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PROCEEDINGS VOLUME 11317

Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging
Editor(s): Andrzej Krol; Barjor S. Gimi
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 11317
Date Published: 20 March 2020

Table of Contents
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Front Matter: Volume 11317
Author(s): Proceedings of SPIE
Graph embedding using Infomax for ASD classification and brain functional difference detection
Author(s): Xiaoxiao Li; Nicha C. Dvornek; Juntang Zhuang; Pamela Ventola; James Duncan
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Classification of attention-deficit/hyperactivity disorder from resting-state functional MRI with mutual connectivity analysis
Author(s): Seyed Saman Saboksayr; Adora M. DSouza; John J. Foxe; Axel Wismüller
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Minimizing cotton retention in neurosurgical procedures: which imaging modality can help?
Author(s): Raphael Bechtold; Niki Tselepidakis; Benjamin Garlow; Sean Glaister; William Zhu; Renee Liu; Alexandra Szwec; Arushi Tandon; Zachary Buono; James Pitingolo; Cristina Madalo; Isabella Ferrara; Collin Shale; Thomas Benassi; Micah Belzberg; Noah Gorelick; Brian Hwang; Camilo A. Molina; George Coles; Betty Tyler; Ian Suk; Judy Huang; Henry Brem; Amir Manbachi
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Inferring brain functional hubs by eigencentrality mapping of phase fMRI connectivity
Author(s): Zikuan Chen; Qiao Shi; Ebenezer Daniel; Bihong T. Chen
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Reduced sine hyperbolic polynomial model for brain neuro-developmental analysis
Author(s): Peyman H. Kassani; Vince D. Calhoun; Yu-Ping Wang
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Identification of dementia subtypes based on a diffusion MRI multi-model approach
Author(s): Rajikha Raja; Arvind Caprihan; Gary A. Rosenberg; Vince D. Calhoun
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A graph deep learning model for the classification of groups with different IQ using resting state fMRI
Author(s): Gang Qu; Wenxing Hu; Li Xiao; Yu-Ping Wang
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Intraoperative ultrasound to monitor spinal cord blood flow after spinal cord injury
Author(s): Amir Manbachi; Sandeep Kambhampati; Ana Ainechi; Smruti Mahapatra; Micah Belzberg; Guoliang Ying; Rongrong Chai; Yu Shrike Zhang; Noah Gorelick; Zach Pennington; Erick Westbroek; Bowen Jiang; Brian Hwang; Thomas Benassi; George Coles; Betty Tyler; Ian Suk; Youseph Yazdi; Nicholas Theodore
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Deep learning of volumetric 3D CNN for fMRI in Alzheimer’s disease classification
Author(s): Harshit S. Parmar; Brian Nutter; Rodney Long; Sameer Antani; Sunanda Mitra
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How to meet the 10 ps Coincidence Timing Resolution PET challenge
Author(s): Eric S. Harmon; Michael O. Thompson; C. Ross Schmidtlein; James N. Turner; Andrzej Krol
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Co-registration of infarct core location with angiography during mechanical thrombectomy procedures for treatment progression monitoring
Author(s): Nicholas J. Pham; Ryan A. Rava; Mohammad Mahdi Shiraz Bhurwani; Alexander R. Podgorsak; Kenneth V. Snyder; Elad I. Levy; Jason M. Davies; Adnan H. Siddiqui; Ciprian N. Ionita
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Exploration of pathology-specific flow patterns utilizing high speed angiography at 1000 fps
Author(s): A. Shields; J. Krebs; A. Sharma; L. Shepard; C. Ionita; D. R. Bednarek; S. Rudin
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A preliminary study of visualizing texture components of stage IA lung adenocarcinoma in three-dimensional thoracic CT images with structure-texture image decomposition
Author(s): Y. Kawata; N. Niki; M. Kusumoto; H. Ohmatsu; K. Aokage; G. Ishii; Y. Matsumoto; T. Tsuchida; K. Eguchi; M. Kaneko
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3D microstructure analysis of human pulmonary emphysema using a synchrotron radiation CT
Author(s): Kurumi Saito; Shota Fuketa; Ryouhei Shimatani; Yoshiki Kawata; Noboru Niki; Keiji Umetani; Yasutaka Nakano; Hiroaki Sakai; Toshihiro Okamoto; Harumi Itoh
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Quantitative assessment of weight-bearing fracture biomechanics using extremity cone-beam CT
