Table of Contents

• Open-source toolbox for analysis and spectra quality control of magnetic resonance spectroscopic imagingDanilo Pereira, Larissa Ganaha, Simone Appenzeller, Letícia Rittner. [doi]
• Web infrastructure for data management, storage and computationSerge Brosset, Maxime Dumont, Lucia H. S. Cevidanes, Reza Soroushmehr, Jonas Bianchi, Marcela Lima Gurgel, Romain Deleat-Besson, Celia Le, Antonio C. Ruellas, Marilia Yatabe, Liliane R. Gomes, João Roberto Gonçalves, Kayvan Najarian, Jonathan Gryak, Beatriz Paniagua, Martin Styner, Juan-Carlos Prieto. [doi]
• Non-destructive fibroblast NIH-3T3 spheroid classification using convolutional neural networkAnderson Gabriel Santiago, Camila C. Santos, Maysa M. G. Macedo, Juliana K. M. B. Daguano, Andrea C. D. Rodas. [doi]
• 4D flow MRI and CFD simulations of pulsatile flow in a phantom model of arterial stenosis: visualizing the vortex dynamicsAmirkhosro Kazemi, Ruponti Nath, M. J. Negahdar, Marcus Stodddard, Amir A. Amini. [doi]
• Deep learning-based denoising for magnetic resonance spectroscopy signalsYang Lei 0002, Bing Ji, Tian Liu 0004, Walter J. Curran, Hui Mao, Xiaofeng Yang 0005. [doi]
• An open-source solution for shape modeling and analysis of objects of challenging topologiesJared Vicory, David Allemang, Dzenan Zukic, Jack Prothero, Matthew McCormick 0001, Beatriz Paniagua. [doi]
• Large-scale augmented Granger causality (lsAGC) for connectivity analysis in complex systems: from computer simulations to functional MRI (fMRI)Axel Wismüller, M. Ali Vosoughi. [doi]
• Machine learned approach for estimating myocardial blood flow from dynamic CT and coronary artery disease risk factorsEthan Tu, Muneeza Azmat, Kelley Branch, Adam M. Alessio. [doi]
• Peak-clearance-rate as index for detection of Alzheimer's disease using 11C-PiB PET imagingTao Sun. [doi]
• Automated radiographic bone suppression with deep convolutional neural networksDiego Armando Cardona Cárdenas, José Raniery Ferreira Jr., Ramon Alfredo Moreno, Marina de Fatima de Sá Rebelo, José Eduardo Krieger, Marco A. Gutierrez 0001. [doi]
• Multimodal weighted network for 3D brain tumor segmentation in MRI imagesZhiguo Zhou, Rongfang Wang, Jing Yang, Rongbin Xu, Jinkun Guo. [doi]
• A multi-modality radiomics-based model for predicting recurrence in non-small cell lung cancerJaryd R. Christie, Mohamed Abdelrazek, Pencilla Lang, Sarah A. Mattonen. [doi]
• Three-dimensional visualization of ductal carcinoma in situ and usual ductal hyperplasia using the refraction-contrast x-ray computed tomographyKana Taniguchi, Naoki Sunaguchi, Shu Ichihara, Rieko Nishimura, Akari Iwakoshi, Daisuke Shimao, Tetsuya Yuasa, Masami Ando. [doi]
• Towards deep learning detection of lung nodules using micro-CTMatthew D. Holbrook, Darin P. Clark, R. Patel, Yi Qi, Yvonne M. Mowery, Cristian T. Badea. [doi]
• An interactive computer-aided detection software tool for quantitative estimation of intracerebral hemorrhageGopichandh Danala, Masoom Desai, Sama Astani, Bahram Rabbani, Jorge G. Ortiz-Garcia, Bin Zheng 0001. [doi]
• Identifying the diffusion source of dementia spreading in structural brain networksLuke Van Popering, Amirhessam Tahmassebi, Uwe Meyer-Baese, Martin Dyrba, Jorge Munilla, Andrés Ortiz 0001, Anke Meyer-Baese. [doi]
• Photopeak detection efficiency of thin LSO scintillators for positron emission tomographyEric S. Harmon, Michael O. Thompson, Charles Ross Schmidtlein, Andrzej Król. [doi]
• Prostate and tumor segmentation on PET/CT using Dual Mask R-CNNTonghe Wang, Yang Lei 0002, Oladunni O. Akin-Akintayo, Olayinka A. Abiodun Ojo, Akinyemi A. Akintayo, Walter J. Curran, Tian Liu 0004, David M. Schuster, Xiaofeng Yang 0005. [doi]
• Inner limiting membrane segmentation and surface visualization method on retinal OCT imagesOscar Ramos-Soto, Erick Rodríguez-Esparza, Marco Pérez Cisneros, Sandra E. Balderas-Mata. [doi]
• Standard-dose PET reconstruction from low-dose preclinical images using an adopted all convolutional U-NetMahsa Amirrashedi, Saeed Sarkar, Hossein Ghadiri, Pardis Ghafarian, Mohammad Reza Ay. [doi]
• Automatic upper airway segmentation in static and dynamic MRI via deep convolutional neural networksLipeng Xie, Jayaram K. Udupa, Yubing Tong, Drew A. Torigian, Zihan Huang, Rachel M. Kogan, Jennifer Ben Nathan, David Wootton, Kokren Choy, Sanghun Sin, Mark E. Wagshul, Raanan Arens. [doi]
• Characterization of velocity patterns produced by pulsatile and constant flows using 1000 fps high-speed angiography (HSA)Allison Shields, Swetadri Vasan Setlur Nagesh, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin. [doi]
• Improved reproducibility of CT calcium score using blind deconvolutionYingnan Song, Ammar Hoori, Hao Wu 0068, Sadeer Al-Kindi, Jared Christian Durieux, James G. Terry, David R. Jacobs, Jamal S. Rana, John Jeffrey Carr, David L. Wilson. [doi]
• A learning-based nonrigid MRI-CBCT image registration method for MRI-guided prostate cancer radiotherapyYabo Fu, Yang Lei 0002, Tonghe Wang, Pretesh Patel, Ashesh B. Jani, Hui Mao, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Automated femur segmentation from computed tomography images using a deep neural networkPall Asgeir Bjornsson, Benedikt Helgason, Halldor Pálsson, Sigurður Sigurðsson, Vilmundur Gudnason, Lotta Maria Ellingsen. [doi]
• Automated detection of optical phantom layer thickness using image analysisSaloni Jain, Vysakh Vasudevan, N. Sujatha. [doi]
• Representation of texture structures with topological data analysis for stage IA lung adenocarcinoma in three-dimensional thoracic CT imagesYoshiki Kawata, Noboru Niki, Masahiko Kusumoto, H. Ohamatsu, Keiju Aokage, Genichiro Ishii, Yuji Matsumoto 0004, Takaaki Tsuchida, K. Eguchif, Masahiro Kaneko. [doi]
• A 1D encoder-decoder deep network for pressure estimation from 4D flow MRI: in-vitro experimentsRuponti Nath, Amirkhosro Kazemi, Sean Callahan, M. J. Negahdar, Marcus F. Stoddard, Amir A. Amini. [doi]
• Network connectivity analysis in complex systems using large-scale non-linear Granger causality (lsNGC)Axel Wismüller, Adora M. DSouza, M. Ali Vosoughi, Anas Z. Abidin. [doi]
• Simulation and evaluation of imaging for electrical impedance tomography using artificial intelligence methodsChristian Gibas, Jonas Pöhler, Rainer Brück 0001, Kristof Van Laerhoven. [doi]
• Investigating Covid-19 pandemic-induced effects on detection of emergent clinical imaging findings by large-scale tracking of utilization and reading results for AI-based image analysis servicesAxel Wismüller, Larry Stockmaster, M. Ali Vosoughi. [doi]
• Machine learned versus analytical models for estimation of fractional flow reserve from CT-derived informationMuneeza Azmat, Ethan Tu, Kelley R. Branch, Adam M. Alessio. [doi]
• Toward development of automated grading system for carious lesions classification using deep learning and OCT imagingHassan S. Salehi, Majd Barchini, Qingguang Chen, Mina Mahdian. [doi]
• Challenges in hemodynamics assessment in complex neurovascular geometries using computational fluid dynamics and benchtop flow simulation in 3D printed patient-specific phantomsEric Paccione, Ciprian N. Ionita. [doi]
• A deblurring/denoising corrected scintigraphic planar image reconstruction model for targeted alpha therapyCharles Ross Schmidtlein, Matthew Maroun, Andrzej Król, Howard C. Gifford, Lisa Bodei, Joseph O'Donoghue, Ida Häggström, Yuesheng Xu, Si Li. [doi]
• Cardiac motion estimation using pyramid, warping, and cost volume neural networkCatharine V. Graves, Ramon Alfredo Moreno, Marina F. S. de Sá Rebelo, Adriano Bordignom, Cesar H. Nomura, Marco A. Gutierrez 0001. [doi]
• Prediction of posttraumatic epilepsy using machine learningHaleh Akrami, Andrei Irimia, Wenhui Cui, Anand A. Joshi, Richard M. Leahy. [doi]
• Direct image-based attenuation correction using conditional generative adversarial network for SPECT myocardial perfusion imagingMahsa Torkaman, Jaewon Yang, Luyao Shi, Rui Wang, Edward J. Miller, Albert J. Sinusas, Chi Liu, Grant T. Gullberg, Youngho Seo. [doi]
• Alveolar sac analysis of 3D human lung microstructure using synchrotron radiation micro-CTKurumi Saito, Keisuke Fukuda, Yoshiki Kawata, Noboru Niki, Keiji Umetani, Yasutaka Nakano, Hiroaki Sakai, Toshihiro Okamoto. [doi]
• Age-related changes in collagen mechanical properties detected by high-resolution acoustic microscopy and AFMAnna R. Maeva, Adam P. Strange, Inna Seviaryna, Colin Hopper, Conal Perrett, Hugh Trahair, Oliver Devine, Arne Akbar. [doi]
• Residual mask scoring regional convolutional neural network for multi-organ segmentation in head-and-neck CTXianjin Dai, Yang Lei 0002, Tonghe Wang, Jun Zhou, Justin Roper, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Deep learning and particle filter-based aortic dissection vessel tree segmentationYuan Jin, Antonio Pepe 0003, Jianning Li, Christina Gsaxner, Jan Egger. [doi]
• 4D cone-beam CT deformable registration using unsupervised spatial transformation networkTonghe Wang, Yang Lei 0002, Zhen Tian, Matt Giles, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Extra axial cerebrospinal fluid volume and a diagnosis of Alzheimer's diseaseJash Mirani, Nathaniel Fulmer, Md Asadullah Turja, Guorong Wu 0001, Martin Styner. [doi]
• Fast three-dimensional focused x-ray luminescence computed tomographyMichael C. Lun, Yile Fang, Changqing Li. [doi]
• Blood vessel segmentation in narrow band imaging bronchoscopic videoSaptarashmi Bandyopadhyay, Vahid Daneshpajooh, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins. [doi]
• Finite element modelling of trabecular bone microstructure using emerging CT imagesIndranil Guha, Chamith S. Rajapakse, Xiaoliu Zhang, Gregory Chang, Punam K. Saha. [doi]
• Deep learning-based detection of COVID-19 from chest x-ray imagesJenita Manokaran, Fatemeh Zabihollahy, Andrew Hamilton-Wright, Eran Ukwatta. [doi]
• A patch-based-approach for aortic landmarkingMichael Schmied, Antonio Pepe 0003, Jan Egger. [doi]
• A linear systems description of multi-compartment pulmonary 129Xe magnetic resonance imaging methodsAlexander M. Matheson, Grace Parraga, Ian A. Cunningham. [doi]
• Evaluation of a non-contact Photo-Plethysmographic Imaging (iPPG) system for peripheral arterial disease assessmentMarco Lai, Claudio Spiridione Dicorato, Marco de Wild, Frank Verbakel, Sergei Shulepov, Joanneke Groen, Marc Notten, Gerald Lucassen, Marc R. H. M. van Sambeek, Benno H. W. Hendriks, Peter H. N. de With. [doi]
• Large-scale extended Granger causality for classification of marijuana users from functional MRIM. Ali Vosoughi, Axel Wismüller. [doi]
• Differential imaging of dynamic scattering from laser speckle images for applications in perfusion monitoringAnoosha Venkatraman Hegde, N. Sujatha. [doi]
• Unsupervised GAN-CIRCLE for high-resolution reconstruction of bone microstructure from low-resolution CT scansIndranil Guha, Syed Ahmed Nadeem, Xiaoliu Zhang, Steven M. Levy, James C. Torner, Punam K. Saha. [doi]
• Automatic deep learning-based segmentation of neonatal cerebral ventricles from 3D ultrasound imagesZachary Szentimrey, Sandrine de Ribaupierre, Aaron Fenster, Eranga Ukwatta. [doi]
• Gaussian weighted block sparse Bayesian learning strategy based on K-means clustering algorithm for accurate bioluminescence tomography in gliomaLin Yin, Kun Wang 0019, Jie Tian 0001. [doi]
• Benchtop x-ray fluorescence computed tomography (XFCT) imagingIgnacio O. Romero, Yile Fang, Michael C. Lun, Changqing Li. [doi]
• Hyperpolarized gas magnetic resonance imaging texture analysis and machine learning to explain accelerated lung function decline in ex-smokers with and without COPDMaksym Sharma, Andrew R. Westcott, David G. McCormack, Grace Parraga. [doi]
• Contrast-enhanced MRI synthesis from non-contrast MRI using attention CycleGANTonghe Wang, Yang Lei 0002, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Simulation platform of large volumetric photoacoustic microscopy based on k-space pseudospectral methodXianlin Song, Jianshuang Wei, Lingfang Song. [doi]
• Experimentation and Radiology by Design; Leading us to Quantification and Artificial IntelligenceAlexander Norbash. [doi]
• Mask R-CNN-based tumor localization and segmentation in 4D Lung CTYang Lei 0002, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Post-op brain tumor bed detection and segmentation using 3D Mask R-CNN for dynamic magnetic resonance perfusion imagingJiwoong Jason Jeong, Yang Lei 0002, Karen Xu, Tian Liu 0004, Hyunsuk Shim, Walter J. Curran, Hui-Kuo Shu, Xiaofeng Yang 0005. [doi]