Table of Contents

• Multi-agent shape models for hip landmark detection in MR scansImad Eddine Ibrahim Bekkouch, Tamerlan Aidinovich, Tomaz Vrtovec, Ramil Kuleev, Bulat Ibragimov. [doi]
• Motion correction in dynamic contrast-enhanced magnetic resonance images using pharmacokinetic modelingMia Mojica, Mehran Ebrahimi. [doi]
• Interpretability of a deep learning model in the application of cardiac MRI segmentation with an ACDC challenge datasetAdrianna Janik, Jonathan Dodd, Georgiana Ifrim, Kris Sankaran, Kathleen M. Curran. [doi]
• Correction of topological errors in automated traces of neuritesSeyed Mostafa Mousavi Kahaki, Hang Deng, Armen Stepanyants. [doi]
• TextureWGAN: texture preserving WGAN with MLE regularizer for inverse problemsMasaki Ikuta, Jun Zhang 0006. [doi]
• DC-UNet: rethinking the U-Net architecture with dual channel efficient CNN for medical image segmentationAnge Lou, Shuyue Guan, Murray H. Loew. [doi]
• A New Frontier In Critical Care: Saving the Injured Brain in the time of COVID-19Eugene Wesley Ely. [doi]
• Deep learning-based deformable image registration of inter-fraction CBCT images for adaptive radiation therapyHuiqiao Xie, Yang Lei 0002, Tonghe Wang, Yabo Fu, Xiangyang Tang, Walter J. Curran, Pretesh Patel, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• U-SDRC: a novel deep learning-based method for lesion enhancement in liver CT imagesZhongshu Zheng, Ling Ma, Songxiao Yang, Said Boumaraf, Xiabi Liu, Xiaohong Ma. [doi]
• Random search as a neural network optimization strategy for Convolutional-Neural-Network (CNN)-based noise reduction in CTNathan R. Huber, Andrew D. Missert, Hao Gong, Scott S. Hsieh, Shuai Leng, Lifeng Yu, Cynthia H. McCollough. [doi]
• Ring artifact removal method with generative adversarial network for the refraction-contrast computed tomographyZhuoran Huang, Naoki Sunaguchi, Daisuke Shimao, Shu Ichihara, Tetsuya Yuasa, Masami Ando. [doi]
• Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesisEnamundram M. V. Naga Karthik, Catherine Laporte, Farida Cheriet. [doi]
• Improved CycleGAN with application to COVID-19 classificationAsaf Bar-El, Dana Cohen 0002, Noa Cahan, Hayit Greenspan. [doi]
• G-MIND: an end-to-end multimodal imaging-genetics framework for biomarker identification and disease classificationSayan Ghosal, Qiang Chen, Giulio Pergola, Aaron L. Goldman, William Ulrich, Karen Faith Berman, Giuseppe Blasi, Leonardo Fazio, Antonio Rampino, Alessandro Bertolino, Daniel R. Weinberger, Venkata S. Mattay, Archana Venkataraman. [doi]
• Thalamus segmentation using convolutional neural networksShangxian L. Wang, Shuo Han 0001, Aaron Carass, Jiachen Zhuo, Steve Roys, Rao P. Gullapalli, Li Jiang, Jerry L. Prince. [doi]
• Joint optic disc and cup segmentation based on multi-module U-shaped networkQianlong Zhu, Gaohui Luo, Xinjian Chen 0001, Fei Shi, Lingjiao Pan, Weifang Zhu. [doi]
• Anatomy recognition in CT images of head and neck region via precision atlasesJieyu Li, Jayaram K. Udupa, Yubing Tong, Dewey Odhner, Drew A. Torigian. [doi]
• Noise characteristics in low to high kVp domain translation with Deep Regression NetworkVanika Singhal, Rajesh Langoju, Sidharth Abrol, Utkarsh Agrawal, Bhushan D. Patil, Sandeep Dutta, Bipul Das. [doi]
• SGCNet: a scale-aware and global context network for linear lesion segmentation in MCSL fundus images of high myopiaGaohui Luo, Qianlong Zhu, Xinjian Chen 0001, Fei Shi, Ying Fan, Jiamin Xie, Qiuying Chen, Lingjiao Pan, Weifang Zhu. [doi]
• Automated end-to-end deep learning framework for classification and tumor localization from native non-stained pathology imagesAkram Bayat, Connor Anderson, Pratik Shah. [doi]
• Automated localization and segmentation of vertebrae in the micro-CT images of rabbit fetuses using 3D Convolutional Neural NetworksAntong Chen, Saideep Gona, Dahai Xue, Tosha Shah, Alexa Gleason, Barbara Robinson, Britta Mattson, Catherine D. G. Hines. [doi]
