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Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2020: Houston, TX, USA
- Andrzej Król, Barjor S. Gimi:
Medical Imaging 2020: Biomedical Applications in Molecular, Structural, and Functional Imaging, Houston, TX, USA, February 15-20, 2020. SPIE Proceedings 11317, SPIE 2020, ISBN 9781510634015
Neurological Imaging I
- Xiaoxiao Li, Nicha C. Dvornek, Juntang Zhuang
, Pamela Ventola, James S. Duncan:
Graph embedding using Infomax for ASD classification and brain functional difference detection. 1131702 - Seyed Saman Saboksayr, Adora M. DSouza, John J. Foxe, Axel Wismüller:
Classification of attention-deficit/hyperactivity disorder from resting-state functional MRI with mutual connectivity analysis. 1131703 - Raphael Bechtold, Niki Tselepidakis, Benjamin Garlow, Sean Glaister, William Zhu, Renee Liu
Minimizing cotton retention in neurosurgical procedures: which imaging modality can help? 1131704 - Zikuan Chen, Qiao Shi, Ebenezer Daniel, Bihong T. Chen:
Inferring brain functional hubs by eigencentrality mapping of phase fMRI connectivity. 1131705 - Peyman Hosseinzadeh Kassani, Vince D. Calhoun
Reduced sine hyperbolic polynomial model for brain neuro-developmental analysis. 1131706
Neurological Imaging II
- Rajikha Raja, Arvind Caprihan, Gary A. Rosenberg, Vince D. Calhoun
Identification of dementia subtypes based on a diffusion MRI multi-model approach. 1131709 - Gang Qu
A graph deep learning model for the classification of groups with different IQ using resting state fMRI. 113170A - Amir Manbachi, Sandeep Kambhampati
Intraoperative ultrasound to monitor spinal cord blood flow after spinal cord injury. 113170B - Harshit S. Parmar
Deep learning of volumetric 3D CNN for fMRI in Alzheimer's disease classification. 113170C - Eric S. Harmon, Michael O. Thompson, Charles Ross Schmidtlein
How to meet the 10 ps Coincidence Timing Resolution PET challenge. 113170D
Vascular and Pulmonary Imaging
- Nicholas J. Pham, Ryan A. Rava, Mohammad Mahdi Shiraz Bhurwani
Co-registration of infarct core location with angiography during mechanical thrombectomy procedures for treatment progression monitoring. 113170E - Allison Shields, Jordan M. Krebs, Abhinandan Sharma, Lauren M. Shepard, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin:
Exploration of pathology-specific flow patterns utilizing high speed angiography at 1000 fps. 113170F - Yoshiki Kawata, Noboru Niki, Masahiko Kusumoto, Hironobu Ohmatsu, Keiju Aokage, Genichiro Ishii, Yuji Matsumoto, Takaaki Tsuchida, Kenji Eguchi, Masahiro Kaneko:
A preliminary study of visualizing texture components of stage IA lung adenocarcinoma in three-dimensional thoracic CT images with structure-texture image decomposition. 113170G - Kurumi Saito, Shota Fuketa, Ryouhei Shimatani, Yoshiki Kawata, Noboru Niki, Keiji Umetani, Yasutaka Nakano, Hiroaki Sakai, Toshihiro Okamoto, Harumi Itoh:
3D microstructure analysis of human pulmonary emphysema using a synchrotron radiation CT. 113170H
Innovations in Image Processing I
- Stephen Z. Liu
Quantitative assessment of weight-bearing fracture biomechanics using extremity cone-beam CT. 113170I - Chang-Jian Sun, Jayaram K. Udupa, Yubing Tong, Sanghun Sin, Mark E. Wagshul, Drew A. Torigian, Raanan Arens:
Segmentation of 4D images via space-time neural networks. 113170J - Jizheng Yi, Jayaram K. Udupa, Yubing Tong, Michaela R. Anderson, David J. Lederer, Jason D. Christie, Drew A. Torigian:
Localization and segmentation of optimal slices for chest fat quantification in CT via deep learning. 113170K - Ka'Toria Edwards
Abdominal muscle segmentation from CT using a convolutional neural network. 113170L - Axel Wismüller, Larry Stockmaster:
A prospective randomized clinical trial for measuring radiology study reporting time on Artificial Intelligence-based detection of intracranial hemorrhage in emergent care head CT. 113170M
Innovations in Image Processing II
- Mihran Tuceryan, Anish N. Hemmady, Craig Schebler, Alpha Alex, Ashay D. Bhatwadekar:
Automated computer-based enumeration of acellular capillaries for assessment of diabetic retinopathy. 113170N - Pedro Furtado:
Deep semantic segmentation of Diabetic Retinopathy lesions: what metrics really tell us. 113170O - Kevin J. Chung, Bijoy K. Menon, Ting-Yim Lee
Sparse-view CT perfusion with filtered back projection image reconstruction. 113170P - Miranda R. Fulton, Amy H. Givan, Maria Fernandez-del-Valle
Segmentation of epicardial adipose tissue in cardiac MRI using deep learning. 113170Q - Antonio Pepe, Richard Schussnig
IRIS: interactive real-time feedback image segmentation with deep learning. 113170R - Kyle A. Williams, Mohammad Mahdi Shiraz Bhurwani
Quantification of flow through intracranial arteriovenous malformations using Angiographic Parametric Imaging (API). 113170S
Deep Convolutional Neural Networks in Molecular, Structural, and Functional Imaging I
- Samarth Gupta, Yuan Xue
Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. 113170T - Indranil Guha
Deep learning based high-resolution reconstruction of trabecular bone microstructures from low-resolution CT scans using GAN-CIRCLE. 113170U - Yiqiao Liu, Madhu Gargesha, Mohammed Q. Qutaish, Zhuxian Zhou, Bryan Scott, Hamed Yousefi, Zheng-Rong Lu, David L. Wilson
Deep learning based multi-organ segmentation and metastases segmentation in whole mouse body and the cryo-imaging cancer imaging and therapy analysis platform (CITAP). 113170V - Liangjiu Zhu, Shuanglang Feng, Weifang Zhu, Xinjian Chen:
ASNet: An adaptive scale network for skin lesion segmentation in dermoscopy images. 113170W - Gemeng Zhang, Aiying Zhang, Vince D. Calhoun
A causal brain network estimation method leveraging Bayesian analysis and the PC algorithm. 113170X
Deep Convolutional Neural Networks in Molecular, Structural, and Functional Imaging II
- Zeina A. Shboul, Khan M. Iftekharuddin:
Efficacy of radiomics and genomics in predicting TP53 mutations in diffuse lower grade glioma. 113170Y - Priyanka Vasanthakumari, Renan A. Romano, Ramon G. T. Rosa, Ana G. Salvio, Vladislav Yakovlev, Cristina Kurachi, Javier A. Jo:
Classification of skin-cancer lesions based on fluorescence lifetime imaging. 113170Z - Li Xiao, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun
A hypergraph learning method for brain functional connectivity network construction from fMRI data. 1131710 - Matthew D. Holbrook, Stephanie J. Blocker, Yvonne M. Mowery, Alexandra Badea, Yi Qi, David G. Kirsch, Cristian T. Badea
MRI-based radiomics of sarcomas in the preclinical arm of a co-clinical trial. 1131711 - Golnaz Jalalahmadi, María Helguera, Cristian A. Linte:
A machine leaning approach for abdominal aortic aneurysm severity assessment using geometric, biomechanical, and patient-specific historical clinical features. 1131713
Novel Imaging Methods
- Jordan M. Krebs, Allison Shields, Abhinandan Sharma, Lauren M. Shepard, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin:
Initial investigations of x-ray particle imaging velocimetry (X-PIV) in 3D printed phantoms using 1000 fps High-Speed Angiography (HSA). 1131714 - Tina Khazaee, Chris J. D. Norley
Micro-CT imaging technique to characterize diffusion of small-molecules. 1131715 - Jordan M. Krebs, Allison Shields, Swetadri Vasan Setlur Nagesh, Lauren M. Shepard, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin:
Quantifying the effects of stenosis on blood flow using 1000 fps High-Speed Angiography (HSA). 1131716 - Yazan Gharaibeh
Co-registration of pre- and post-stent intravascular OCT images for validation of finite element model simulation of stent expansion. 1131717 - Swetadri Vasan Setlur Nagesh, Alexander R. Podgorsak, Jordan M. Krebs, Daniel R. Bednarek, Stephen Rudin:
Image processing using Convolutional Neural Network (CNN) for Region of Interest (ROI) fluoroscopy. 1131718
Ocular and Optical Imaging
- Jianfei Liu, Yoo-Jean Han, Tao Liu, Johnny Tam:
Spatially aware deep learning improves identification of retinal pigment epithelial cells with heterogeneous fluorescence levels visualized using adaptive optics. 1131719 - Yejin Kim, Sungho Yun, Seungryong Cho:
Mask-guided diffusion optical tomography image reconstruction for breast imaging. 113171A - Bonhan Koo, Yong Shin:
Rapid and accurate identification of newly emerging infectious pathogens using bio-optical sensor in clinical specimens (Conference Presentation). 113171B - Ling Ma
In vivo cancer detection in animal model using hyperspectral image classification with wavelet feature extraction. 113171C - Michael C. Lun, Changqing Li:
High-resolution x-ray luminescence computed tomography. 113171D
Bone and Skeletal Imaging, Segmentation, Registration, and Decision-making
- Gengxin Shi, Shalini Subramanian, Qian Cao, Shadpour Demehri, Jeffrey H. Siewerdsen, Wojciech Zbijewski:
Application of a novel ultra-high resolution multi-detector CT in quantitative imaging of trabecular microstructure. 113171E - Xiaoliu Zhang, Elena M. Letuchy, Steven M. Levy, James C. Torner, Punam K. Saha
CT-based characterization of transverse and longitudinal trabeculae and its applications. 113171F - Junqi Wang, Julia M. Stephen, Tony W. Wilson, Vince D. Calhoun
Graph Laplacian learning based Fourier Transform for brain network analysis with resting state fMRI. 113171G - Stephanie Alley, Andrey Fedorov, Cynthia Ménard, Samuel Kadoury:
Evaluation of intensity-based deformable registration of multi-parametric MRI for radiomics analysis of the prostate. 113171H - Arthur Le Maout, Han Bit Yoon, Sun Hyung Kim, Mahmoud Mostapha, Mark D. Shen, Juan-Carlos Prieto, Martin Styner:
Automatic measurement of extra-axial CSF from infant MRI data. 113171I
Cardiac Imaging and Nanoparticle Imaging
- Kelsey N. Sommer, Lauren M. Shepard, Vijay Iyer, Erin Angel, Michael F. Wilson, Frank J. Rybicki, Dimitrios Mitsouras, Ciprian N. Ionita:
Study of the effect of boundary conditions on fractional flow reserve using patient specific coronary phantoms. 113171J - Hao Wu
Quantitative estimation of flow rate to fill the intravascular volume (FRIV) for CT myocardial perfusion imaging. 113171K - Christopher Beam, Cristian A. Linte, Niels F. Otani:
An implementation of data assimilation techniques for transmural visualization of action potential propagation in cardiac tissue. 113171L - Christopher T. Tran, Martin T. Halicek, James D. Dormer
Fully automated segmentation of the right ventricle in patients with repaired Tetralogy of Fallot using U-Net. 113171M - Cristian T. Badea
A spectral CT study on iodine augmentation of radiation therapy and its potential for combination with chemotherapy. 113171N - Samir El Ketara, Nancy L. Ford:
Time course study of a gold nanoparticle contrast agent. 113171O
Poster Session
- Meysam Tavakoli, Mahdieh Nazar:
Comparison different vessel segmentation methods in automated microaneurysms detection in retinal images using convolutional neural networks. 113171P - Rémi Vallée, Astrid de Maissin, Antoine Coutrot, Harold Mouchère
CrohnIPI: An endoscopic image database for the evaluation of automatic Crohn's disease lesions recognition algorithms. 113171Q - Yang Lei
Attenuation correction without structural images for PET imaging. 113171R - Yang Lei
Multi-organ segmentation in pelvic CT images with CT-based synthetic MRI. 113171S - Soodeh Nikan, Sumit K. Agrawal
Fully automated segmentation of the temporal bone from micro-CT using deep learning. 113171U - Gopichandh Danala
A new interactive visual-aided decision-making supporting tool to predict severity of acute ischemic stroke. 113171V - Lisa Meyer-Bäse, Fatima Saad
Controllability of structural brain networks in dementia. 113171W - Seungwook Han, Yan Zhang, Yihui Ren
3D distributed deep learning framework for prediction of human intelligence from brain MRI. 113171X - Alexander R. Podgorsak, Mohammad Mahdi Shiraz Bhurwani
Optimization of DSA image data input to a machine learning aneurysm identifier. 113171Y - Jiwoong Jason Jeong, Yang Lei
Brain tumor segmentation using 3D mask R-CNN for dynamic susceptibility contrast enhanced perfusion imaging. 1131720 - Ruhunur Özdemir
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. 1131721 - Yuntong Bai, Vince D. Calhoun
Integration of multi-task fMRI for cognitive study by structure-enforced collaborative regression. 1131722 - Yang Lei
MRI-aided attenuation correction for PET imaging with deep learning. 1131723 - Tonghe Wang
Multiparametric MRI-guided high-dose-rate prostate brachytherapy with focal dose boost to dominant intraprostatic lesions. 1131724 - Marcelo Adrián Castro
Quantification of axillary lymphadenopathy from CT images of filovirus infections in non-human primates: sensitivity and evaluation of radiomics-based methods. 1131725 - Marcelo Adrián Castro
Evaluation of R2* as a noninvasive endogenous imaging biomarker for Ebola virus liver disease progression in nonhuman primates. 1131726 - Xianjin Dai, Yang Lei
Intensity non-uniformity correction in MR imaging using deep learning. 1131727 - Yabo Fu, Yang Lei
Synthetic CT-aided MRI-CT image registration for head and neck radiotherapy. 1131728 - Yingnan Song, Brendan L. Eck
Improved accuracy and precision of calcium mass score using deconvolution and partial volume correction. 1131729 - Giancarlos Gutiérrez Cervantes, Eveling Castro Gutierrez, Javier Delgado Obando, Victor Paúl Pauca, Stefan Klein, Hans Lamecker:
Automatic quantification of hip osteoarthritis from low-quality x-ray images. 113172A - Anando Sen, Charles V. Kingsley, Jorge de la Cerda, F. William Schuler, Abdallah Sherif Radwan Mohamed
Towards assessment of histopathology correlation with multiple imaging modalities: A pilot study using a visible mouse. 113172B - Alberto Traverso, Ali Hosni-Abdalaty, Mohammad Hasan, Tony Tadic, Tirth Patel, Meredith Giuliani, John Kim, Jolie Ringash, John Cho, Scott V. 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:
Non-invasive prediction of lymph node risk in oral cavity cancer patients using a combination of supervised and unsupervised machine learning algorithms. 113172C - Neelam Hari, Carrie Burgess, Ehsan Vaghefi:
Repeatability, reproducibility, and accuracy of a novel imaging technique for measurement of ocular axial length. 113172D - Vignesh Venkataramani, Minyao Li, Cristian A. Linte, Niels F. Otani:
Noise reduction in the inverse solution for one-dimensional cardiac active stress reconstruction. 113172E - Nancy L. Ford, Ian Lee, Anthony Tam, Don D. Sin:
Micro-computed tomography imaging of a rodent model of Chronic Obstructive Pulmonary Disease (COPD). 113172F - Herng-Hua Chang, Shin-Joe Yeh
Infarct region segmentation in rat brain T2 MR images after stroke based on fully convolutional networks. 113172G - Xiuxiu He, Bangjun Guo, Yang Lei
Left ventricular myocardium segmentation in coronary computed tomography angiography using 3D deep attention u-net. 113172H
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