Table of Contents

• Pseudo-CT image generation from mDixon MRI images using fully convolutional neural networksJ. V. Stadelmann, Heinrich Schulz, U. A. van der Heide, Steffen Renisch. [doi]
• A combined deep-learning approach to fully automatic left ventricle segmentation in cardiac magnetic resonance imagingRamon Alfredo 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. [doi]
• Effective 3D humerus and scapula extraction using low-contrast and high-shape-variability MR dataXiaoxiao He, Chaowei Tan, Yuting Qiao, Virak Tan, Dimitris N. Metaxas, Kang Li 0004. [doi]
• Extraction of co-expressed discriminative features of Schizophrenia in imaging epigenetics frameworkYuntong Bai, Pascal Zille, Vince D. Calhoun, Yu-Ping Wang. [doi]
• Large-scale parcellation of the ventricular system using convolutional neural networksHans E. Atlason, Muhan Shao, Vidar Robertsson, Sigurdur Sigurdsson, Vilmundur Gudnason, Jerry L. Prince, Lotta Maria Ellingsen. [doi]
• Quantitative cartilage imaging using spectral photon-counting detector based computed tomographyKishore Rajendran, Shengzhen Tao, Amy Benike, Shuai Leng, Cynthia H. McCollough. [doi]
• Using FDG and NaF PET/CT imaging to investigate the relationship between inflammation and microcalcification in the aortaThomas Auslander, Sofia Miguez, Alexandra Batzdorf, Olivia Sorci, Marie Lim, Brandon Jones, Michael Mayer, Poul Flemming Høilund-Carlsen, Abass Alavi, Chamith S. Rajapakse. [doi]
• Demonstration of improved image resolution for larger focal spot sizes by decreasing anode angles in clinical settingsH. Nishankar, A. Shankar, S. V. Setlur Nagesh, Daniel R. Bednarek, Stephen Rudin. [doi]
• Novel measurement of LV twist using 4DCT: quantifying accuracy as a function of image noiseGabrielle M. Colvert, Ashish Manohar, Brendan Colvert, Andrew Schluchter, Francisco Contijoch, Elliot R. McVeigh. [doi]
• Pulmonary blood vessels extraction from dual-energy CT images using a synchrotron radiation micro-CTK. Saito, S. Ohnishi, S. Fuketa, Yoshiki Kawata, Noboru Niki, K. Umetani, H. Sakai, Yasutaka Nakano, T. Okamoto, H. Itoh. [doi]
• Development and evaluation of pulmonary imaging multi-parametric response maps for deep phenotyping of chronic obstructive pulmonary diseaseJonathan L. MacNeil, Dante P. I. Capaldi, Rachel L. Eddy, Andrew R. Westcott, Alexander M. Matheson, Andrea L. Barker, Cathy Ong-Ly, David G. McCormack, Grace Parraga. [doi]
• Learning 3D non-rigid deformation based on an unsupervised deep learning for PET/CT image registrationHengjian Yu, Xiangrong Zhou, Huiyan Jiang, Hongjian Kang, Zhiguo Wang, Takeshi Hara, Hiroshi Fujita 0001. [doi]
• 2D pattern matching of frontal plane radiograph to 3D model identifies structural and functional deficiencies of spinal pelvic system in consideration of mechanical spine painRaymond Wiegand. [doi]
• Rapid sequence angiography with a 3D printed aneurysm phantom and an ultra-high frame rate imaging photon counting detector (PCD)A. Shankar, Jordan Krebs, Daniel R. Bednarek, Stephen Rudin. [doi]
• Measuring hippocampal neuroanatomical asymmetry to better diagnose Alzheimer's diseaseAntonio Martínez-Torteya, Félix E. Rodríguez-Cantú, Mónica Rivera-Dávila, José M. Celaya-Padilla, José G. Tamez-Peña. [doi]
• Auto-labeling of respiratory time points in free-breathing thoracic dynamic MR image acquisitions for 4D image constructionChangjian Sun, Jayaram K. Udupa, Yubing Tong, Caiyun Wu, Shuxu Guo, Joseph M. McDonough, Drew A. Torigian, Robert M. Campbell Jr.. [doi]
• A web-based system for statistical shape analysis in temporomandibular joint osteoarthritisLoic Michoud, Chao Huang, Marilia Yatabe, Antonio Carlos Ruellas, Marcos Ioshida, Beatriz Paniagua, Martin Styner, João Roberto Gonçalves, Jonas Bianchi, Lucia H. S. Cevidanes, Juan-Carlos Prieto. [doi]
• Substantia nigra segmentation on Neuromelanin-sensitive MRITouseef Ahmad Qureshi, Elliot Hogg, Cody Lynch, Debiao Li, Michele Tagliati, Zhaoyang Fan. [doi]
• Developing a computer-aided image analysis and visualization tool to predict region-specific brain tissue "at risk" for developing acute ischemic strokeGopichandh Danala, Morteza Heidari, Faranak Aghaei, Bappaditya Ray, Bin Zheng 0001. [doi]
• Skin lesion boundary segmentation with fully automated deep extreme cut methodsManu Goyal, Jiahua Ng, Amanda Oakley, Moi Hoon Yap. [doi]
• Texture analysis of thoracic CT to predict hyperpolarized gas MRI lung functionAndrew R. Westcott, Dante P. I. Capaldi, David G. McCormack, Aaron Fenster, Grace Parraga. [doi]
• Toward employing the full potential of magnetic particle imaging: exploring visualization techniques and clinical use cases for real-time 3D vascular imagingRené Werner, Dominik Weller, Johannes M. Salamon, Martin Möddel, Tobias Knopp. [doi]
• Improved reproducibility of calcium mass score using deconvolution and partial volume correctionYingnan Song, Brendan L. Eck, Jacob Levi, David L. Wilson. [doi]
• Semi-automated myocardial segmentation of T1-mapping cardiovascular magnetic resonance images using deformable non-rigid registration from CINE imagesNadia A. Farrag, James A. White, Eranga Ukwatta. [doi]
• Classification of autism spectrum disorder from resting-state fMRI with mutual connectivity analysisAdora M. DSouza, Anas Z. Abidin, Axel Wismüller. [doi]
• Coupled active shape models for automated segmentation and landmark localization in high-resolution CT of the foot and ankleMichael Brehler, A. Islam, L. Vogelsang, D. Yang, W. Sehnert, D. Shakoor, S. Demehri, Jeffrey H. Siewerdsen, Wojciech Zbijewski. [doi]
• Improving estimates of brain metabolite concentrations in MR spectroscopic imaging (MRSI) through MRI contentJuliana Fontolan, Danilo Pereira, Roberto Souza, Simone Appenzeller, Letícia Rittner. [doi]
• Investigating a quantitative radiomics approach for brain tumor classificationAnas Z. Abidin, Irfaan Dar, Adora M. D'Souza, Edward P. Lin, Axel Wismüller. [doi]
• Tomosynthesis method for depth resolution of beta emittersThomy Mertzanidou, Nick Calvert, David Tuch, Danail Stoyanov, Simon R. Arridge. [doi]
• Micro-computed tomography imaging of cigarette smoke-exposed mice to model early chronic obstructive pulmonary disease (COPD)Nancy L. Ford, Ian Lee, Anthony Tam, Don D. Sin. [doi]
• An MR compatible aortic arch phantom with calcific polymeric valvesAlex Henn, Sean Callahan, Michael Kendrick, Arash Kheradvar, Amir A. Amini. [doi]
• A comparative study of graph search algorithms for segmenting coronary arteries from cine angiographyBenjamin Veasey, Shahab Ghafghazi, Amir A. Amini. [doi]
• Progressive degeneration of white matter functional connectivity in Alzheimer's diseaseYurui Gao, Muwei Li, Zhongliang Zu, Baxter P. Rogers, Adam W. Anderson, Zhaohua Ding, John C. Gore. [doi]
• A learning-based automatic segmentation method on left ventricle in SPECT imagingTonghe Wang, Yang Lei, Haipeng Tang, Joseph Harms, Cheng Wang, Tian Liu, Walter J. Curran, Weihua Zhou, Dianfu Li, Xiaofeng Yang. [doi]
• To gate or not to gate: an evaluation of respiratory gating techniques to improve volume measurement of murine lung tumors in micro-CT imagingS. J. Blocker, M. Holbrook, Y. M. Mowery, C. T. Badea. [doi]
• Electrical impedance mapping for localizing evolving traumatic brain injuryAlicia Everitt, Brandon K. Root, David F. Bauer, Ryan J. Halter. [doi]
• Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast x-ray CTHirohisa Oda, Holger R. Roth, Takaaki Sugino, Naoki Sunaguchi, Noriko Usami, Masahiro Oda, Daisuke Shimao, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Toshiaki Akita, Yuji Narita, Kensaku Mori. [doi]
• Predicting conversion to psychosis in clinical high risk patients using resting-state functional MRI featuresJolie McDonnell, William Hord, Jenna Reinen, Pablo Polosecki, Irina Rish, Guillermo A. Cecchi. [doi]
• Brain MRI classification based on machine learning framework with auto-context modelYang Lei, Yingzi Liu, Tonghe Wang, Sibo Tian, Xue-dong, Xiaojun Jiang, Tian Liu, Hui Mao, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang. [doi]
• Study of separation between ex vivo malignant and benign prostatic tissue using magnetic resonance electrical property tomographyEthan K. Murphy, Elias S. Hyams, Alan R. Schned, Jason Pettus, Ryan J. Halter. [doi]
• Estimation of axonal conduction speed and the inter hemispheric transfer time using connectivity informed maximum entropy on the meanSamuel Deslauriers-Gauthier, Rachid Deriche. [doi]
• Automated signal drift and global fluctuation removal from 4D fMRI data based on principal component analysis as a major preprocessing step for fMRI data analysisHarshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra. [doi]
• Investigation of necessary conditions for imaging cell analysis using EITChristian Gibas, Birgyl Veckollari, Gregor Schulte, Mareike Müller, Rainer Brück 0001, Holger Schönherr. [doi]
• Using deep machine learning to detect esophageal lesions in PET-CT scansI. Ackerley, Rhodri Smith, J. Scuffham, Mark D. Halling-Brown, Emma Lewis, E. Spezi, V. Prakash, Kevin Wells. [doi]
• Comparison of benchtop pressure gradient measurements in 3D printed patient specific cardiac phantoms with CT-FFR and computational fluid dynamic simulationsKelsey N. Sommer, Lauren M. Shepard, Vijay Iyer, Erin Angel, Michael F. Wilson, Frank J. Rybicki, Dimitrios Mitsouras, Kanako Kunishima Kumamaru, Stephen Rudin, Ciprian N. Ionita. [doi]
• Effect of silver nitrate on interfacial gap detection under polymeric dental restoration in CP-OCT imagingTurki A. Bakhsh. [doi]
• Multiseg pipeline: automatic tissue segmentation of brain MR images with subject-specific atlasesKevin Pham, Xiao Yang 0002, Marc Niethammer, Juan C. Prieto, Martin Styner. [doi]
• High-resolution MRI of the mouse cerebral vasculature to study hemodynamic-induced vascular remodelingHamidreza Rajabzadeh-Oghaz, Anusha Ramesh Chandra, Liza C. Gutierrez, Ferdinand Schweser, Ciprian N. Ionita, Adnan Siddiqui, Vincent Tutino. [doi]
• Phase fMRI reveals sparser function connectivity than magnitude fMRIZikuan Chen, Vince D. Calhoun. [doi]
• The effect of color constancy algorithms on semantic segmentation of skin lesionsJiahua Ng, Manu Goyal, Brett Hewitt, Moi Hoon Yap. [doi]
• Quantitative assessment of dMRI-based dentate-rubro-thalamic tractography in squirrel monkeyYurui Gao, Kurt Schilling, Iwona Stepniewska, Guozhen Luo, Bennett A. Landman, Hong Yu, Daniel O. Claassen, Benoit M. Dawant, Adam M. Anderson. [doi]
• Unsupervised segmentation of micro-CT images based on a hybrid of variational inference and adversarial learningTakayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Masahiro Oda, Kensaku Mori. [doi]
• XNet: a convolutional neural network (CNN) implementation for medical x-ray image segmentation suitable for small datasetsJoseph Bullock, Carolina Cuesta-Lázaro, Arnau Quera-Bofarull. [doi]
• Rapid cone-beam computed tomography (CBCT) using an ultra-high frame rate imaging photon counting detector (PCD) with 100 μm resolutionA. Shankar, Jordan Krebs, Alexander R. Podgorsak, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin. 1095302 [doi]
• Towards 50 ps TOF-PET for brain imagingEric S. Harmon, Michael O. Thompson, C. Ross Schmidtlein, James N. Turner, Andrzej Król. 1095303 [doi]
• Design, fabrication and evaluation of non-imaging, label-free pre-screening tool using quantified bio-electrical tissue profileAli Zarafshani, Yunzhi Wang, Seyedeh-Nafiseh Mirniaharikandehei, Morteza Heidari, Faranak Aghaei, Siqi Wang, Liangzhong Xiang, Bin Zheng 0001. 1095304 [doi]
• Investigation of Pockels effect in optical property modulation-based radiation detection method for positron emission tomographyYuli Wang, Zehao Li, Jianfeng Xu. 1095306 [doi]
• Deep learning based approach for fully automated detection and segmentation of hard exudate from retinal imagesFatemeh Zabihollahy, A. Lochbihler, Eranga Ukwatta. 1095308 [doi]
• Deep convolutional network based on rank learning for OCT retinal images quality assessmentJia-yang Wang, Lei Zhang, Min Zhang, Jun Feng, Yi Lv. 1095309 [doi]
• Imaging inhibitory effect of fissure sealants on demineralization of adjacent enamel with cross polarization OCTAlaa A. Turkistani. 1095310 [doi]
• Spatial arrangement of leakage patterns in diabetic macular edema is associated with tolerance of aflibercept treatment interval length: preliminary findingsPrateek Prasanna, Justis Ehlers, Vishal Bobba, Natalia Figueredo, Cheng Lu, Sumit Sharma 0005, Sunil Srivastava, Anant Madabhushi. 1095311 [doi]
• Morphology of vascular network in eyes with diabetic macular edema varies based on tolerance of aflibercept treatment interval length: preliminary findingsPrateek Prasanna, Justis Ehlers, Nathaniel Braman, Natalia Figueredo, Vishal Bobba, Sumit Sharma 0005, Sunil Srivastava, Anant Madabhushi. 1095312 [doi]
• Imaging of murine melanoma tumors using fluorescent gold nanoparticlesSteve Kozomara, Nancy L. Ford. 1095313 [doi]
• Initial assessment of neuro pressure gradients in carotid stenosis using 3D printed patient-specific phantomsLauren M. Shepard, Adnan H. Siddiqui, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Ciprian N. Ionita. 1095314 [doi]
• Toward an automatic segmentation of mitral valve chordaeDaryna Panicheva, Pierre-Frédéric Villard, Marie-Odile Berger. 1095315 [doi]
• Methods for quantitative characterization of bone injury from computed-tomography imagesPablo Hernandez-Cerdan, Beatriz Paniagua, Jack Prothero, J. S. Marron, Eric Livingston, Ted Bateman, Matthew McCormick. 1095316 [doi]
• Quantitative evaluation of bone microstructure using high-resolution extremity cone-beam CT with a CMOS detectorS. Subramanian, Michael Brehler, Qian Cao, F. J. Quevedo Gonzalez, R. E. Breighner, J. A. Carrino, T. Wright, J. Yorkston, Jeffrey H. Siewerdsen, Wojciech Zbijewski. 1095317 [doi]
• Advanced statistical analysis to classify high dimensionality textural probability-distribution matricesJack Prothero, Jean-Baptiste Vimort, Antonio C. Ruellas, J. S. Marron, Matthew McCormick, Pablo Hernandez-Cerdan, Lucia H. S. Cevidanes, Erika Benavides, Beatriz Paniagua. 1095318 [doi]
• Automatic pressure ulcer measurement using RGB-D dataC.-Y. Pai, H. Morera, S. Sarkar, K. Hall, L. Cowan, P. A. Toyinbo, M. J. Peterson, Dmitry B. Goldgof. 1095320 [doi]
• Automatic delineation of anterior and posterior cruciate ligaments by combining deep learning and deformable atlas based segmentationYogish Mallya, J. Vijayananda, Vidya M. S., Vasantha Kumar Venugopal, Vidur Mahajan. 1095321 [doi]
• Computerized assessment of glaucoma severity based on color fundus imagesLei Wang, Han Liu, Jian Zhang, Hang Chen, Jiantao Pu. 1095322 [doi]
• Cascaded convolutional neural networks for spine chordoma tumor segmentation from MRISyed M. S. Reza, Snehashis Roy, Deric M. Park, Dzung L. Pham, John A. Butman. 1095325 [doi]
• Conformal initialization for shape analysis applications in SlicerSALTZhengyang Fang, Mahmoud Mostapha, Juan Prieto, Martin Styner. 1095326 [doi]
• Machine-learning based classification of glioblastoma using dynamic susceptibility enhanced MR imageJiwoong Jason Jeong, Bing Ji, Yang Lei, Liya Wang, Tian Liu, Arif Ali, Walter J. Curran, Hui Mao, Xiaofeng Yang. 1095329 [doi]