• Domain adaptation for organ segmentation from non-contrast to contrast enhanced CTSidharth Abrol, Sandeep Dutta, Bipul Das, Sanjay N. T., Saad A. Sirohey. [doi]
• Super-resolution and deblurring enhancement for narrow band imaging bronchoscopyVahid Daneshpajooh, Saptarashmi Bandyopadhyay, Danish Ahmad, Jennifer Toth, Rebecca Bascom, William E. Higgins. [doi]
• ProGNet: prostate gland segmentation on MRI with deep learningSimon John Christoph Soerensen, Richard E. Fan, Arun Seetharaman, Leo C. Chen, Wei Shao 0008, Indrani Bhattacharya, Michael Borre, Benjamin Chung, Katherine J. To'o, Geoffrey A. Sonn, Mirabela Rusu. [doi]
• Dynamic palatogram generation from Cine MRI for normalized speech assessmentMuhan Shao, Aaron Carass, Jiachen Zhuo, Xiao Liang, Dima H. Ghunaim, Maureen L. Stone, Jerry L. Prince. [doi]
• Combined analysis of coronary arteries and the left ventricular myocardium in cardiac CT angiography for detection of patients with functionally significant stenosisMajd Zreik, Nils Hampe, Tim Leiner, Nadih Khalili, Jelmer M. Wolterink, Michiel Voskuil, Max A. Viergever, Ivana Isgum. [doi]
• Joint cortical surface and structural connectivity analysis of Alzheimer's diseaseLeon Y. Cai, Cailey I. Kerley, Chang Yu, Katherine S. Aboud, Lori L. Beason-Held, Andrea T. Shafer, Susan M. Resnick, Lori C. Jordan, Adam W. Anderson, Kurt G. Schilling, Ilwoo Lyu, Bennett A. Landman. [doi]
• A latent space exploration for microscopic skin lesion augmentations with VQ-VAE-2 and PixelSNAILAlessio Gallucci, Nicola Pezzotti, Dmitry Znamenskiy, Milan Petkovic. [doi]
• Lung tumor segmentation of PET/CT using dual pyramid mask R-CNNTonghe Wang, Yang Lei 0002, Sibo Tian, Tian Liu 0004, Walter J. Curran, Kristin Higgins, Xiaofeng Yang 0005. [doi]
• Cascaded multi-scale feature interaction for choroidal atrophy segmentationJiahuan Song, Xinjian Chen 0001, Weifang Zhu. [doi]
• Measure partial liver volumetric variations from paired inspiratory-expiratory chest CT scansCan Luo, James G. Terry, Yucheng Tang, Kaiwen Xu, Pierre P. Massion, Bennett A. Landman, Jeffrey Carr, Yuankai Huo. [doi]
• Floor-of-the-mouth muscle function analysis using dynamic magnetic resonance imagingFangxu Xing, Maureen Stone 0001, Jerry L. Prince, Xiaofeng Liu 0001, Georges El Fakhri, Jonghye Woo. [doi]
• Localised 3D disparity regularisation for improving contour propagation in Adaptive RadiotherapyDurai Arun Pannir Selvam, David I. Laurenson, William H. Nailon, Duncan B. McLaren. [doi]
• Lesion-wise evaluation for effective performance monitoring of small object segmentationIrme Groothuis, Carole H. Sudre, Silvia Ingala, Josephine Barnes, Juan Domingo Gispert, Lauge Sørensen, Akshay Pai, Mads Nielsen, Sébastien Ourselin, M. Jorge Cardoso, Frederik Barkhof, Marc Modat. [doi]
• Synthetic atrophy for longitudinal surface-based cortical thickness measurementKathleen E. Larson, Ipek Oguz. [doi]
• Keypoint matching networks for longitudinal fundus image affine registrationYunzhen Peng, Xinjian Chen 0001, Dehui Xiang, Gaohui Luo, Mulin Cai. [doi]
• Deep segmentation of abdominal organs from MRI: off-the- shelf architectures and improvementsPedro Furtado 0001. [doi]
• Automated brainstem parcellation using multi-atlas segmentation and deep neural networkMagnus Magnusson, Áskell Löve, Lotta Maria Ellingsen. [doi]
• Chest CBCT-based synthetic CT using cycle-consistent adversarial network with histogram matchingRichard L. J. Qiu, Yang Lei 0002, Aparna H. Kesarwala, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• A generative adversarial framework for capillary non-perfusion regions segmentation in fundus fluorescein angiogramsMulin Cai, Dehui Xiang, Shengxue Pan, Fei Shi, Weifang Zhu, Xinjian Chen 0001, Bei Tian. [doi]
