derikx, Nico Verdonschot
A novel framework for the temporal analysis of bone mineral density in metastatic lesions using CT images of the femur. 94143A - Andrea Fränzle, Jens Hillengass, Rolf Bendl:
Spinal focal lesion detection in multiple myeloma using multimodal image features. 94143B - Jorge I. Galván-Tejada, José M. Celaya-Padilla
Knee osteoarthritis image registration: data from the Osteoarthritis Initiative. 94143C - James Stieger, Joseph E. Burns, Jianhua Yao
Dynamic cortex stripping for vertebra evaluation. 94143D - Shuo Li, A. Lin, KengYeow Tay, Walter Romano, Said Osman:
Prognosis of intervertebral disc loss from diagnosis of degenerative disc disease. 94143E - Rong Yuan, Ming Luo, Luyao Wang, Qingguo Xie:
A web-based procedure for liver segmentation in CT images. 94143F
Posters: Multi-organ
- Yuchen Qiu, Maxine Tan, Scott D. McMeekin, Theresa C. Thai, Kathleen N. Moore, Kai Ding, Hong Liu, Bin Zheng:
Evaluation of chemotherapy response in ovarian cancer treatment using quantitative CT image biomarkers: a preliminary study. 94143G - António H. J. Moreira
Voxel-based registration of simulated and real patient CBCT data for accurate dental implant pose estimation. 94143H - Sebastian Krappe, Michaela Benz
Automated classification of bone marrow cells in microscopic images for diagnosis of leukemia: a comparison of two classification schemes with respect to the segmentation quality. 94143I - Abin Jose, Daniel Haak, Stephan M. Jonas
Human wound photogrammetry with low-cost hardware based on automatic calibration of geometry and color. 94143J - Xiangrong Zhou, Syoichi Morita, Xinxin Zhou, Huayue Chen, Takeshi Hara, Ryujiro Yokoyama, Masayuki Kanematsu, Hiroaki Hoshi, Hiroshi Fujita:
Automatic anatomy partitioning of the torso region on CT images by using multiple organ localizations with a group-wise calibration technique. 94143K - Yukitaka Nimura, Yuichiro Hayashi, Takayuki Kitasaka, Kensaku Mori
Automated torso organ segmentation from 3D CT images using structured perceptron and dual decomposition. 94143L - Pegah Kharazmi, Harvey Lui, William V. Stoecker, Tim K. Lee:
Automatic detection and segmentation of vascular structures in dermoscopy images using a novel vesselness measure based on pixel redness and tubularness. 94143M - Yoshihiko Nakamura, Yukitaka Nimura, Takayuki Kitasaka, Shinji Mizuno, Kazuhiro Furukawa, Hidemi Goto, Michitaka Fujiwara, Kazunari Misawa, Masaaki Ito, Shigeru Nawano, Kensaku Mori
Investigation of optimal feature value set in false positive reduction process for automated abdominal lymph node detection method. 94143N - Xi Zhang, Yang Liu, Baojuan Li, Guopeng Zhang, Zhengrong Liang, Hongbing Lu:
A pilot study on bladder wall thickness at different filling stages. 94143O
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