Table of Contents

• Automatic segmentation of uterine cavity and placenta on MR images using deep learningMaysam Shahedi, James D. Dormer, Quyen N. Do, Yin Xi, Matthew A. Lewis, Christina L. Herrera, Catherine Y. Spong, Ananth J. Madhuranthakam, Diane M. Twickler, Baowei Fei. [doi]
• CT-based segmentation of pectoral muscle using deep learning and association of computed metrics with aging and sexIndra Narayan Dutta, Syed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha. [doi]
• Automated myocardial segmentation of extra-cellular volume mapping cardiac magnetic resonance images using fully convolutional neural networksNadia A. Farrag, Sathvik Bhagavan, David Sebben, Poojani Ruwanpura, James A. White, Eranga Ukwatta. [doi]
• Photon counting micro-CT for imaging CisplatinCristian T. Badea, Darin P. Clark, A. Allphin, Ketan B. Ghaghada, Yvonne M. Mowery. [doi]
• Initial investigation of predicting hematoma expansion for intracerebral hemorrhage using imaging biomarkers and machine learningDennis Swetz, Samantha E. Seymour, Ryan A. Rava, Mohammad Mahdi Shiraz Bhurwani, Andre Monteiro, Ammad A. Baig, Mohammad Waqas, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita. [doi]
• Comparison of deep convolutional neural network models with OCT images for dental caries classificationHassan S. Salehi, Andreina Granados, Mina Mahdian. [doi]
• Deep learning vs. conventional methods for automatic quantification of total tumor radioactivity in positron projection images of mouse xenograft tumorsKevin C. Ma, Michael V. Green, Elaine M. Jagoda, Jürgen Seidel, Peter L. Choyke, Baris Turkbey, Stephanie A. Harmon. [doi]
• CONTINUITY: CONnectivity Tool with INtegration of sUbcortical regions, regIstration and visualization of TractographYElodie Piot, Maria Bagonis, Guorong Wu 0001, Juan Prieto 0001, Martin Styner. [doi]
• Transfer learning based fully automated kidney segmentation on MR imagesRohini Gaikar, Fatemeh Zabihollahy, Nadia A. Farrag, Mohamed W. Elfaal, Nicola Schieda, Eranga Ukwatta. [doi]
• Counting of alveoli in synchrotron radiation 3D CT images using U-NetKeisuke Fukuda, Kurumi Saito, Yoshiki Kawata, Keiji Umetani, Yasutaka Nakano, Hiroaki Sakai, Toshihiro Okamoto, Noboru Niki. [doi]
• Clinical CT-based assessment of trabecular bone shear modulus using nonlinear finite element modellingIndranil Guha, Xiaoliu Zhang, Punam K. Saha. [doi]
• Semi-automatic co-registration of 3D CFD vascular geometry to 1000 fps high-speed angiographic (HSA) projection images for flow determination comparisonsMitchell Chudzik, Kyle A. Williams, Allison Shields, SV Setlur Nagesh, Eric Paccione, Daniel R. Bednarek, Stephen Rudin, Ciprian N. Ionita. [doi]
• Super-fast three-dimensional focused x-ray luminescence computed tomography with a gated photon counterYile Fang, Michael C. Lun, Yibing Zhang, Jeffrey N. Anker, Ge Wang 0001, Changqing Li. [doi]
• Combining machine learning and artery characterization to identify the main bifurcations in 3D vascular treesIbtissam Essadik, Anass Nouri, Nathan Lauzeral, Raja Touahni, Romain Bourcier, Florent Autrusseau. [doi]
• Track-weighted imaging analysis of white matter microstructures in healthy children: Sex and hemispheric differencesRajikha Raja, Xiaoxu Na, Charles M. Glasier, Thomas M. Badger, Chary Akmyradov, Xiawei Ou. [doi]
• Anatomical and functional cardiac PCCT imaging pipeline for characterization of Apolipoprotein E mouse modelsA. J. Allphin, Darin P. Clark, Alexandra Badea, Cristian T. Badea. [doi]
• CT-based segmentation of thoracic vertebrae using deep learning and computation of the kyphotic angleSyed Ahmed Nadeem, Alejandro P. Comellas, Indranil Guha, Elizabeth A. Regan, Eric A. Hoffman, Punam K. Saha. [doi]
• Brain multi-parametric MRI tumor subregion segmentation via hierarchical substructural activation networkYang Lei 0002, Shadab Momin, Zhen Tian, Justin Roper, Jolinta Lin, Shannon Kahn, Hui-Kuo Shu, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Recovery of complete time density curves from incomplete angiographic data using recurrent neural networksMohammad Mahdi Shiraz Bhurwani, Kelsey N. Sommer, Ciprian N. Ionita. [doi]
• A superpixel-histogram method to analyze retinal, optic nerve, and choroidal blood flow using laser speckle flowgraphyJui-Kai Wang, Michelle R. Tamplin, Mona Kathryn Garvin, Isabella M. Grumbach, Randy H. Kardon. [doi]
• Acoustic neuroma segmentation using ensembled convolutional neural networksQibang Zhu, Hao Li, Nathan D. Cass, Nathan R. Lindquist, Kareem O. Tawfik, Ipek Oguz. [doi]
• Local extraction of extra-axial CSF from structural MRITahya Deddah, Martin Styner, Juan Prieto. [doi]
• Whole-leg chemical-shift encoded MRI analysis reveals differential subcutaneous adipose tissue accumulation in lipedemaShannon L. Taylor, Paula M. C. Donahue, Michael Pridmore, Maria Garza, Niral J. Patel, Chelsea A. Lee, Aaron W. Aday, Joshua A. Beckman, Manus J. Donahue, Rachelle Crescenzi. [doi]
• Advanced survival prediction in head and neck cancer using hybrid machine learning systems and radiomics featuresMohammad R. Salmanpour, Mahdi Hosseinzadeh, Ensiyeh Modiri, Azizeh Akbari, Ghasem Hajianfar, Dariush Askari, Mehdi Fatan, Mehdi Maghsudi, Hanieh Ghaffari, Seyed Masoud Rezaeijo, Mohammad M. Ghaemi, Arman Rahmim. [doi]
• Reduced-order modeling of 4D flow MRI and CFD in stenotic flow using Proper Orthogonal Decomposition (POD) and Dynamic Mode Decomposition (DMD)Amirkhosro Kazemi, Marcus F. Stoddard, Amir A. Amini. [doi]
• Harmonization of multi-site functional connectivity measures in tangent space improves brain age predictionZhen Zhou, Dhivya Srinivasan, Hongming Li, Ahmed Abdulkadir, Haochang Shou, Christos Davatzikos, Yong Fan 0001. [doi]
• Enhancement of aortic dissections in CT angiography: are common filters robust enough?Antonella Disanto, Antonio Pepe 0003, Luana Petrelli, Christina Gsaxner, Jianning Li, Yuan Jin, Antonio Brunetti, Domenico Buongiorno, Jan Egger, Vitoantonio Bevilacqua. [doi]
• Longitudinal deformable MRI registration via dual-feasible deep learning-based frameworkYang Lei 0002, Yabo Fu, Justin Roper, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Cardiovascular MRI in the era of artificial intelligenceReza Nezafat. [doi]
• Evaluation of a cardiac flow phantom for absolute myocardial perfusion SPECT measurementsMarije E. Kamphuis, Marcel J. W. Greuter, Riemer H. J. A. Slart, Cornelis H. Slump. [doi]
• A semi-automatic threshold-based segmentation algorithm for lung cancer delineationJaryd R. Christie, Omar Daher, Hannah van Dongen, Rory Gilliland, Mohamed Abdelrazek, Sarah A. Mattonen. [doi]
• Multimodal graph isomorphism network to study fMRI connectivity in developmental stages of adolescenceBeenish Patel, Anton Orlichenko, Yu-Ping Wang 0002. [doi]
• Pulmonary alveoli cluster analysis of 3D human lung microstructure using synchrotron radiation micro-CTKurumi Saito, Keisuke Fukuda, Yoshiki Kawata, Keiji Umetani, Yasutaka Nakano, Hiroaki Sakai, Toshihiro Okamoto, Noboru Niki. [doi]
• Complementary use of x-ray dark-field and attenuation computed tomography in quantifying pulmonary fibrosis in a mouse modelBrandon J. Nelson, Shuai Leng, Thomas Koenig, Cynthia H. McCollough. [doi]
• Quantitative diagnosis of injured muscle in post-stroke animal models using synchrotron radiation phase-contrast imagingS. B. Kim, C. I. Moon, S. A. Kye, J.-H. Ahn, S. H. Jang, O. S. Lee. [doi]
• Initial evaluation of 2D and 3D simulated high-speed 1000 fps vascular contrast-flow image sequences using computational fluid dynamics (CFD)Allison Shields, Kyle A. Williams, Sricharan S. Veeturi, Vincent M. Tutino, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin. [doi]
• Detection of human papillomavirus (HPV) from super resolution microscopic images applying a texture transformer networkXiaohong W. Gao, Xuesong Wen, Dong Li, Weiping Liu, Jichun Xiong, Xuefeng Liu. [doi]
• Leveraging patient-specific simulated angiograms to characterize cerebral aneurysm hemodynamics using computational fluid dynamicsV. Chivukula, R. White, Allison Shields, Jason M. Davies, Maxim Mokin, Daniel R. Bednarek, Stephen Rudin, Ciprian N. Ionita. [doi]
• Deep learning-based abdominal muscle segmentation on CT images of surgical patient populationsUsamah N. Chaudhary, Ka'Toria N. Leitch, Avneesh Chhabra, Ajay Kohli, Baowei Fei. [doi]
• Cupping correction for partial rotation dental conebeam CTMaryam Rahbaran, Nancy L. Ford. [doi]
• Prognosis of ischemia recurrence in patients with moderate intracranial atherosclerotic disease using quantitative MRA measurementsJeff Joseph, Benjamin Weppner, Nandor K. Pinter, Mohammad Mahdi Shiraz Bhurwani, Andre Monteiro, Ammad Baig, Jason M. Davies, Adnan Siddique, Ciprian N. Ionita. [doi]
• Automated optic disk detection in fundus images using a combination of deep learning and local histogram matchingMeysam Tavakoli. [doi]
• Ex vivo sensing of primordial follicles in ovarian tissues by spectral-domain optical coherence tomographyMasaki Hosoda, Daisuke Oida, Koichiro Ito, Seido Takae, Nao Suzuki, Kosuke Tsukada. [doi]
• Pairwise versus transitive inverse consistent longitudinal rigid registration of magnetic resonance images of athletes with repetitive non-concussive head injuries: effects on regional distributions of diffusion measuresHarshkumar S. Prajapati, Kian Merchant-Borna, Jeffrey J. Bazarian, Cristian A. Linte, Nathan D. Cahill. [doi]
• Evaluation of MR-less in brain amyloid-β PET Centiloid quantificationG. S. de Souza, S. Pinto, Ana Maria Marques da Silva. [doi]
• Relationship between cerebral vasculature and brain stiffness measured using MR elastographyAhmed Alshareef, Curtis L. Johnson, Aaron Carass, Andrew K. Knutsen, Peyton L. Delgorio, Grace McIlvain, Alexa M. Diano, K. T. Ramesh, Phillip V. Bayly, Dzung L. Pham, Jerry L. Prince. [doi]
• Investigation of large-scale extended Granger causality (lsXGC) on synthetic functional MRI dataAxel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin. [doi]
• Derivation of vascular wall shear stress from 1000 fps high-speed angiography (HSA) velocity distributionsAllison Shields, Swetadri Vasan Setlur Nagesh, V. Chivukula, Ciprian N. Ionita, Daniel R. Bednarek, Stephen Rudin. [doi]
• Male pelvic multi-organ segmentation using V-transformer networkShaoyan Pan, Yang Lei 0002, Tonghe Wang, Jacob F. Wynne, Justin Roper, Ashesh B. Jani, Pretesh Patel, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Inferring functional relations from synthetic fMRI data using large-scale Nonlinear Granger Causality (lsNGC)Axel Wismüller, M. Ali Vosoughi, Adora M. DSouza, Anas Z. Abidin. [doi]
• Relationship between diameter asymmetry of the anterior cerebral arteries of the Circle of Willis and asymmetry in diameters and blood flow of the upstream vasculature: preliminary resultsRick J. van Tuijl, Iris N. Vos, Ynte M. Ruigrok, Irene C. van der Schaaf, Birgitta K. Velthuis, Jaco J. M. Zwanenburg. [doi]
• Time course experiment using Fenestra VC and Fenestra HDVC contrast agents in small rodents for in vivo imagingMing Tan, Nancy L. Ford. [doi]
• Multimodal region-based transformer for the classification and prediction of Alzheimer's diseaseKevin Mueller, Anke Meyer-Baese, Gordon Erlebacher. [doi]
• An iterative approach to efficient deep learning-based CT bone segmentation taskPrakhar Prakash, Joseph Gross, Sandeep Dutta. [doi]
• Initial investigation of the use of angiographic parametric imaging for early prognosis of delayed cerebral ischemia in patients with subarachnoid hemorrhageRoman Price, Mohammad Mahdi Shiraz Bhurwani, Kelsey N. Sommer, Andre Monteiro, Ammad A. Baig, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita. [doi]
• Large-scale Kernelized Granger Causality (lsKGC) for inferring topology of directed graphs in brain networksM. Ali Vosoughi, Axel Wismüller. [doi]
• Knee kinesiography exam: literature review of an innovative dynamic assessment of knee dysfunctions, towards functional imagingNicola Hagemeister, Joseph Zeni Jr., Alix Cagnin, Shawna Crescenzo, Neila Mezghani. [doi]
• Upper airway motion analysis in obstructive sleep apnea syndrome (OSAS) via dynamic MRIYou Hao, Jayaram K. Udupa, Yubing Tong, Drew A. Torigian, Zihan Huang, Rachel M. Kogan, Lipeng Xie, David Wootton, Kokren Choy, Sanghun Sin, Mark E. Wagshul, Raanan Arens. [doi]
• Quantitative angiography prognosis of intracranial aneurysm treatment failure using parametric imaging and distal vessel analysisAlexander G. Wisniewski, Mohammad Mahdi Shiraz Bhurwani, Kelsey N. Sommer, Andre Monteiro, Ammad Baig, Jason M. Davies, Adnan Siddiqui, Ciprian N. Ionita. [doi]
• Determination of reliable whole-lung CT features for robust standard radiomics and delta-radiomics analysis in a crab-eating macaque model of COVID-19: stability and sensitivity analysisMarcelo Adrián Castro, Syed Reza, Winston T. Chu, Dara Bradley, Ji-Hyun Lee, Ian Crozier, Philip J. Sayre, Byeong Y. Lee, Venkatesh Mani, Thomas Friedrich, David O'Connor, Courtney Finch, Gabriella Worwa, Irwin M. Feuerstein, Jens Kuhn, Jeffrey Solomon. [doi]
• Cone-beam x-ray fluorescence imaging using pixelated cadmium telluride photon-counting detector with pinhole collimatorJunwei Shi, Daiki Hara, Ryder Schmidt, Wensi Tao, Nesrin Dogan, John Chetley Ford, Alan Pollack. [doi]
• Phenotype guided interpretable graph convolutional network analysis of fMRI data reveals changing brain connectivity during adolescenceAnton Orlichenko, Gang Qu 0002, Yu-Ping Wang 0002. [doi]
• Spectral micro-CT and radiomic analysis for classification of tumors based on lymphocytic burden in cancer therapy studiesA. J. Allphin, Yvonne M. Mowery, Kyle J. Lafata, Darin P. Clark, A. Basil, Rico Castillo, Matthew D. Holbrook, Ketan B. Ghaghada, Cristian T. Badea. [doi]
• Deep learning-based contrast-enhanced MRI using cascade networks with local supervisionHuiqiao Xie, Yang Lei 0002, Tonghe Wang, Marian Axente, Justin Roper, Jeffrey D. Bradley, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Investigating the effect of ventricle size on brain deformation using computational modelsAhmed Alshareef, Aaron Carass, Andrew K. Knutsen, Kshitiz Upadhyay, Matthew E. Peters, K. T. Ramesh, Jerry L. Prince. [doi]
• Deep-learning-based extraprostatic nodal lesion segmentation on 18F-fluciclovine PETTonghe Wang, Yang Lei 0002, Eduard Schreibmann, Justin Roper, David M. Schuster, Jeffrey D. Bradley, Tian Liu 0004, Ashesh B. Jani, Xiaofeng Yang 0005. [doi]
• Ex-vivo quantification and localization of PSMA-targeted GNPs via x-ray fluorescence imagingDaiki Hara, Wensi Tao, Nesrin Dogan, Alan Pollack, John Chetley Ford, Junwei Shi. [doi]
• Development of deep learning pipeline for direct observation of wall motion abnormality from 4DCTZhennong Chen, Francisco Contijoch, Elliot R. McVeigh. [doi]
• CBCT lung multi-OAR segmentation via hierarchical networkRichard L. J. Qiu, Yang Lei 0002, Joseph Shelton, Kristin Higgins, Jeffrey D. Bradley, Tian Liu 0004, Aparna H. Kesarwala, Xiaofeng Yang 0005. [doi]
• Graph signal processing to identify biomarkers in brain networks in dementiaAmirhessam Tahmassebi, Kevin Mueller, Uwe Meyer-Baese, Jorge Munilla, Andrés Ortiz 0001, Anke Meyer-Baese. [doi]
• Video analysis framework for lesion detection in narrow band imaging bronchoscopyVahid Daneshpajooh, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins. [doi]
• Image transformers with regional attention for classification of aneurysm rupture risk without explicit segmentationAnish Salvi, Ender Finol, Prahlad G. Menon. [doi]
• Graph convolution based residual connected network for morphological reconstruction in fluorescence molecular tomographyYu Wang, Chang Bian, Yu-an, Hanfan Wang, Qian Liang, Yang Du, Jie Tian 0001. [doi]
• Multiple Sclerosis brain lesion segmentation with different architecture ensemblesPouria Tohidi, Samuel W. Remedios, Danielle L. Greenman, Muhan Shao, Shuo Han 0001, Blake E. Dewey, Jacob C. Reinhold, Yi-Yu Chou, Dzung L. Pham, Jerry L. Prince, Aaron Carass. [doi]
• Generating statistical shape models of osteological structure from cadaveric CT dataMatthew Wysocki, Scott Doyle. [doi]
• Second-generation Dual Scan Mammoscope (DSM-2)Emily Zheng, Huijuan Zhang, Soumya Goswami, Enan Kabir, Marvin M. Doyley, Jun Xia. [doi]
• Residual learning network for accurate and stable reconstruction in Cerenkov luminescence tomographyXiaoning Zhang, Changjiang Li, Zeyu Zhang, Zhenhua Hu, Jie Tian 0001. [doi]
• CT-based volumetric strain imaging via a deep learning registration frameworkYabo Fu, Yang Lei 0002, Tonghe Wang, Justin Roper, Marian Axente, Jeffrey D. Bradley, Tian Liu 0004, Kristin Higgins, Xiaofeng Yang 0005. [doi]
• Quality versus quantity of dynamic CT perfusion images at isodoseKevin J. Chung, Ting-Yim Lee. [doi]