• Automatic model-based 3-D reconstruction of the teeth from five photographs with predefined viewing directionsAndreas Wirtz, Florian Jung, Matthias Noll, Anqi Wang, Stefan Wesarg. [doi]
• EMONAS: efficient multiobjective neural architecture search framework for 3D medical image segmentationMaria G. Baldeon Calisto, Susana K. Lai-Yuen. [doi]
• An automated framework for image classification and segmentation of fetal ultrasound images for gestational age estimationJuan-Carlos Prieto, Hina Shah, Alan J. Rosenbaum, Xiaoning Jiang, Patrick Musonda, Joan T. Price, Elizabeth M. Stringer, Bellington Vwalika, David M. Stamilio, Jeffrey S. A. Stringer. [doi]
• Graph loss function for unsupervised learning-based deformable medical image registrationSheng Lan, Bo Yuan, Zhenhua Guo 0001. [doi]
• Context attention-and-fusion network for multiclass retinal fluid segmentation in OCT imagesYanqing Ye, Xinjian Chen 0001, Fei Shi, Dehui Xiang, Lingjiao Pan, Weifang Zhu. [doi]
• Development and characterization of a chest CT atlasKaiwen Xu, Riqiang Gao, Mirza S. Khan, Shunxing Bao, Yucheng Tang, Steve Deppen, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Mattias P. Heinrich, Bennett A. Landman. [doi]
• Use of a convolutional neural network to identify infarct core using computed tomography perfusion parametersRyan A. Rava, Alexander R. Podgorsak, Mohammad Waqas, Kenneth V. Snyder, Elad I. Levy, Jason M. Davies, Adnan H. Siddiqui, Ciprian N. Ionita. [doi]
• HydraNet: a multi-branch convolutional neural network architecture for MRI denoisingStephen Gregory, Hu Cheng, Sharlene D. Newman, Yu Gan. [doi]
• Drusen segmentation with sparse volumetric SD-OCT samplingAbum Okemgbo, David Rein, Yiyang Wang, Amani A. Fawzi, Jacob Furst, Daniela Raicu. [doi]
• SANet: a self-adaptive network for hyperreflective foci segmentation in retinal OCT imagesChenpu Yao, Weifang Zhu, Meng Wang, Liangjiu Zhu, Haifan Huang, Haoyu Chen, Xinjian Chen 0001. [doi]
• FlyBy CNN: a 3D surface segmentation frameworkLouis Boubolo, Maxime Dumont, Serge Brosset, Jonas Bianchi, Antonio C. Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Beatriz Paniagua, Lucia H. S. Cevidanes, Martin Styner, Juan-Carlos Prieto. [doi]
• BrainTumorNet: multi-task learning for joint segmentation of high-grade glioma and brain metastases from MR imagesSatrajit Chakrabarty, Aristeidis Sotiras, Mikhail Milchenko, Pamela LaMontagne, Christopher Abraham, Clifford Robinson, Daniel S. Marcus. [doi]
• Unsupervised super-resolution: creating high-resolution medical images from low-resolution anisotropic examplesJörg Sander 0003, Bob D. de Vos, Ivana Isgum. [doi]
• Automatic whole-heart segmentation in 4D TAVI treatment planning CTSteffen Bruns, Jelmer M. Wolterink, Thomas P. W. van den Boogert, José P. Henriques, Jan Baan, Nils Planken, Ivana Isgum. [doi]
• Metal artifact reduction, intra cochlear anatomy segmentation, and cochlear implant electrodes localization in CT images with a multi-task 3D networkJianing Wang, Yiyuan Zhao, Jack H. Noble, Benoit M. Dawant. [doi]
• Improve global glomerulosclerosis classification with imbalanced data using CircleMix augmentationYuzhe Lu, Haichun Yang, Zheyu Zhu, Ruining Deng, Agnes B. Fogo, Yuankai Huo. [doi]
• Association and prediction of phenotypic traits from neuroimaging data using a multi-component mixed model excluding the target vertexBaptiste Couvy-Duchesne, Futao Zhang, Kathryn E. Kemper, Julia Sidorenko, Naomi R. Wray, Peter M. Visscher, Jian Yang 0005, Olivier Colliot. [doi]
• Synthetic CT-based multi-organ segmentation in cone beam CT for adaptive pancreatic radiotherapyXianjin Dai, Yang Lei 0002, James Janopaul-Naylor, Tonghe Wang, Justin Roper, Jun Zhou, Walter J. Curran, Tian Liu 0004, Pretesh Patel, Xiaofeng Yang 0005. [doi]
