Table of Contents

• Comparison different vessel segmentation methods in automated microaneurysms detection in retinal images using convolutional neural networksMeysam Tavakoli, Mahdieh Nazar. [doi]
• Quantitative estimation of flow rate to fill the intravascular volume (FRIV) for CT myocardial perfusion imagingHao Wu, Brendan L. Eck, Jacob Levi, Anas Fares, Hiram G. Bezerra, David L. Wilson. [doi]
• CT-based characterization of transverse and longitudinal trabeculae and its applicationsXiaoliu Zhang, Elena M. Letuchy, Steven M. Levy, James C. Torner, Punam K. Saha. [doi]
• Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoodsSamarth Gupta, Yuan Xue, Yifu Ding, Daniel Vanselow, Maksim Yakovlev, Damian B. van Rossum, Sharon X. Huang, Keith C. Cheng. [doi]
• A prospective randomized clinical trial for measuring radiology study reporting time on Artificial Intelligence-based detection of intracranial hemorrhage in emergent care head CTAxel Wismüller, Larry Stockmaster. [doi]
• A causal brain network estimation method leveraging Bayesian analysis and the PC algorithmGemeng Zhang, Aiying Zhang, Vince D. Calhoun, Yu-Ping Wang 0002. [doi]
• Multi-organ segmentation in pelvic CT images with CT-based synthetic MRIYang Lei 0002, Xue-dong, Sibo Tian, Tonghe Wang, Pretesh Patel, Walter J. Curran, Ashesh B. Jani, Tian Liu, Xiaofeng Yang. [doi]
• Co-registration of infarct core location with angiography during mechanical thrombectomy procedures for treatment progression monitoringNicholas 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. [doi]
• Deep learning based multi-organ segmentation and metastases segmentation in whole mouse body and the cryo-imaging cancer imaging and therapy analysis platform (CITAP)Yiqiao Liu, Madhu Gargesha, Mohammed Q. Qutaish, Zhuxian Zhou, Bryan Scott, Hamed Yousefi, Zheng-Rong Lu, David L. Wilson. [doi]
• Deep semantic segmentation of Diabetic Retinopathy lesions: what metrics really tell usPedro Furtado 0001. [doi]
• Attenuation correction without structural images for PET imagingYang Lei 0002, Tonghe Wang, Xue-dong, Kristin Higgins, Tian Liu, Walter J. Curran, Hui Mao, Jonathon A. Nye, Xiaofeng Yang. [doi]
• Automatic measurement of extra-axial CSF from infant MRI dataArthur Le Maout, Han Bit Yoon, Sun-hyung Kim, Mahmoud Mostapha, Mark D. Shen, Juan-Carlos Prieto, Martin Styner. [doi]
• A preliminary study of visualizing texture components of stage IA lung adenocarcinoma in three-dimensional thoracic CT images with structure-texture image decompositionYoshiki Kawata, Noboru Niki, Masahiko Kusumoto, Hironobu Ohmatsu, Keiju Aokage, Genichiro Ishii, Yuji Matsumoto 0004, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko. [doi]
• Fully automated segmentation of the temporal bone from micro-CT using deep learningSoodeh Nikan, Sumit K. Agrawal, Hanif M. Ladak. [doi]
• Exploration of pathology-specific flow patterns utilizing high speed angiography at 1000 fpsAllison Shields, Jordan M. Krebs, Abhinandan Sharma, Lauren M. Shepard, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin. [doi]
• Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLEIndranil Guha, Syed Ahmed Nadeem, Chenyu You, Xiaoliu Zhang, Steven M. Levy, Ge Wang 0001, James C. Torner, Punam K. Saha. [doi]
• Deep learning of volumetric 3D CNN for fMRI in Alzheimer's disease classificationHarshit S. Parmar, Brian Nutter, L. Rodney Long, Sameer K. Antani, Sunanda Mitra. [doi]
• A new interactive visual-aided decision-making supporting tool to predict severity of acute ischemic strokeGopichandh Danala, Sai Kiran Reddy Maryada, Morteza Heidari, Bappaditya Ray, Masoom Desai, Bin Zheng 0001. [doi]
• Graph Laplacian learning based Fourier Transform for brain network analysis with resting state fMRIJunqi Wang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang 0002. [doi]
• Localization and segmentation of optimal slices for chest fat quantification in CT via deep learningJizheng Yi, Jayaram K. Udupa, Yubing Tong, Michaela R. Anderson, David J. Lederer, Jason D. Christie, Drew A. Torigian. [doi]
• High-resolution x-ray luminescence computed tomographyMichael C. Lun, Changqing Li. [doi]
