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PROCEEDINGS VOLUME 10953 • new

Medical Imaging 2019: Biomedical Applications in Molecular, Structural, and Functional Imaging
Editor(s): Barjor Gimi; Andrzej Krol
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 10953
Estimated Publication Date: 21 March 2019

Table of Contents
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Front Matter: Volume 10953
Author(s): Proceedings of SPIE
Rapid cone-beam computed tomography (CBCT) using an ultra-high frame rate imaging photon counting detector (PCD) with 100 µm resolution
Author(s): A. Shankar; J. Krebs; A. R. Podgorsak; C. N. Ionita; D. R. Bednarek; S. Rudin
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Towards 50 ps TOF-PET for brain imaging
Author(s): Eric S. Harmon; Michael O. Thompson; C. Ross Schmidtlein; James N. Turner; Andrzej Krol
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Design, fabrication and evaluation of non-imaging, label-free pre-screening tool using quantified bio-electrical tissue profile
Author(s): Ali Zarafshani; Yunzhi Wang; Seyedeh-Nafiseh Mirniaharikandehei; Morteza Heidari; Faranak Aghaei; Siqi Wang; Liangzhong Xiang; Bin Zheng
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Investigation of Pockels effect in optical property modulation-based radiation detection method for positron emission tomography
Author(s): Yuli Wang; Zehao Li; Jianfeng Xu
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Deep learning based approach for fully automated detection and segmentation of hard exudate from retinal images
Author(s): F. Zabihollahy; A. Lochbihler; E. Ukwatta
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Deep convolutional network based on rank learning for OCT retinal images quality assessment
Author(s): Jia Yang Wang; Lei Zhang; Min Zhang; Jun Feng; Yi Lv M.D.
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Rapid sequence angiography with a 3D printed aneurysm phantom and an ultra-high frame rate imaging photon counting detector (PCD)
Author(s): A. Shankar; J. Krebs; D. R. Bednarek; S. Rudin
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Investigating a quantitative radiomics approach for brain tumor classification
Author(s): Anas Zainul Abidin; Irfaan Dar; Adora M. D'Souza; Edward P. Lin; Axel Wismüller
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Progressive degeneration of white matter functional connectivity in Alzheimer’s disease
Author(s): Yurui Gao; Muwei Li; Zhongliang Zu; Baxter P. Rogers; Adam W. Anderson; Zhaohua Ding; John C. Gore
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Phase fMRI reveals sparser function connectivity than magnitude fMRI
Author(s): Zikuan Chen; Vince Calhoun
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Estimation of axonal conduction speed and the inter hemispheric transfer time using connectivity informed maximum entropy on the mean
Author(s): Samuel Deslauriers-Gauthier; Rachid Deriche
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Quantitative assessment of dMRI-based dentate-rubro-thalamic tractography in squirrel monkey
Author(s): Yurui Gao; Kurt Schilling; Iwona Stepniewska; Guozhen Luo; Bennett Landman; Hong Yu; Daniel Claassen; Benoit Dawant; Adam Anderson
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Pulmonary blood vessels extraction from dual-energy CT images using a synchrotron radiation micro-CT
Author(s): K. Saito; S. Ohnishi ; S. Fuketa; Y. Kawata; N. Niki; K. Umetani; H. Sakai; Y. Nakano; T. Okamoto; H. Itoh
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Texture analysis of thoracic CT to predict hyperpolarized gas MRI lung function
Author(s): Andrew Westcott; Dante P. I. Capaldi; David G. McCormack M.D.; Aaron Fenster; Grace Parraga
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Micro-computed tomography imaging of cigarette smoke-exposed mice to model early chronic obstructive pulmonary disease (COPD)
Author(s): Nancy L. Ford; Ian Lee; Anthony Tam; Don D. Sin
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Development and evaluation of pulmonary imaging multi-parametric response maps for deep phenotyping of chronic obstructive pulmonary disease
Author(s): Jonathan L. MacNeil; Dante P. I. Capaldi; Rachel L. Eddy; Andrew Westcott; Alexander M. Matheson; Andrea L. Barker; Cathy Ong-Ly; David G. McCormack M.D.; Grace Parraga