• Automatic pancreas segmentation in abdominal CT image with contrast enhancement blockShengxue Pan, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jian Zheng 0001. [doi]
• Longitudinal subcortical segmentation with deep learningHao Li, Huahong Zhang, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz. [doi]
• Segmentation of RBCC disruption and myopic stretch line in retinal OCT images using an improved U-shape networkYichao Diao, Xinjian Chen 0001, Ying Fan, Jiamin Xie, Qiuying Chen, Lingjiao Pan, Weifang Zhu. [doi]
• Fast tissue detection in volumetric laser endomicroscopy using convolutional neural networks: an object-detection approachEndi Selmanaj, Fons van der Sommen, Sanne E. Okel, Joost van der Putten, Maarten R. Struyvenberg, Jacques J. G. H. M. Bergman, Peter H. N. de With. [doi]
• Gland segmentation in pancreas histopathology images based on selective multi-scale attentionChangxing Yang, Dehui Xiang, Yun Bian, Jianping Lu, Hui Jiang, Jianming Zheng. [doi]
• Multi-organ segmentation on head and neck dual-energy CT using Deep Neural NetworksTonghe Wang, Yang Lei 0002, Mark McDonald, Jonathan J. Beitler, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Joint analysis of structural connectivity and cortical surface features: correlates with mild traumatic brain injuryCailey I. Kerley, Leon Y. Cai, Chang Yu, Logan M. Crawford, Jason M. Elenberger, Eden S. Singh, Kurt G. Schilling, Katherine S. Aboud, Bennett A. Landman, Tonia S. Rex. [doi]
• Low-count PET image reconstruction with Bayesian inference over a Deep PriorHernan Carrillo, Maël Millardet, Thomas Carlier, Diana Mateus. [doi]
• Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learningTong Zheng 0001, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori. [doi]
• Self-supervised monocular depth estimation in gastroendoscopy using GAN-augmented imagesAji Resindra Widya, Yusuke Monno, Masatoshi Okutomi, Sho Suzuki, Takuji Gotoda, Kenji Miki. [doi]
• Deep learning-based 3D image generation using a single 2D projection imageYang Lei 0002, Zhen Tian, Tonghe Wang, Justin Roper, Kristin Higgins, Jeffrey D. Bradley, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Prostate dose prediction in HDR Brachytherapy using unsupervised multi-atlas fusionYang Lei 0002, Yabo Fu, Tonghe Wang, Walter J. Curran, Tian Liu 0004, Pretesh Patel, Xiaofeng Yang 0005. [doi]
• Renal cortex, medulla and pelvicaliceal system segmentation on arterial phase CT images with random patch-based networksYucheng Tang, Riqiang Gao, Ho Hin Lee, Zhoubing Xu, Brent V. Savoie, Shunxing Bao, Yuankai Huo, Agnes B. Fogo, Raymond Harris, Mark P. de Caestecker, Jeffrey M. Spraggins, Bennett A. Landman. [doi]
• Welcome and Introduction to SPIE Conference 11596Ivana Isgum, Bennett A. Landman. [doi]
• Deep learning for the detection of landmarks in head CT images and automatic quality assessmentHrishikesh Deshpande, Axel Saalbach, Tim Harder, Stewart Young, Thomas Bülow. [doi]
• Towards cascaded V-Net for automatic accurate kidney segmentation from abdominal CT imagesXiongbiao Luo, Wankang Zeng, Wenkang Fan, Song Zheng, Jianhui Chen, Rong Liu, Zengqin Liu, Yinran Chen. [doi]
• Automatic classification of benign and malignant kidney masses using radiomics. A retrospective study exploiting the KiTS19 datasetGianmarco Santini, Yvon Nzoughet Obame, Constance Fourcade, Noémie Moreau, Mathieu Rubeaux. [doi]
• Adversarial robustness study of convolutional neural network for lumbar disk shape reconstruction from MR imagesJiasong Chen, Linchen Qian, Timur Urakov, Weiyong Gu, Liang Liang. [doi]
• Label super resolution for 3D magnetic resonance images using deformable U-netDi Liu, Jiang Liu, Yihao Liu 0003, Ran Tao, Jerry L. Prince, Aaron Carass. [doi]
