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ORCIDComputer-Aided Diagnosis 2016: San Diego, California, USA
- Georgia D. Tourassi, Samuel G. Armato III:
Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February - 3 March 2016. SPIE Proceedings 9785, SPIE 2016, ISBN 9781510600201 - Front Matter: Volume 9785. 978501
Vessels and Heart
- Udhayaraj Sivalingam, Michael Wels, Markus Rempfler, Stefan Grosskopf, Michael Sühling, Bjoern H. Menze
:
Inner and outer coronary vessel wall segmentation from CCTA using an active contour model with machine learning-based 3D voxel context-aware image force. 978502 - Chuan Zhou, Heang-Ping Chan, Lubomir M. Hadjiiski, Aamer Chughtai, Jun Wei, Ella A. Kazerooni:
Automated identification of best-quality coronary artery segments from multiple-phase coronary CT angiography (cCTA) for vessel analysis. 978503 - Mariam Afshin, Tishan Maraj, Tina Binesh Marvasti, Navneet Singh, Alan R. Moody:
3D assessment of the carotid artery vessel wall volume: an imaging biomarker for diagnosis of the atherosclerotic disease. 978504 - Yitzchak Pfeffer, Arnaldo Mayer, Adi Zholkover, Eli Konen:
A system for automatic aorta sections measurements on chest CT. 978505 - Rocco Romano, Fausto Acernese, Gerardo Giordano, Igino De Giorgi, Antonio Orientale, Giovanni Babino, Fabrizio Barone:
Quantitative MRI myocarditis analysis by a PCA-based object recognition algorithm. 978506
Musculoskeletal and Miscellaneous
- William Kovacs, Chia-Ying Liu, Ronald M. Summers, Jianhua Yao:
Differentiation of fat, muscle, and edema in thigh MRIs using random forest classification. 978507 - Walter A. Checefsky, Anas Z. Abidin, Mahesh B. Nagarajan, Jan S. Bauer, Thomas Baum, Axel Wismüller:
Assessing vertebral fracture risk on volumetric quantitative computed tomography by geometric characterization of trabecular bone structure. 978508 - Ferdinand Hahmann, Gordon Böer, Eric Gabriel, Thomas M. Deserno, Carsten Meyer, Hauke Schramm:
Classification of voting patterns to improve the generalized Hough transform for epiphyses localization. 978509 - Tanveer F. Syeda-Mahmood, Eugene Walach, David Beymer, Flora Gilboa-Solomon, Mehdi Moradi, Pavel Kisilev, Deepika Kakrania, Colin B. Compas, Hongzhi Wang, Mohammadreza Negahdar, Yu Cao, Tyler Baldwin, Yufan Guo, Yaniv Gur, Deepta Rajan, Aviad Zlotnick, Simona Rabinovici-Cohen, Rami Ben-Ari, Guy Amit, Prasanth Prasanna, J. Morey, Orest B. Boyko, Sharbell Y. Hashoul:
Medical sieve: a cognitive assistant for radiologists and cardiologists. 97850A - Fazly Salleh Abas, Benjamin Kaffenberger, Joseph Bikowski, Metin N. Gurcan:
Acne image analysis: lesion localization and classification. 97850B - Mojdeh Rastgoo, Guillaume Lemaitre, Olivier Morel, Joan Massich, Rafael García, Fabrice Mériaudeau, Franck Marzani, Désiré Sidibé:
Classification of melanoma lesions using sparse coded features and random forests. 97850C
Lung and Chest I
- Ofer Geva, Sivan Lieberman, Eli Konen, Hayit Greenspan:
Localized Fisher vector representation for pathology detection in chest radiographs. 97850D - Hirohisa Oda, Yukitaka Nimura, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Intensity targeted radial structure tensor analysis and its application for automated mediastinal lymph node detection from CT volumes. 97850E - Xinpei Gao, Pieter H. Kitslaar, Arthur J. H. A. Scholte, Boudewijn P. F. Lelieveldt, Jouke Dijkstra, Johan H. C. Reiber:
Automatic aortic root segmentation in CTA whole-body dataset. 97850F - Stefano Young, Pechin Lo, John M. Hoffman, Hyun J. Grace Kim, Matthew S. Brown, Michael F. McNitt-Gray:
Effects of CT dose and nodule characteristics on lung-nodule detectability in a cohort of 90 national lung screening trial patients. 97850G - Shrikant A. Mehre, Sudipta Mukhopadhyay, Anirvan Dutta, Nagam Chaithan Harsha, Ashis Kumar Dhara, Niranjan Khandelwal:
An automated lung nodule detection system for CT images using synthetic minority oversampling. 97850H
Breast
- Katharina Holland, Carla H. van Gils, Johanna O. P. Wanders, Ritse M. Mann, Nico Karssemeijer:
Quantification of mammographic masking risk with volumetric breast density maps: how to select women for supplemental screening. 97850I - Aria Pezeshk, Nicholas Petrick, Berkman Sahiner:
Seamless lesion insertion in digital mammography: methodology and reader study. 97850J - Sergei V. Fotin, Yin Yin, Hrishikesh Haldankar, Jeffrey W. Hoffmeister, Senthil Periaswamy:
Workflow improvements for digital breast tomosynthesis: computerized generation of enhanced synthetic images. 97850K - Mehmet Ufuk Dalmis, Albert Gubern-Mérida, Cristina Borelli, Suzan Vreemann, Ritse M. Mann, Nico Karssemeijer:
A fully automated system for quantification of background parenchymal enhancement in breast DCE-MRI. 97850L - Aimilia Gastounioti, Brad M. Keller, Meng-Kang Hsieh, Emily F. Conant, Despina Kontos:
Parenchymal texture measures weighted by breast anatomy: preliminary optimization in a case-control study. 97850M - Albert Gubern-Mérida, Tao Tan, Jan van Zelst, Ritse M. Mann, Nico Karssemeijer:
Automated linking of suspicious findings between automated 3D breast ultrasound volumes. 97850N
Keynote and Deep Learning I
- Holger R. Roth, Yinong Wang, Jianhua Yao, Le Lu, Joseph E. Burns, Ronald M. Summers:
Deep convolutional networks for automated detection of posterior-element fractures on spine CT. 97850P - Sebastian Roberto Tarando, Catalin I. Fetita, Alex Faccinetto, Pierre-Yves Brillet:
Increasing CAD system efficacy for lung texture analysis using a convolutional network. 97850Q
Radiomics I
- Maxine Tan, Faranak Aghaei, Alan B. Hollingsworth, Rebecca G. Stough, Hong Liu, Bin Zheng:
Increasing cancer detection yield of breast MRI using a new CAD scheme of mammograms. 97850R - Karen Drukker, Serghei Malkov, Jesús Ávila, Karla Kerlikowske, Bonnie N. Joe, Gregor Krings, Jennifer Creasman, Jennifer S. Drukteinis, Malesa M. Pereira, Leila Kazemi, John Shepherd, Maryellen L. Giger:
Identification, segmentation, and characterization of microcalcifications on mammography. 97850S - Baishali Chaudhury, Mu Zhou, Hamidreza Farhidzadeh, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Robert J. Weinfurtner, Jennifer S. Drukteinis:
Predicting Ki67% expression from DCE-MR images of breast tumors using textural kinetic features in tumor habitats. 97850T - Yunzhi Wang, Yuchen Qiu, Theresa C. Thai, Kathleen N. Moore, Kai Ding, Hong Liu, Bin Zheng:
Applying quantitative adiposity feature analysis models to predict benefit of bevacizumab-based chemotherapy in ovarian cancer patients. 97850U - Nicholas M. Czarnek, Kal Clark, Katherine B. Peters, Leslie M. Collins, Maciej A. Mazurowski:
Radiogenomics of glioblastoma: a pilot multi-institutional study to investigate a relationship between tumor shape features and tumor molecular subtype. 97850V - Taman Upadhaya, Yannick Morvan, Eric Stindel, Pierre-Jean Le Reste, Mathieu Hatt:
Prognosis classification in glioblastoma multiforme using multimodal MRI derived heterogeneity textural features: impact of pre-processing choices. 97850W
Deep Learning II
- Sergei V. Fotin, Yin Yin, Hrishikesh Haldankar, Jeffrey W. Hoffmeister, Senthil Periaswamy:
Detection of soft tissue densities from digital breast tomosynthesis: comparison of conventional and deep learning approaches. 97850X - Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie:
Deep-learning convolution neural network for computer-aided detection of microcalcifications in digital breast tomosynthesis. 97850Y - Wenqing Sun, Bin Zheng, Wei Qian:
Computer aided lung cancer diagnosis with deep learning algorithms. 97850Z - Yaron Anavi, Ilya Kogan, Elad Gelbart, Ofer Geva, Hayit Greenspan:
Visualizing and enhancing a deep learning framework using patients age and gender for chest x-ray image retrieval. 978510 - Nikolas Leßmann, Ivana Isgum, Arnaud A. A. Setio, Bob D. de Vos, Francesco Ciompi, Pim A. de Jong, Matthijs Oudkerk, W. P. Th. M. Mali, Max A. Viergever, Bram van Ginneken:
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT. 978511 - Kenny H. Cha, Lubomir M. Hadjiiski, Ravi K. Samala, Heang-Ping Chan, Richard H. Cohan, Elaine M. Caoili:
Comparison of bladder segmentation using deep-learning convolutional neural network with and without level sets. Computer-Aided Diagnosis 2016: 978512
Lung and Chest II
- Martin Bergtholdt, Rafael Wiemker, Tobias Klinder:
Pulmonary nodule detection using a cascaded SVM classifier. 978513 - Awais Mansoor, Rafael Casas, Marius George Linguraru:
Spatial context learning approach to automatic segmentation of pleural effusion in chest computed tomography images. 978514 - Yihua Song, Jayaram K. Udupa, Dewey Odhner, Yubing Tong, Drew A. Torigian:
Lymph node detection in IASLC-defined zones on PET/CT images. 978515 - Adeline Crosnier, Catalin I. Fetita, Gabriel Thabut, Pierre-Yves Brillet:
Intrapulmonary vascular remodeling: MSCT-based evaluation in COPD and alpha-1 antitrypsin deficient subjects. 978516 - Sema Candemir, Stefan Jaeger, Wilson Lin, Zhiyun Xue, Sameer K. Antani, George R. Thoma:
Automatic heart localization and radiographic index computation in chest x-rays. 978517
Head and Neck
- Carla Agurto, Sheila C. Nemeth, Gilberto Zamora, M. Vahtel, Peter Soliz, Eduardo Simon Barriga:
Comprehensive eye evaluation algorithm. 978518 - Carla Agurto, Sheila C. Nemeth, E. Simon Barriga, Peter Soliz, Ian J. C. MacCormick, Terrie Taylor, Simon Harding, Susan Lewallen, Vinayak Joshi:
Vessel discoloration detection in malarial retinopathy. 978519 - Jianfei Liu, Alfredo Dubra, Johnny Tam:
Computer-aided detection of human cone photoreceptor inner segments using multi-scale circular voting. 97851A - Fons van der Sommen, Svitlana Zinger, Erik J. Schoon, Peter H. N. de With:
Sweet-spot training for early esophageal cancer detection. 97851B - Koen Vijverberg, Mohsen Ghafoorian, Inge W. M. van Uden, Frank-Erik de Leeuw, Bram Platel, Tom Heskes:
A single-layer network unsupervised feature learning method for white matter hyperintensity segmentation. 97851C - Markus H. A. Janse, Fons van der Sommen, Svitlana Zinger, Erik J. Schoon, Peter H. N. de With:
Early esophageal cancer detection using RF classifiers. 97851D
Radiomics II
- Nastaran Emaminejad, Shiju Yan, Yunzhi Wang, Wei Qian, Yubao Guan, Bin Zheng:
Applying a radiomics approach to predict prognosis of lung cancer patients. 97851E - Sarah A. Mattonen, Carol Johnson, David A. Palma, George Rodrigues, Alexander V. Louie, Suresh Senan, Timothy P. C. Yeung, Aaron D. Ward:
Radiomics versus physician assessment for the early prediction of local cancer recurrence after stereotactic radiotherapy for lung cancer. 97851F - Sankeerth S. Garapati, Lubomir M. Hadjiiski, Kenny H. Cha, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Ajjai Alva, Chintana Paramagul, Jun Wei, Chuan Zhou:
Automatic staging of bladder cancer on CT urography. 97851G - Hamidreza Farhidzadeh, Baishali Chaudhury, Jacob G. Scott, Dmitry B. Goldgof, Lawrence O. Hall, Robert A. Gatenby, Robert J. Gillies, Meera Raghavan:
Signal intensity analysis of ecological defined habitat in soft tissue sarcomas to predict metastasis development. 97851H - Hamidreza Farhidzadeh, Joo Y. Kim, Jacob G. Scott, Dmitry B. Goldgof, Lawrence O. Hall, Louis B. Harrison:
Classification of progression free survival with nasopharyngeal carcinoma tumors. 97851I
Colon and Prostate
- Henry R. Ehrenberg, Daniel Cornfeld, Cayce B. Nawaf, Preston C. Sprenkle, James S. Duncan:
Decision forests for learning prostate cancer probability maps from multiparametric MRI. 97851J - Farhad Imani, Sahar Ghavidel, Purang Abolmaesumi, Siavash Khallaghi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, Derek W. Cool, Matthew Bastian-Jordan, Zahra Kassam, D. Robert Siemens, Michael Leveridge, Silvia D. Chang, Aaron Fenster, Aaron D. Ward, Parvin Mousavi:
Fusion of multi-parametric MRI and temporal ultrasound for characterization of prostate cancer: in vivo feasibility study. 97851K - Yifan Hu, Hao Han, Wei Zhu, Lihong C. Li, Perry J. Pickhardt, Zhengrong Liang:
An integrated classifier for computer-aided diagnosis of colorectal polyps based on random forest and location index strategies. 97851L - Rie Tachibana, Janne J. Näppi, Toru Hironaka, Se Hyung Kim, Hiroyuki Yoshida:
Deep learning for electronic cleansing in dual-energy CT colonography. 97851M - Jiamin Liu, Nathan Lay, Zhuoshi Wei, Le Lu, Lauren Kim, Evrim Turkbey, Ronald M. Summers:
Colitis detection on abdominal CT scans by rich feature hierarchies. 97851N
Abdominal
- Trevor Exell, Lubomir M. Hadjiiski, Heang-Ping Chan, Kenny H. Cha, Elaine M. Caoili, Richard H. Cohan, Jun Wei, Chuan Zhou:
Automatic detection of ureter lesions in CT urography. 97851O - Lei Wang, Alena-Kathrin Schnurr, Stephan Zidowitz, Joachim Georgii, Yue Zhao, Mohammad Razavi, Michael Schwier, Horst K. Hahn, Christian Hansen:
Segmentation of hepatic artery in multi-phase liver CT using directional dilation and connectivity analysis. 97851P - Juan J. Cerrolaza, Hansel Otero, Peter Yao, Elijah Biggs, Awais Mansoor, Roberto Ardon, James Jago, Craig A. Peters, Marius George Linguraru:
Semi-automatic assessment of pediatric hydronephrosis severity in 3D ultrasound. 97851Q - Michael Götz, Stephan Skornitzke, Christian Weber, Franziska Fritz, Philipp Mayer, Marco Koell, Wolfram Stiller, Klaus H. Maier-Hein:
Machine-learning based comparison of CT-perfusion maps and dual energy CT for pancreatic tumor detection. 97851R - Lidong Huang, Jayaram K. Udupa, Yubing Tong, Dewey Odhner, Drew A. Torigian:
Automatic anatomy recognition on CT images with pathology. 97851S - Xiaopan Xu, Xi Zhang, Yang Liu, Qiang Tian, Guopeng Zhang, Hongbing Lu:
Differentiating bladder carcinoma from bladder wall using 3D textural features: an initial study. 97851T
Posters: Breast
- Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Ruola Ning, Kenny H. Cha, Mark A. Helvie:
Reference state estimation of breast computed tomography for registration with digital mammography. 97851U - Maxine Tan, Faranak Aghaei, Yunzhi Wang, Wei Qian, Bin Zheng:
Improving the performance of lesion-based computer-aided detection schemes of breast masses using a case-based adaptive cueing method. 97851V - Kayla R. Mendel, Hui Li, Maryellen L. Giger:
Quantitative breast MRI radiomics for cancer risk assessment and the monitoring of high-risk populations. 97851W - Rinku Rabidas, Abhishek Midya, Anup K. Sadhu, Jayasree Chakraborty:
Benign-malignant mass classification in mammogram using edge weighted local texture features. 97851X - Shonket Ray, Brad M. Keller, Jinbo Chen, Emily F. Conant, Despina Kontos:
Parameter optimization of parenchymal texture analysis for prediction of false-positive recalls from screening mammography. 97851Y - Xiangrong Zhou, Takuya Kano, Yunliang Cai, Shuo Li, Xinxin Zhou, Takeshi Hara, Ryujiro Yokoyama, Hiroshi Fujita:
Automatic quantification of mammary glands on non-contrast x-ray CT by using a novel segmentation approach. 97851Z - Yuchen Qiu, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng:
Computer-aided classification of mammographic masses using the deep learning technology: a preliminary study. 978520 - Yuchen Qiu, Yunzhi Wang, Shiju Yan, Maxine Tan, Samuel Cheng, Hong Liu, Bin Zheng:
An initial investigation on developing a new method to predict short-term breast cancer risk based on deep learning technology. 978521 - Faranak Aghaei, Maxine Tan, Alan B. Hollingsworth, Bin Zheng, Samuel Cheng:
Computer-aided global breast MR image feature analysis for prediction of tumor response to chemotherapy: performance assessment. 978522 - Ravi K. Samala, Jun Wei, Heang-Ping Chan, Lubomir M. Hadjiiski, Kenny H. Cha, Mark A. Helvie:
First and second-order features for detection of masses in digital breast tomosynthesis. 978523 - Tianshu Chu, Jie Wang, Jiayu Chen:
An adaptive online learning framework for practical breast cancer diagnosis. 978524
Posters: Colon and Prostate
- Saad Nadeem, Arie E. Kaufman:
Computer-aided detection of polyps in optical colonoscopy images. 978525 - Rie Tachibana, Naja Kohlhase, Janne J. Näppi, Toru Hironaka, Junko Ota, Takayuki Ishida, Daniele Regge, Hiroyuki Yoshida:
Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography. 978526 - Nathan Lay, Sabrina Freeman, Baris Turkbey, Ronald M. Summers:
Detection of benign prostatic hyperplasia nodules in T2W MR images using fuzzy decision forest. 978527 - Sun Young Park, Dusty Sargent:
Colonoscopic polyp detection using convolutional neural networks. 978528 - Guillaume Lemaître, Mojdeh Rastgoo, Joan Massich, Joan Carles Vilanova, Paul Michael Walker, Jordi Freixenet, Anke Meyer-Baese, Fabrice Mériaudeau, Robert Martí:
Normalization of T2W-MRI prostate images using Rician a priori. 978529 - Janne J. Näppi, Toru Hironaka, Daniele Regge, Hiroyuki Yoshida:
Deep transfer learning of virtual endoluminal views for the detection of polyps in CT colonography. 97852B
Posters: Head and Neck
- Di Xiao, Shaun Frost, Janardhan Vignarajan, Dong An, Mei-Ling Tay-Kearney, Yogi Kanagasingam:
Detection and measurement of retinal blood vessel pulsatile motion. 97852C - Sandra van der Velden, Christoph Moenninghoff, Isabel Wanke, Martha Jokisch, Christian Weimar, Rita Lopes Simões, Anne-Marie van Cappellen van Walsum, Cornelis H. Slump:
Automatic determination of white matter hyperintensity properties in relation to the development of Alzheimer's disease. 97852D - Di Xiao, Janardhan Vignarajan, Dong An, Mei-Ling Tay-Kearney, Yogi Kanagasingam:
Improvement of retinal blood vessel detection by spur removal and Gaussian matched filtering compensation. 97852E - Yuji Hatanaka, Kazuki Samo, Mikiya Tajima, Kazunori Ogohara, Chisako Muramatsu, Susumu Okumura, Hiroshi Fujita:
Automated blood vessel extraction using local features on retinal images. 97852F - Vinayak Joshi, Carla Agurto, E. Simon Barriga, Sheila C. Nemeth, Peter Soliz, Ian J. C. MacCormick, Terrie Taylor, Susan Lewallen, Simon Harding:
Automated detection of retinal whitening in malarial retinopathy. 97852G - Diana L. Giraldo, Juan D. García-Arteaga, Eduardo Romero:
Finding regional models of the Alzheimer disease by fusing information from neuropsychological tests and structural MR images. 97852H - Bilwaj Gaonkar, David Hovda, Neil Martin, Luke Macyszyn:
Deep learning in the small sample size setting: cascaded feed forward neural networks for medical image segmentation. 97852I - Jianfei Liu, Alfredo Dubra, Johnny Tam:
A fully automatic framework for cell segmentation on non-confocal adaptive optics images. 97852J - Jeremy Devine, Arjun Sahgal, Irene Karam, Anne L. Martel:
Automated metastatic brain lesion detection: a computer aided diagnostic and clinical research tool. 97852K - Chisako Muramatsu, Kyoko Ishida, Akira Sawada, Yuji Hatanaka, Tetsuya Yamamoto, Hiroshi Fujita:
Automated detection of retinal nerve fiber layer defects on fundus images: false positive reduction based on vessel likelihood. 97852L - Ahmad Chaddad, Christian Desrosiers, Matthew Toews:
Phenotypic characterization of glioblastoma identified through shape descriptors. 97852M - Mariana Leite, David G. Gobbi, Marina Salluzzi, Richard Frayne, Roberto A. Lotufo, Letícia Rittner:
3D texture-based classification applied on brain white matter lesions on MR images. 97852N - S. Sankar, Désiré Sidibé, Y. Cheung, Tien Yin Wong, Ecosse Lamoureux, Dan Milea, Fabrice Mériaudeau:
Classification of SD-OCT volumes for DME detection: an anomaly detection approach. 97852O - Sayed Mazdak Abulnaga, Zhen Yang, Aaron Carass, Kalyani Kansal, Bruno M. Jedynak, Chiadi U. Onyike, Sarah H. Ying, Jerry L. Prince:
A toolbox to visually explore cerebellar shape changes in cerebellar disease and dysfunction. 97852P - Hongwei Wen, Yue Liu, Jieqiong Wang, Jishui Zhang, Yun Peng, Huiguang He:
Using support vector machines with tract-based spatial statistics for automated classification of Tourette syndrome children. 97852Q - Hongwei Wen, Yue Liu, Jieqiong Wang, Jishui Zhang, Yun Peng, Huiguang He:
A diagnosis model for early Tourette syndrome children based on brain structural network characteristics. 97852R - Mitsutaka Nemoto, Naoto Hayashi, Shouhei Hanaoka, Yukihiro Nomura, Soichiro Miki, Takeharu Yoshikawa, Kuni Ohtomo:
A primitive study of voxel feature generation by multiple stacked denoising autoencoders for detecting cerebral aneurysms on MRA. 97852S - Maciej A. Mazurowski, Nicholas M. Czarnek, Leslie M. Collins, Katherine B. Peters, Kal Clark:
Predicting outcomes in glioblastoma patients using computerized analysis of tumor shape: preliminary data. 97852T - Syed M. S. Reza, Khan M. Iftekharuddin:
Glioma grading using cell nuclei morphologic features in digital pathology images. 97852U - Jon J. Camp, Dennis P. Hanson, Val J. Lowe, Bradley J. Kemp, Matthew L. Senjem, Melissa E. Murray, Dennis W. Dickson, Joseph E. Parisi, Ronald C. Petersen, Richard A. Robb, David R. Holmes III:
Quantitative characterization of brain β-amyloid in 718 normal subjects using a joint PiB/FDG PET image histogram. 97852V
Posters: Lung and Chest
- Sangheum Hwang, Hyo-Eun Kim, Jihoon Jeong, Hee-Jin Kim:
A novel approach for tuberculosis screening based on deep convolutional neural networks. 97852W - Yoshihiko Nakamura, Yukitaka Nimura, Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Hidemi Goto, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Ensemble lymph node detection from CT volumes combining local intensity structure analysis approach and appearance learning approach. 97852X - Ashis Kumar Dhara, Sudipta Mukhopadhyay, Anirvan Dutta, Mandeep Garg, Niranjan Khandelwal, Prafulla Kumar:
Classification of pulmonary nodules in lung CT images using shape and texture features. 97852Y - Mandar Kale, Sudipta Mukhopadhyay, Jatindra Kumar Dash, Mandeep Garg, Niranjan Khandelwal:
Differentiation of several interstitial lung disease patterns in HRCT images using support vector machine: role of databases on performance. 97852Z - Kraisorn Chaisaowong, Mingze Jiang, Peter Faltin, Dorit Merhof, Christian Eisenhawer, Monika Gube, Thomas Kraus:
Automated anatomical description of pleural thickening towards improvement of its computer-assisted diagnosis. 978530 - Hidenobu Suzuki, Mikio Matsuhiro, Yoshiki Kawata, Noboru Niki, Katsuya Kato, Takumi Kishimoto, Kazuto Ashizawa:
Computer aided diagnosis for severity assessment of pneumoconiosis using CT images. 978531 - Rushil Anirudh, Jayaraman J. Thiagarajan, Timo Bremer, Hyojin Kim:
Lung nodule detection using 3D convolutional neural networks trained on weakly labeled data. 978532 - Miguel Carrazza, Brendan Kennedy, Alexander Rasin, Jacob Furst, Daniela Raicu:
Investigating the effects of majority voting on CAD systems: a LIDC case study. 978533 - Benjamin Geiger, Samuel H. Hawkins, Lawrence O. Hall, Dmitry B. Goldgof, Yoganand Balagurunathan, Robert A. Gatenby, Robert J. Gillies:
Change descriptors for determining nodule malignancy in national lung screening trial CT screening images. 978535 - Melanie Harrison, Jared Looper, Samuel G. Armato III:
Adaptive thresholding of chest temporal subtraction images in computer-aided diagnosis of pathologic change. 978536 - Cheng-Pei Liu, Chia-Chen Li, Chong-Jen Yu, Yeun-Chung Chang, Cheng-Yi Wang, Wen-Kuang Yu, Chung-Ming Chen:
Correlation analysis between pulmonary function test parameters and CT image parameters of emphysema. 978537 - Wenqing Sun, Xia Huang, Tzu-Liang Tseng, Jianying Zhang, Wei Qian:
Computerized lung cancer malignancy level analysis using 3D texture features. 978538 - Jared Looper, Melanie Harrison, Samuel G. Armato III:
A computer-aided diagnosis system to detect pathologies in temporal subtraction images of chest radiographs. 978539
Posters: Musculoskeletal and Miscellaneous
- K. Yoneda, Mikio Matsuhiro, Hidenobu Suzuki, Yoshiki Kawata, Noboru Niki, Yasutaka Nakano, Hironobu Ohmatsu, Masahiko Kusumoto, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko:
Computer-aided diagnosis for osteoporosis using chest 3D CT images. 97853A - Mikhiel Lim, Ilker Hacihaliloglu:
Segmentation of knee MRI using structure enhanced local phase filtering. 97853B - Sebastian Krappe, Thomas Wittenberg, Torsten Haferlach, Christian Münzenmayer:
Automated morphological analysis of bone marrow cells in microscopic images for diagnosis of leukemia: nucleus-plasma separation and cell classification using a hierarchical tree model of hematopoesis. 97853C - Maxine Tan, Zheng Li, Kathleen N. Moore, Theresa C. Thai, Kai Ding, Hong Liu, Bin Zheng:
A B-spline image registration based CAD scheme to evaluate drug treatment response of ovarian cancer patients. 97853D - Philipp Hofmann, Martin Sedlmair, Bernhard Krauss, Julian L. Wichmann, Ralf W. Bauer, Thomas G. Flohr, Andreas H. Mahnken:
Phantom-less bone mineral density (BMD) measurement using dual energy computed tomography-based 3-material decomposition. 97853E - Taeho Kim, Dong Yeon Lee, Jinah Park:
Reliable measurement of 3D foot bone angles based on the frame-of-reference derived from a sole of the foot. 97853F - Olga Schenk, D. M. de Muinck Keizer, H. J. Bernelot Moens, Cornelis H. Slump:
Segmentation and determination of joint space width in foot radiographs. 97853G - Hansang Lee, Hyeun A. Kim, Hyeonjin Kim, Helen Hong, Young Cheol Yoon, Junmo Kim:
Multi-atlas segmentation of the cartilage in knee MR images with sequential volume- and bone-mask-based registrations. 97853H - Mrityunjoy Chakraborty, Sudipta Mukhopadhyay, A. Dasgupta, Swapna Banerjee, Santanu Patsa, Jay G. Ray, K. Chaudhuri:
A new paradigm of oral cancer detection using digital infrared thermal imaging. 97853I - Anthony P. Reeves, Shuang Liu, Yiting Xie:
Image segmentation evaluation for very-large datasets. 97853J - Naoki Kamiya, Xiangrong Zhou, K. Azuma, Chisako Muramatsu, Takeshi Hara, Hiroshi Fujita:
Automated recognition of the iliac muscle and modeling of muscle fiber direction in torso CT images. 97853K - John J. Squiers, Weizhi Li, Darlene R. King, Weirong Mo, Xu Zhang, Yang Lu, Eric W. Sellke, Wensheng Fan, J. Michael DiMaio, Jeffrey E. Thatcher:
Multispectral imaging burn wound tissue classification system: a comparison of test accuracies between several common machine learning algorithms. 97853L - Yukitaka Nimura, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Automated torso organ segmentation from 3D CT images using conditional random field. 97853M - Christoph Palm, Heiko Siegmund, Matthias Semmelmann, Claudia Grafe, Matthias Evert, Josef A. Schroeder:
Interactive computer-assisted approach for evaluation of ultrastructural cilia abnormalities. 97853N - Yinong Wang, Jianhua Yao, Holger R. Roth, Joseph E. Burns, Ronald M. Summers:
Improving vertebra segmentation through joint vertebra-rib atlases. 97853O - Xiaoyong Wang, Pechin Lo, Bharath Ramakrishna, Jonathan G. Goldin, Matthew S. Brown:
A machine learning approach for classification of anatomical coverage in CT. 97853P - Wei Guo, Qiang Chen, Hanxun Zhou, Guodong Zhang, Lin Cong, Qiang Li:
Computerized scheme for vertebra detection in CT scout image. 97853Q
Posters: Vessels and Heart
- Mengjie Fang, Yongkang Luo, Mingyue Ding:
Learning evaluation of ultrasound image segmentation using combined measures. 97853R - Yongkang Luo, Mingyue Ding:
Atorvastatin effect evaluation based on feature combination of three-dimension ultrasound images. 97853S - Luan Jiang, Shan Ling, Qiang Li:
Fully automated segmentation of left ventricle using dual dynamic programming in cardiac cine MR images. 97853T - Jun Wei, Chuan Zhou, Heang-Ping Chan, Aamer Chughtai, Prachi Pragya Agarwal, Lubomir M. Hadjiiski, Ella A. Kazerooni:
Computerized flow and vessel wall analyses of coronary arteries for detection of non-calcified plaques in coronary CT angiography. 97853U
Posters: Abdominal
- Ievgeniia Gutenko, Hao Peng, Xianfeng Gu, Matthew A. Barish, Arie E. Kaufman:
Maximal area and conformal welding heuristics for optimal slice selection in splenic volume estimation. 97853V - Kenny H. Cha, Lubomir M. Hadjiiski, Heang-Ping Chan, Elaine M. Caoili, Richard H. Cohan, Alon Z. Weizer, Chuan Zhou:
Computer-aided detection of bladder mass within non-contrast-enhanced region of CT Urography (CTU). 97853W
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