Author(s): S. Z. Liu; Q. Cao; G. M. Osgood; J. H. Siewerdsen; J. W. Stayman; W. Zbijewski
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Segmentation of 4D images via space-time neural networks
Author(s): Changjian Sun; Jayaram K. Udupa; Yubing Tong; Sanghun Sin; Mark Wagshul; Drew A. Torigian; Raanan Arens
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Localization and segmentation of optimal slices for chest fat quantification in CT via deep learning
Author(s): Jizheng Yi; Jayaram K. Udupa; Yubing Tong; Michaela R. Anderson; David Lederer; Jason Christie; Drew A. Torigian
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Abdominal muscle segmentation from CT using a convolutional neural network
Author(s): Ka'Toria Edwards; Avneesh Chhabra; James Dormer; Phillip Jones; Robert D. Boutin; Leon Lenchik; Baowei Fei
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A prospective randomized clinical trial for measuring radiology study reporting time on Artificial Intelligence-based detection of intracranial hemorrhage in emergent care head CT
Author(s): Axel Wismüller; Larry Stockmaster
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Automated computer-based enumeration of acellular capillaries for assessment of diabetic retinopathy
Author(s): Mihran Tuceryan; Anish N. Hemmady; Craig Schebler; Alpha Alex; Ashay D. Bhatwadekar
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Deep semantic segmentation of Diabetic Retinopathy lesions: what metrics really tell us
Author(s): Pedro Furtado
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Sparse-view CT perfusion with filtered back projection image reconstruction
Author(s): Kevin J. Chung; Bijoy K. Menon; Ting-Yim Lee
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Segmentation of epicardial adipose tissue in cardiac MRI using deep learning
Author(s): Miranda R. Fulton; Amy H. Givan; Maria Fernandez-del-Valle; Jon D. Klingensmith
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IRIS: interactive real-time feedback image segmentation with deep learning
Author(s): Antonio Pepe; Richard Schussnig; Jianning Li; Christina Gsaxner; Xiaojun Chen; Thomas-Peter Fries; Jan Egger
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Quantification of flow through intracranial arteriovenous malformations using Angiographic Parametric Imaging (API)
Author(s): Kyle A. Williams; Mohammed Mahdi Shiraz Bhurwani; Kenneth V. Snyder; Elad I. Levy; Jason M. Davies; Adnan H. Siddiqui; Ciprian N. Ionita
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Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods
Author(s): Samarth Gupta; Yuan Xue; Yifu Ding; Daniel Vanselow; Maksim Yakovlev; Damian B. vam Rossum; Sharon X. Huang; Keith C. Cheng
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Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLE
Author(s): Indranil Guha; Syed Ahmed Nadeem; Chenyu You; Xiaoliu Zhang; Steven M. Levy; Ge Wang; James C. Torner; Punam K. Saha
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Deep learning based multi-organ segmentation and metastases segmentation in whole mouse body and the cryo-imaging cancer imaging and therapy analysis platform (CITAP)
Author(s): Yiqiao Liu; Madhu Gargesha; Mohammed Qutaish; Zhuxian Zhou; Bryan Scott; Hamed Yousefi; Zhengrong Lu; David L. Wilson
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ASNet: An adaptive scale network for skin lesion segmentation in dermoscopy images
Author(s): Liangjiu Zhu; Shuanglang Feng; Weifang Zhu; Xinjian Chen
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A causal brain network estimation method leveraging Bayesian analysis and the PC algorithm
Author(s): Gemeng Zhang; Aiying Zhang; Vince D. Calhoun; Yu-Ping Wang
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Efficacy of radiomics and genomics in predicting TP53 mutations in diffuse lower grade glioma
Author(s): Zeina A. Shboul; Khan M. Iftekharuddin
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Classification of skin-cancer lesions based on fluorescence lifetime imaging
Author(s): Priyanka Vasanthakumari; Renan A. Romano; Ramon G. T. Rosa; Ana G. Salvio; Vladislav Yakovlev; Cristina Kurachi; Javier A. Jo
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A hypergraph learning method for brain functional connectivity network construction from fMRI data
Author(s): Li Xiao; Julia M. Stephen; Tony W. Wilson; Vince D. Calhoun; Yu-Ping Wang
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MRI-based radiomics of sarcomas in the preclinical arm of a co-clinical trial
Author(s): M. D. Holbrook; S. J. Blocker; Y. Mowery; A. Badea; Y. Qi; D. G. Kirsch; C. T. Badea
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A machine leaning approach for abdominal aortic aneurysm severity assessment using geometric, biomechanical, and patient-specific historical clinical features
Author(s): Golnaz Jalalahmadi; María Helguera; Cristian A. Linte
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Initial investigations of x-ray particle imaging velocimetry (X-PIV) in 3D printed phantoms using 1000 fps High-Speed Angiography (HSA)
Author(s): J. Krebs; A. Shields; A. Sharma; L. M. Shepard; C. N. Ionita; D. R. Bednarek; S. Rudin
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Micro-CT imaging technique to characterize diffusion of small-molecules
Author(s): Tina Khazaee; Chris J. D. Norley; Hristo N. Nikolov; Steven I. Pollmann; David W. Holdsworth
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Quantifying the effects of stenosis on blood flow using 1000 fps High-Speed Angiography (HSA)
Author(s): J. Krebs; A. Shields; S. V. Setlur; L. M. Shepard; C. N. Ionita; D. R. Bednarek; S. Rudin
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Co-registration of pre- and post-stent intravascular OCT images for validation of finite element model simulation of stent expansion
Author(s): Yazan Gharaibeh; Juhwan Lee; David Prabhu; Pengfei Dong; Vladislav N. Zimin; Luis A. Dallan; Hiram Bezerra; Linxia Gu; David Wilson
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Image processing using Convolutional Neural Network (CNN) for Region of Interest (ROI) fluoroscopy
Author(s): S. V. Setlur Nagesh; A. Podgorsak; J. Krebs; D. R. Bednarek; S. Rudin
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Spatially aware deep learning improves identification of retinal pigment epithelial cells with heterogeneous fluorescence levels visualized using adaptive optics
Author(s): Jianfei Liu; Yoo-Jean Han; Tao Liu; Johnny Tam
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Mask-guided diffusion optical tomography image reconstruction for breast imaging
Author(s): Yejin Kim; Sungho Yun; Seungryong Cho
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Rapid and accurate identification of newly emerging infectious pathogens using bio-optical sensor in clinical specimens (Conference Presentation)
Author(s): Bonhan Koo; Yong Shin
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In vivo cancer detection in animal model using hyperspectral image classification with wavelet feature extraction
Author(s): Ling Ma; Martin Halicek; Baowei Fei
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High-resolution x-ray luminescence computed tomography
Author(s): Michael C. Lun; Changqing Li
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Application of a novel ultra-high resolution multi-detector CT in quantitative imaging of trabecular microstructure
Author(s): G. Shi; S. Subramanian; Q. Cao; S. Demehri; J. H. Siewerdsen; W. Zbijewski
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CT-based characterization of transverse and longitudinal trabeculae and its applications
Author(s): Xiaoliu Zhang; Elena M. Letuchy; Steven M. Levy; James C. Torner; Punam K. Saha
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Graph Laplacian learning based Fourier Transform for brain network analysis with resting state fMRI
Author(s): Junqi Wang; Julia M. Stephen; Tony W. Wilson; Vince D. Calhoun; Yu-ping Wang
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Evaluation of intensity-based deformable registration of multi-parametric MRI for radiomics analysis of the prostate
Author(s): Stephanie Alley; Andrey Fedorov; Cynthia Menard; Samuel Kadoury
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Automatic measurement of extra-axial CSF from infant MRI data
Author(s): Arthur LeMaout; Han Bit Yoon; Sun Hyung Kim; Mahmoud Mostapha; Mark D. Shen; Juan Prieto; Martin Styner
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Study of the effect of boundary conditions on fractional flow reserve using patient specific coronary phantoms
Author(s): Kelsey N. Sommer; Lauren M. Shepard; Vijay Iyer; Erin Angel; Michael F. Wilson; Frank J. Rybicki; Dimitrios Mitsouras; Ciprian N. Ionita
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Quantitative estimation of flow rate to fill the intravascular volume (FRIV) for CT myocardial perfusion imaging
Author(s): Hao Wu; Brendan L. Eck; Jacob Levi; Anas Fares; Hiram G. Bezerra; David L. Wilson
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An implementation of data assimilation techniques for transmural visualization of action potential propagation in cardiac tissue
Author(s): Christopher Beam; Cristian Linte; Niels F. Otani
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Fully automated segmentation of the right ventricle in patients with repaired Tetralogy of Fallot using U-Net
Author(s): Christopher T. Tran; Martin Halicek; James D. Dormer; Animesh Tandon; Tarique Hussain; Baowei Fei
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A spectral CT study on iodine augmentation of radiation therapy and its potential for combination with chemotherapy
Author(s): C. T. Badea; K. Ghaghada; M. D. Holbrook; Prajwal Bhandari; D. P. Clark; Y. Qi; Y. Mowery
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Time course study of a gold nanoparticle contrast agent
Author(s): Samir El ketara; Nancy L. Ford
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Comparison different vessel segmentation methods in automated microaneurysms detection in retinal images using convolutional neural networks
Author(s): Meysam Tavakoli; Mahdieh Nazar
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CrohnIPI: An endoscopic image database for the evaluation of automatic Crohn's disease lesions recognition algorithms
Author(s): R. Vallée; A. De Maissin; A. Coutrot; H. Mouchère; A. Bourreille; N. Normand
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Attenuation correction without structural images for PET imaging
Author(s): Yang Lei; Tonghe Wang; Xue Dong; Kristin Higgins; Tian Liu; Walter J. Curran; Hui Mao; Jonathon A. Nye; Xiaofeng Yang
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Multi-organ segmentation in pelvic CT images with CT-based synthetic MRI
Author(s): Yang Lei; Xue Dong; Sibo Tian; Tonghe Wang; Pretesh Patel; Walter J. Curran; Ashesh B. Jani; Tian Liu; Xiaofeng Yang
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Fully automated segmentation of the temporal bone from micro-CT using deep learning
Author(s): Soodeh Nikan; Sumit K. Agrawal; Hanif M. Ladak
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A new interactive visual-aided decision-making supporting tool to predict severity of acute ischemic stroke
Author(s): Gopichandh Danala; Sai Kiran Reddy Maryada; Morteza Heidari; Bappaditya Ray; Masoom Desai; Bin Zheng
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Controllability of structural brain networks in dementia
Author(s): Lisa Meyer-Bäse; Fatima Saad; Amirhessam Tahmassebi
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3D distributed deep learning framework for prediction of human intelligence from brain MRI
Author(s): Seungwook Han; Yan Zhang; Yihui Ren; Jonathan Posner; Shinjae Yoo; Jiook Cha
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Optimization of DSA image data input to a machine learning aneurysm identifier
Author(s): Alexander R. Podgorsak; Mohammad Mahdi Shiraz Bhurwani; Ryan A. Rava; Jason M. Davies; Ciprian N. Ionita
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Brain tumor segmentation using 3D mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging
Author(s): Jiwoong Jeong; Yang Lei; Hui-Kuo Shu; Tian Liu; Liya Wang; Walter Curran; Hui Mao; Xiaofeng Yang
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Connectivity analysis of anterior nuclei of the thalamus in diffusion-MRI using constrained spherical deconvolution (CSD), multi-shell multi-tissue CSD and probabilistic DTI for ANT-DBS in epilepsy
Author(s): Ruhunur Özdemir; Kai Lehtimäki M.D.; Jukka Peltola M.D.; Hannu Eskola
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Integration of multi-task fMRI for cognitive study by structure-enforced collaborative regression
Author(s): Yuntong Bai; Vince D. Calhoun; Yu-Ping Wang
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MRI-aided attenuation correction for PET imaging with deep learning
Author(s): Yang Lei; Xue Dong; Tonghe Wang; Kristin Higgins; Tian Liu; Walter J. Curran; Jonathan A. Nye; Hui Mao; Xiaofeng Yang
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Multiparametric MRI-guided high-dose-rate prostate brachytherapy with focal dose boost to dominant intraprostatic lesions
Author(s): Tonghe Wang; Matt Giles; Robert H. Press; Xianjin Dai; Ashesh B. Jani; Peter Rossi; Yang Lei; Walter J. Curran; Pretesh Patel; Tian Liu; Xiaofeng Yang
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Quantification of axillary lymphadenopathy from CT images of filovirus infections in non-human primates: sensitivity and evaluation of radiomics-based methods
Author(s): Marcelo A. Castro; Jeffrey Solomon; Ji Hyun Lee; Philip J. Sayre; Christopher Bartos; David Thomasson; Laura Bollinger; Jennifer Sword; Lisa Hensley; Reed F. Johnson; Irwin M. Feuerstein
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Evaluation of R2* as a noninvasive endogenous imaging biomarker for Ebola virus liver disease progression in nonhuman primates
Author(s): Marcelo A. Castro; Ji Hyun Lee; Ian Crozier; Jeffrey Solomon; Joseph Laux; Danny Ragland; James Logue; Rebecca Shim; Laura Bollinger; David Thomasson; Lisa Hensley; Richard S. Bennett; Irwin M. Feuerstein
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Intensity non-uniformity correction in MR imaging using deep learning
Author(s): Xianjin Dai; Yang Lei; Yingzi Liu; Tonghe Wang; Walter J. Curran; Pretesh Patel; Tian Liu; Xiaofeng Yang
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Synthetic CT-aided MRI-CT image registration for head and neck radiotherapy
Author(s): Yabo Fu; Yang Lei; Jun Zhou; Tonghe Wang; David S. Yu; Jonathan J. Beitler; Walter J. Curran; Tian Liu; Xiaofeng Yang
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Improved accuracy and precision of calcium mass score using deconvolution and partial volume correction
Author(s): Yingnan Song; Brendan L. Eck; Jacob Levi; David L. Wilson
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Automatic quantification of hip osteoarthritis from low-quality x-ray images
Author(s): Giancarlos Gutiérrez C.; Eveling Castro G.; Javier Delgado O.; Paúl Pauca; Stefan Klein; Hans Lamecker
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Towards assessment of histopathology correlation with multiple imaging modalities: A pilot study using a visible mouse
Author(s): Anando Sen; Charles V. Kingsley; Jorge de la Cerda; F. William Schuler; Abdallah S. R. Mohamed; Mark D. Pagel; Kristy K. Brock
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Non-invasive prediction of lymph node risk in oral cavity cancer patients using a combination of supervised and unsupervised machine learning algorithms
Author(s): A. Traverso; A. Hosni-Abdalaty; M. Hasan; T. Tadic; T. Patel; M. Giuliani; J. Kim; J. Ringash; J. Cho; S. Bratman; A. Bayley; J. Waldron; B. O'Sullivan; J. Irish; D. Chepeha; J. De Almeida; D. Goldstein; D. Jaffray; L. Wee; A. Dekker; A. Hope
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Repeatability, reproducibility, and accuracy of a novel imaging technique for measurement of ocular axial length
Author(s): Neelam Hari; Carrie Burgess; Ehsan Vaghefi
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Noise reduction in the inverse solution for one-dimensional cardiac active stress reconstruction
Author(s): Vignesh Venkataramani; Minyao Li; Cristian A. Linte; Niels F. Otani
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Micro-computed tomography imaging of a rodent model of Chronic Obstructive Pulmonary Disease (COPD)
Author(s): Nancy L. Ford; Ian Lee; Anthony Tam; Don D. Sin
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Infarct region segmentation in rat brain T2 MR images after stroke based on fully convolutional networks
Author(s): Herng-Hua Chang; Shin-Joe Yeh; Ming-Chang Chiang; Sung-Tsang Hsieh
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Left ventricular myocardium segmentation in coronary computed tomography angiography using 3D deep attention u-net
Author(s): Xiuxiu He; Bangjun Guo; Yang Lei; Joseph Harms; Tonghe Wang; Tian Liu; Longjiang Zhang; Xiaofeng Yang
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Automatic detection and counting of retina cell nuclei using deep learning
Author(s): S. M. Hadi Hosseini; Hao Chen; Monica M. Jablonski
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