• An implementation of data assimilation techniques for transmural visualization of action potential propagation in cardiac tissueChristopher Beam, Cristian A. Linte, Niels F. Otani. [doi]
• Study of the effect of boundary conditions on fractional flow reserve using patient specific coronary phantomsKelsey N. Sommer, Lauren M. Shepard, Vijay Iyer, Erin Angel, Michael F. Wilson, Frank J. Rybicki, Dimitrios Mitsouras, Ciprian N. Ionita. [doi]
• Repeatability, reproducibility, and accuracy of a novel imaging technique for measurement of ocular axial lengthNeelam Hari, Carrie Burgess, Ehsan Vaghefi. [doi]
• Rapid and accurate identification of newly emerging infectious pathogens using bio-optical sensor in clinical specimens (Conference Presentation)Bonhan Koo, Yong Shin. [doi]
• IRIS: interactive real-time feedback image segmentation with deep learningAntonio Pepe 0003, Richard Schussnig, Jianning Li, Christina Gsaxner, Xiaojun Chen, Thomas-Peter Fries, Jan Egger. [doi]
• A spectral CT study on iodine augmentation of radiation therapy and its potential for combination with chemotherapyCristian T. Badea, Ketan B. Ghaghada, Matthew D. Holbrook, Prajwal Bhandari, Darin P. Clark, Yi Qi, Yvonne M. Mowery. [doi]
• Efficacy of radiomics and genomics in predicting TP53 mutations in diffuse lower grade gliomaZeina A. Shboul, Khan M. Iftekharuddin. [doi]
• Quantification of flow through intracranial arteriovenous malformations using Angiographic Parametric Imaging (API)Kyle A. Williams, Mohammad Mahdi Shiraz Bhurwani, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita. [doi]
• CrohnIPI: An endoscopic image database for the evaluation of automatic Crohn's disease lesions recognition algorithmsRémi Vallée, Astrid de Maissin, Antoine Coutrot, Harold Mouchère, Arnaud Bourreille, Nicolas Normand. [doi]
• Infarct region segmentation in rat brain T2 MR images after stroke based on fully convolutional networksHerng-Hua Chang, Shin-Joe Yeh, Ming-Chang Chiang, Sung-Tsang Hsieh. [doi]
• Classification of skin-cancer lesions based on fluorescence lifetime imagingPriyanka Vasanthakumari, Renan A. Romano, Ramon G. T. Rosa, Ana G. Salvio, Vladislav Yakovlev, Cristina Kurachi, Javier A. Jo. [doi]
• Quantitative assessment of weight-bearing fracture biomechanics using extremity cone-beam CTStephen Z. Liu, Qian Cao, Greg M. Osgood, Jeffrey H. Siewerdsen, J. Webster Stayman, Wojciech Zbijewski. [doi]
• How to meet the 10 ps Coincidence Timing Resolution PET challengeEric S. Harmon, Michael O. Thompson, C. Ross Schmidtlein, James N. Turner, Andrzej Król. [doi]
• Intraoperative ultrasound to monitor spinal cord blood flow after spinal cord injuryAmir 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. [doi]
• ASNet: An adaptive scale network for skin lesion segmentation in dermoscopy imagesLiangjiu Zhu, Shuanglang Feng, Weifang Zhu, Xinjian Chen. [doi]
• Noise reduction in the inverse solution for one-dimensional cardiac active stress reconstructionVignesh Venkataramani, Minyao Li, Cristian A. Linte, Niels F. Otani. [doi]
• Mask-guided diffusion optical tomography image reconstruction for breast imagingYejin Kim, Sungho Yun, Seungryong Cho. [doi]
• Segmentation of 4D images via space-time neural networksChangjian Sun, Jayaram K. Udupa, Yubing Tong, Sanghun Sin, Mark Wagshul, Drew A. Torigian, Raanan Arens. [doi]
• Sparse-view CT perfusion with filtered back projection image reconstructionKevin J. Chung, Bijoy K. Menon, Ting-Yim Lee. [doi]
• Optimization of DSA image data input to a machine learning aneurysm identifierAlexander R. Podgorsak, Mohammad Mahdi Shiraz Bhurwani, Ryan A. Rava, Jason M. Davies, Ciprian N. Ionita. [doi]
• Segmentation of epicardial adipose tissue in cardiac MRI using deep learningMiranda R. Fulton, Amy H. Givan, Maria Fernandez-Del-Valle, Jon D. Klingensmith. [doi]
• Abdominal muscle segmentation from CT using a convolutional neural networkKa'Toria Edwards, Avneesh Chhabra, James D. Dormer, Phillip Jones, Robert D. Boutin, Leon Lenchik, Baowei Fei. [doi]
• Automated computer-based enumeration of acellular capillaries for assessment of diabetic retinopathyMihran Tuceryan, Anish N. Hemmady, Craig Schebler, Alpha Alex, Ashay D. Bhatwadekar. [doi]