• Diffusion MRI and silver standard masks to improve CNN-based thalamus segmentationGustavo R. Pinheiro, Lorenza Brusini, Albulena Bajrami, Francesca B. Pizzini, Massimiliano Calabrese, F. Reis, Simone Appenzeller, Gloria Menegaz, Letícia Rittner. [doi]
• Segmentation of retinal detachment and retinoschisis in OCT images based on improved U-shaped network with cross-fusion global feature moduleChangqing Yang, Xinjian Chen 0001, Jinzhu Su, Weifang Zhu, Qiuying Chen, Jiayi Yu, Ying Fan, Fei Shi. [doi]
• Biophotonics Solutions to Global Health ChallengesRebecca R. Richards-Kortum. [doi]
• Style encoding for class-specific image generationDana Cohen Hochberg, Raja Giryes, Hayit Greenspan. [doi]
• Graph attention networks for segment labeling in coronary artery treesNils Hampe, Jelmer M. Wolterink, Carlos Collet, Nils Planken, Ivana Isgum. [doi]
• Generalizability of a deep learning airway segmentation algorithm to a blinded low-dose CT datasetSyed Ahmed Nadeem, Alejandro P. Comellas, Eric A. Hoffman, Punam K. Saha. [doi]
• COVID-19 detection using image analysis methods on CT imagesMohamed I. Elbakary, Khan Iftekharuddin. [doi]
• A novel unsupervised learning model for diffeomorphic image registrationYongpei Zhu, Zicong Zhou, Guojun Liao, Kehong Yuan. [doi]
• Automation of population-based recurrence map for PSMA-PET prostate cancer patients after prostatectomyBastien Rigaud, Pascale Béliveau, Guillaume Cazoulat, Daniel Juneau, Cynthia Ménard, Kristy K. Brock. [doi]
• Construction of a multi-phase contrast computed tomography kidney atlasHo Hin Lee, Yucheng Tang, Kaiwen Xu, Shunxing Bao, Agnes B. Fogo, Raymond Harris, Mark P. de Caestecker, Mattias P. Heinrich, Jeffrey M. Spraggins, Yuankai Huo, Bennett A. Landman. [doi]
• Improving deformable image registration accuracy using a hybrid similarity metric for adaptive radiation therapyKeyur D. Shah, James A. Shackleford, Nagarajan Kandasamy, Gregory C. Sharp. [doi]
• GAN based unsupervised segmentation: should we match the exact number of objectsQuan Liu, Isabella M. Gaeta, Bryan A. Millis, Matthew J. Tyska, Yuankai Huo. [doi]
• Automatic segmentation of the olfactory bulbs in MRIJulia M. H. Noothout, Elbrich M. Postma, Sanne Boesveldt, Bob D. de Vos, Paul A. M. Smeets, Ivana Isgum. [doi]
• A deformable image registration based method to assess directionality of thoracic aortic aneurysm growthZhangxing Bian, Jiayang Zhong, Charles R. Hatt, Nicholas S. Burris. [doi]
• Daily cone-beam CT multi-organ segmentation for prostate adaptive radiotherapyYabo Fu, Yang Lei 0002, Tonghe Wang, Sibo Tian, Pretesh Patel, Ashesh B. Jani, Walter J. Curran, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Learning inverse consistent 3D groupwise registration with deforming autoencodersHanna Siebert, Kumar T. Rajamani, Mattias P. Heinrich. [doi]
• Enhancing Z-resolution in CT volumes with deep residual learningUtkarsh Agrawal, Aditya Hegde 0003, Rajesh Langoju, Prasad Sudhakar, Bhushan D. Patil, Sundar R. K., Yasuhiro Imai, Risa Shigemasa, Omi Yasuo, Bipul Das. [doi]
• Validation of active shape model techniques for intra-cochlear anatomy segmentation in CT imagesRueben A. Banalagay, Robert F. Labadie, Jack H. Noble. [doi]
• Co-localization of fluorescent signals using deep learning with Manders overlapping coefficientYimeng Dou, Yi-Hua Tsai, Chih-Chieh Liu, Brad A. Hobson, Pamela J. Lein. [doi]
• Iterative reconstruction anti-correlated ROF model for noise reduction in dual-energy CBCT imagingLuis Albert Zavala-Mondragón, Klaus J. Engel, Bernd Menser, Danny Ruijters, Peter H. N. de With, Fons van der Sommen. [doi]
• Finding atrophy patterns of grey matter through orthonormal non-negative factorizationWenbo Zhang, Kwun Chuen Gary Chan, Dean Shibata, David R. Haynor. [doi]
• Reconstruction and refinement of crossing muscle fibers in the human tongueMuhan Shao, Arnold D. Gomez, Jiachen Zhuo, Xiao Liang, Maureen Stone 0001, Aaron Carass, