Share Email Print
cover

Proceedings of SPIE Volume 9785 • new

Medical Imaging 2016: Computer-Aided Diagnosis
Format Member Price Non-Member Price
Softcover $150.00 $200.00

Volume Details

Volume Number: 9785
Date Published: 1 September 2016
Softcover: 136 papers (1038) pages
ISBN: 9781510600201

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

© SPIE. Terms of Use
Back to Top