• Application of a novel ultra-high resolution multi-detector CT in quantitative imaging of trabecular microstructureGengxin Shi, Shalini Subramanian, Qian Cao, Shadpour Demehri, Jeffrey H. Siewerdsen, Wojciech Zbijewski. [doi]
• In vivo cancer detection in animal model using hyperspectral image classification with wavelet feature extractionLing Ma, Martin T. Halicek, Baowei Fei. [doi]
• A graph deep learning model for the classification of groups with different IQ using resting state fMRIGang Qu, Wenxing Hu, Li Xiao 0002, Yu-Ping Wang 0002. [doi]
• Non-invasive prediction of lymph node risk in oral cavity cancer patients using a combination of supervised and unsupervised machine learning algorithmsAlberto Traverso, Ali Hosni-Abdalaty, Mohammad Hasan, Tony Tadic, Tirth Patel, Meredith Giuliani, John Kim, Jolie Ringash, John Cho, Scott Bratman, Andrew Bayley, John Waldron, Brian O'Sullivan, Jonathan C. Irish, Douglas Chepeha, John De Almeida, David Goldstein, David A. Jaffray, Leonard Wee, Andre Dekker, Andrew Hope. [doi]
• 3D microstructure analysis of human pulmonary emphysema using a synchrotron radiation CTKurumi Saito, Shota Fuketa, Ryouhei Shimatani, Yoshiki Kawata, Noboru Niki, Keiji Umetani, Yasutaka Nakano, Hiroaki Sakai, Toshihiro Okamoto, Harumi Itoh. [doi]
• Controllability of structural brain networks in dementiaLisa Meyer-Bäse, Fatima Saad, Amirhessam Tahmassebi. [doi]
• Towards assessment of histopathology correlation with multiple imaging modalities: A pilot study using a visible mouseAnando Sen, Charles V. Kingsley, Jorge de la Cerda, F. William Schuler, Abdallah S. R. Mohamed, Mark D. Pagel, Kristy K. Brock. [doi]
• Time course study of a gold nanoparticle contrast agentSamir El Ketara, Nancy L. Ford. [doi]
• Evaluation of intensity-based deformable registration of multi-parametric MRI for radiomics analysis of the prostateStephanie Alley, Andrey Fedorov, Cynthia Ménard, Samuel Kadoury. [doi]
• 3D distributed deep learning framework for prediction of human intelligence from brain MRISeungwook Han, Yan Zhang, Yihui Ren, Jonathan Posner, Shinjae Yoo, Jiook Cha. [doi]
• Automatic quantification of hip osteoarthritis from low-quality x-ray imagesGiancarlos Gutiérrez Cervantes, Eveling Castro Gutierrez, Javier Delgado Obando, Victor Paúl Pauca, Stefan Klein 0001, Hans Lamecker. [doi]
• Micro-computed tomography imaging of a rodent model of Chronic Obstructive Pulmonary Disease (COPD)Nancy L. Ford, Ian Lee, Anthony Tam, Don D. Sin. [doi]
• Left ventricular myocardium segmentation in coronary computed tomography angiography using 3D deep attention u-netXiuxiu He, Bangjun Guo, Yang Lei 0002, Joseph Harms, Tonghe Wang, Tian Liu, Longjiang Zhang, Xiaofeng Yang. [doi]
• Fully automated segmentation of the right ventricle in patients with repaired Tetralogy of Fallot using U-NetChristopher T. Tran, Martin T. Halicek, James D. Dormer, Animesh Tandon, Tarique Hussain, Baowei Fei. [doi]
• Graph embedding using Infomax for ASD classification and brain functional difference detectionXiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang, Pamela Ventola, James S. Duncan. 1131702 [doi]
• Classification of attention-deficit/hyperactivity disorder from resting-state functional MRI with mutual connectivity analysisSeyed Saman Saboksayr, Adora M. DSouza, John J. Foxe, Axel Wismüller. 1131703 [doi]
• Minimizing cotton retention in neurosurgical procedures: which imaging modality can help?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. 1131704 [doi]
• Inferring brain functional hubs by eigencentrality mapping of phase fMRI connectivityZikuan Chen, Qiao Shi, Ebenezer Daniel, Bihong T. Chen. 1131705 [doi]
• Reduced sine hyperbolic polynomial model for brain neuro-developmental analysisPeyman Hosseinzadeh Kassani, Vince D. Calhoun, Yu-Ping Wang 0002. 1131706 [doi]
• Identification of dementia subtypes based on a diffusion MRI multi-model approachRajikha Raja, Arvind Caprihan, Gary A. Rosenberg, Vince D. Calhoun. 1131709 [doi]
• A hypergraph learning method for brain functional connectivity network construction from fMRI dataLi Xiao 0002, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun, Yu-Ping Wang 0002. 1131710 [doi]
• MRI-based radiomics of sarcomas in the preclinical arm of a co-clinical trialMatthew D. Holbrook, Stephanie J. Blocker, Yvonne M. Mowery, Alexandra Badea, Yi Qi, David G. Kirsch, Cristian T. Badea. 1131711 [doi]
• A machine leaning approach for abdominal aortic aneurysm severity assessment using geometric, biomechanical, and patient-specific historical clinical featuresGolnaz Jalalahmadi, María Helguera, Cristian A. Linte. 1131713 [doi]
• Initial investigations of x-ray particle imaging velocimetry (X-PIV) in 3D printed phantoms using 1000 fps High-Speed Angiography (HSA)Jordan M. Krebs, Allison Shields, Abhinandan Sharma, Lauren M. Shepard, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin. 1131714 [doi]
• Micro-CT imaging technique to characterize diffusion of small-moleculesTina Khazaee, Chris J. D. Norley, Hristo N. Nikolov, Steven I. Pollmann, David W. Holdsworth. 1131715 [doi]
• Quantifying the effects of stenosis on blood flow using 1000 fps High-Speed Angiography (HSA)Jordan M. Krebs, Allison Shields, Swetadri Vasan Setlur Nagesh, Lauren M. Shepard, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin. 1131716 [doi]
• Co-registration of pre- and post-stent intravascular OCT images for validation of finite element model simulation of stent expansionYazan Gharaibeh, Juhwan Lee, David Prabhu, Pengfei Dong, Vladislav N. Zimin, Luis A. Dallan, Hiram G. Bezerra, Linxia Gu, David L. Wilson. 1131717 [doi]
• Image processing using Convolutional Neural Network (CNN) for Region of Interest (ROI) fluoroscopySwetadri Vasan Setlur Nagesh, Alexander R. Podgorsak, Jordan M. Krebs, Daniel R. Bednarek, Stephen Rudin. 1131718 [doi]
• Spatially aware deep learning improves identification of retinal pigment epithelial cells with heterogeneous fluorescence levels visualized using adaptive opticsJianfei Liu, Yoo-Jean Han, Tao Liu, Johnny Tam. 1131719 [doi]
• Brain tumor segmentation using 3D mask R-CNN for dynamic susceptibility contrast enhanced perfusion imagingJiwoong Jason Jeong, Yang Lei 0002, Hui-Kuo Shu, Tian Liu, Liya Wang, Walter J. Curran, Hui Mao, Xiaofeng Yang. 1131720 [doi]
• 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 epilepsyRuhunur Özdemir, Kai Lehtimäki, Jukka Peltola, Hannu Eskola. 1131721 [doi]
• Integration of multi-task fMRI for cognitive study by structure-enforced collaborative regressionYuntong Bai, Vince D. Calhoun, Yu-Ping Wang 0002. 1131722 [doi]
• MRI-aided attenuation correction for PET imaging with deep learningYang Lei 0002, Xue-dong, Tonghe Wang, Kristin Higgins, Tian Liu, Walter J. Curran, Jonathan A. Nye, Hui Mao, Xiaofeng Yang. 1131723 [doi]
• Multiparametric MRI-guided high-dose-rate prostate brachytherapy with focal dose boost to dominant intraprostatic lesionsTonghe Wang, Matt Giles, Robert H. Press, Xianjin Dai, Ashesh B. Jani, Peter Rossi, Yang Lei 0002, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang. 1131724 [doi]
• Quantification of axillary lymphadenopathy from CT images of filovirus infections in non-human primates: sensitivity and evaluation of radiomics-based methodsMarcelo Adrián Castro, Jeffrey Solomon, Ji-Hyun Lee, Philip J. Sayre, Christopher J. Bartos, David Thomasson, Laura Bollinger, Jennifer M. Sword, Lisa Hensley, Reed F. Johnson, Irwin M. Feuerstein. 1131725 [doi]
• Evaluation of R2* as a noninvasive endogenous imaging biomarker for Ebola virus liver disease progression in nonhuman primatesMarcelo Adrián 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. 1131726 [doi]
• Intensity non-uniformity correction in MR imaging using deep learningXianjin Dai, Yang Lei 0002, Yingzi Liu, Tonghe Wang, Walter J. Curran, Pretesh Patel, Tian Liu, Xiaofeng Yang. 1131727 [doi]
• Synthetic CT-aided MRI-CT image registration for head and neck radiotherapyYabo Fu, Yang Lei 0002, Jun Zhou, Tonghe Wang, David S. Yu, Jonathan J. Beitler, Walter J. Curran, Tian Liu, Xiaofeng Yang. 1131728 [doi]
• Improved accuracy and precision of calcium mass score using deconvolution and partial volume correctionYingnan Song, Brendan L. Eck, Jacob Levi, David L. Wilson. 1131729 [doi]