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Multiseg pipeline: automatic tissue segmentation of brain MR images with subject-specific atlases
Author(s): Kevin Pham; Xiao Yang; Marc Niethammer; Juan C. Prieto; Martin Styner
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Unsupervised segmentation of micro-CT images based on a hybrid of variational inference and adversarial learning
Author(s): Takayasu Moriya; Holger R. Roth; Shota Nakamura; Hirohisa Oda; Masahiro Oda; Kensaku Mori
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Developing a computer-aided image analysis and visualization tool to predict region-specific brain tissue “at risk” for developing acute ischemic stroke
Author(s): Gopichandh Danala; Morteza Heidari; Faranak Aghaei; Bappaditya Ray; Bin Zheng
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Large-scale parcellation of the ventricular system using convolutional neural networks
Author(s): Hans E. Atlason; Muhan Shao; Vidar Robertsson M.D.; Sigurdur Sigurdsson; Vilmundur Gudnason M.D.; Jerry L. Prince; Lotta M. Ellingsen
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Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR data
Author(s): Xiaoxiao He; Chaowei Tan; Yuting Qiao; Virak Tan; Dimitris Metaxas; Kang Li
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Coupled active shape models for automated segmentation and landmark localization in high-resolution CT of the foot and ankle
Author(s): M. Brehler; A. Islam; L. Vogelsang; D. Yang; W. Sehnert; D. Shakoor; S. Demehri M.D.; J. H. Siewerdsen; W. Zbijewski
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Skin lesion boundary segmentation with fully automated deep extreme cut methods
Author(s): Manu Goyal; Jiahua Ng; Amanda Oakley; Moi Hoon Yap
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The effect of color constancy algorithms on semantic segmentation of skin lesions
Author(s): Jia hua Ng; Manu Goyal; Brett Hewitt; Moi Hoon Yap
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Using deep learning to detect oesophageal lesions in PET-CT
Author(s): I. Ackerley; R. Smith; J. Scuffham; M. Halling-Brown; E. Lewis; E. Spezi; V. Prakash M.D.; K. Wells
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A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis
Author(s): Loic Michoud; Chao Huang; Marilia Yatabe; Antonio Ruellas; Marcos Ioshida; Beatriz Paniagua; Martin Styner; João Roberto Gonçalves; Jonas Bianchi; Lucia Cevidanes; Juan Carlos Prieto
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Measuring hippocampal neuroanatomical asymmetry to better diagnose Alzheimer's disease
Author(s): Antonio Martinez-Torteya; Félix E. Rodríguez-Cantú; Mónica Rivera-Dávila; José M. Celaya-Padilla; José G. Tamez-Peña
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Improving estimates of brain metabolite concentrations in MR spectroscopic imaging (MRSI) through MRI content
Author(s): Juliana Fontolan; Danilo Pereira Sr.; Roberto Souza; Simone Appenzeller; Letícia Rittner
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Electrical impedance mapping for localizing evolving traumatic brain injury
Author(s): Alicia C. Everitt; Brandon K. Root M.D.; David F. Bauer M.D.; Ryan J. Halter
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Extraction of co-expressed discriminative features of schizophrenia in imaging epigenetics framework
Author(s): Yuntong Bai; Zille Pascal; Vince D. Calhoun; Yu-Ping Wang
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Substantia nigra segmentation on neuromelanin-sensitive MRI
Author(s): Touseef Ahmad Qureshi; Elliot Hogg; Cody Lynch; Debiao Li; Michele Tagliati; Zhaoyang Fan
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Pseudo-CT image generation from mDixon MRI images using fully convolutional neural networks
Author(s): J. V. Stadelmann; H. Schulz; U. A. van der Heide; S. Renisch
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Imaging inhibitory effect of fissure sealants on demineralization of adjacent enamel with cross polarization OCT
Author(s): Alaa A. Turkistani
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Spatial arrangement of leakage patterns in diabetic macular edema is associated with tolerance of aflibercept treatment interval length: preliminary findings
Author(s): Prateek Prasanna; Justis Ehlers; Vishal Bobba; Natalia Figueredo; Cheng Lu; Sumit Sharma; Sunil Srivastava; Anant Madabhushi
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Morphology of vascular network in eyes with diabetic macular edema varies based on tolerance of aflibercept treatment interval length: preliminary findings
Author(s): Prateek Prasanna; Justis Ehlers; Nathaniel Braman; Natalia Figueredo; Vishal Bobba; Sumit Sharma; Sunil Srivastava; Anant Madabhushi
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Imaging of murine melanoma tumors using fluorescent gold nanoparticles
Author(s): Steve Kozomara; Nancy L. Ford
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Initial assessment of neuro pressure gradients in carotid stenosis using 3D printed patient-specific phantoms
Author(s): Lauren M. Shepard; Adnan H. Siddiqui M.D.; Kenneth V. Snyder; Elad I. Levy M.D.; Jason M. Davies; Ciprian N. Ionita
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Toward an automatic segmentation of mitral valve chordae
Author(s): Daryna Panicheva; Pierre-Frédéric Villard; Marie-Odile Berger
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Methods for quantitative characterization of bone injury from computed-tomography images
Author(s): Pablo Hernandez-Cerdan; Beatriz Paniagua; Jack Prothero; J. S. Marron; Eric Livingston; Ted Bateman; Matthew McCormick
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Quantitative evaluation of bone microstructure using high-resolution extremity cone-beam CT with a CMOS detector
Author(s): S. Subramanian; M. Brehler; Q. Cao; F. J. Quevedo Gonzalez; R. E. Breighner; J. A. Carrino; T. Wright; J. Yorkston; J. H. Siewerdsen; W. Zbijewski
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Advanced statistical analysis to classify high dimensionality textural probability-distribution matrices
Author(s): Jack Prothero; Jean-Baptiste Vimort; Antonio Ruellas; J. S. Marron; Matthew McCormick; Pablo Hernandez-Cerdan; Lucia Cevidanes; Erika Benavides; Beatriz Paniagua
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Quantitative cartilage imaging using spectral photon-counting detector based computed tomography
Author(s): Kishore Rajendran; Shengzhen Tao; Amy Benike; Shuai Leng; Cynthia McCollough
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Auto-labeling of respiratory time points in free-breathing thoracic dynamic MR image acquisitions for 4D image construction
Author(s): Changjian Sun; Jayaram K. Udupa; Yubing Tong; Caiyun Wu; Shuxu Guo; Joseph M. McDonough; Drew A. Torigian; Robert M. Campbell
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Semi-automated myocardial segmentation in native T1-mapping CMR using deformable non-rigid registration of CINE images
Author(s): Nadia A. Farrag; James A. White M.D.; Eranga Ukwatta
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Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysis
Author(s): Adora M. DSouza; Anas Z. Abidin; Axel Wismüller
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Automated signal drift and global fluctuation removal from 4D fMRI data based on principal component analysis as a major preprocessing step for fMRI data analysis
Author(s): Harshit S. Parmar; Brian Nutter; Rodney Long; Sameer Antani; Sunanda Mitra
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High-resolution MRI of the mouse cerebral vasculature to study hemodynamic-induced vascular remodeling
Author(s): Hamidreza Rajabzadeh-Oghaz; Anusha Ramesh Chandra; Liza C. Gutierrez; Ferdinand Schweser; Ciprian Ionita; Adnan Siddiqui; Vincent M. Tutino
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Tomosynthesis method for depth resolution of beta emitters
Author(s): Thomy Mertzanidou; Nick Calvert; David Tuch; Danail Stoyanov; Simon Arridge
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To gate or not to gate: an evaluation of respiratory gating techniques to improve volume measurement of murine lung tumors in micro-CT imaging
Author(s): S. J. Blocker; M. Holbrook; Y. M. Mowery M.D.; C. T. Badea
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Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast x-ray CT
Author(s): Hirohisa Oda; Holger R. Roth; Takaaki Sugino; Naoki Sunaguchi; Noriko Usami; Masahiro Oda; Daisuke Shimao; Shu Ichihara M.D.; Tetsuya Yuasa; Masami Ando; Toshiaki Akita M.D.; Yuji Narita M.D.; Kensaku Mori M.D.
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Demonstration of improved image resolution for larger focal spot sizes by decreasing anode angles in clinical settings
Author(s): H. Nishankar; A. Shankar; S. V. Setlur Nagesh; D. Bednarek; S. Rudin
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Novel measurement of LV twist using 4DCT: quantifying accuracy as a function of image noise
Author(s): Gabrielle M. Colvert; Ashish Manohar; Brendan Colvert; Andrew Schluchter; Francisco Contijoch; Elliot McVeigh
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An MR compatible aortic arch phantom with calcific polymeric valves
Author(s): Alex Henn; Sean Callahan; Michael Kendrick; Arash Kheradvar; Amir A. Amini
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A learning-based automatic segmentation method on left ventricle in SPECT imaging
Author(s): Tonghe Wang; Yang Lei; Haipeng Tang; Joseph Harms; Cheng Wang; Tian Liu; Walter J. Curran; Weihua Zhou; Dianfu Li; Xiaofeng Yang
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Using FDG and NaF PET/CT imaging to investigate the relationship between inflammation and microcalcification in the aorta
Author(s): Thomas Auslander; Sofia Miguez; Alexandra Batzdorf; Olivia Sorci; Marie Lim; Brandon Jones; Michael Mayer; Poul F. Høilund-Carlsen; Abass Alavi; Chamith S. Rajapakse
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Improved reproducibility 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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Comparison of benchtop pressure gradient measurements in 3D printed patient specific cardiac phantoms with CT-FFR and computational fluid dynamic simulations
Author(s): Kelsey N. Sommer; Lauren Shepard; Vijay Iyer M.D.; Erin Angel; Michael F. Wilson; Frank J. Rybicki; Dimitrios Mitsouras; Kanako Kunishima Kumamaru; Stephen Rudin; Ciprian N. Ionita
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Effect of silver nitrate on interfacial gap detection under polymeric dental restoration in CP-OCT imaging
Author(s): Turki A. Bakhsh
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A comparative study of graph search algorithms for segmenting coronary arteries from cine angiography
Author(s): Benjamin Veasey; Shahab Ghafghazi M.D.; Amir A. Amini
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2D pattern matching of frontal plane radiograph to 3D model identifies structural and functional deficiencies of spinal pelvic system in consideration of mechanical spine pain
Author(s): Raymond Wiegand
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Toward employing the full potential of magnetic particle imaging: exploring visualization techniques and clinical use cases for real-time 3D vascular imaging
Author(s): René Werner; Dominik Weller; Johannes Salamon; Martin Möddel; Tobias Knopp
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Brain MRI classification based on machine learning framework with auto-context model
Author(s): Yang Lei; Yingzi Liu; Tonghe Wang; Sibo Tian; Xue Dong; Xiaojun Jiang; Tian Liu; Hui Mao; Walter J. Curran; Hui-Kuo Shu; Xiaofeng Yang
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Learning 3D non-rigid deformation based on an unsupervised deep learning for PET/CT image registration
Author(s): Hengjian Yu; Xiangrong Zhou; Huiyan Jiang; Hongjian Kang; Zhiguo Wang; Takeshi Hara; Hiroshi Fujita
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A combined deep-learning approach to fully automatic left ventricle segmentation in cardiac magnetic resonance imaging
Author(s): Ramon A. Moreno; Marina F. S. de Sá Rebelo; Talles Carvalho; Antonildes N. Assunção; Roberto N. Dantas; Renata do Val; Angela S. Marin; Adriano Bordignom; Cesar H. Nomura; Marco A. Gutierrez
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XNet: a convolutional neural network (CNN) implementation for medical x-ray image segmentation suitable for small datasets
Author(s): Joseph Bullock; Carolina Cuesta-Lázaro; Arnau Quera-Bofarull
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Automatic pressure ulcer measurement using RGB-D data
Author(s): C.-Y. Pai; H. Morera; S. Sarkar; K. Hall; L. Cowan; P. A. Toyinbo; M. J. Peterson; D. Goldgof
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Automatic delineation of anterior and posterior cruciate ligaments by combining deep learning and deformable atlas based segmentation
Author(s): Yogish Mallya; Vijayananda J.; Vidya M. S.; Vasantha Kumar Venugopal; Vidur Mahajan
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Computerized assessment of glaucoma severity based on color fundus images
Author(s): Lei Wang; Han Liu; Jian Zhang; Hang Chen; Jiantao Pu
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Cascaded convolutional neural networks for spine chordoma tumor segmentation from MRI
Author(s): Syed M. S. Reza; Snehashis Roy; Deric M. Park; Dzung L. Pham; John A. Butman
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Conformal initialization for shape analysis applications in SALT
Author(s): Zhengyang Fang; Mahmoud Mostapha; Juan Prieto; Martin Styner
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Machine-learning based classification of glioblastoma using dynamic susceptibility enhanced MR image
Author(s): Jiwoong Jason Jeong; Bing Ji; Yang Lei; Liya Wang; Tian Liu; Arif Ali; Walter J. Curran; Hui Mao; Xiaofeng Yang
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Predicting conversion to psychosis in clinical high risk patients using resting-state functional MRI features
Author(s): Jolie McDonnell; William Hord; Jenna Reinen; Pablo Polosecki; Irina Rish; Guillermo Cecchi
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Investigation of necessary conditions for imaging cell analysis using EIT
Author(s): Christian Gibas; Birgyl Veckollari; Gregor Schulte; Mareike Müller; Rainer Brück; Holger Schönherr
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Study of separation between ex vivo malignant and benign prostatic tissue using magnetic resonance electrical property tomography
Author(s): Ethan K. Murphy; Elias S. Hyams; Alan R. Schned; Jason Pettus; Ryan Halter
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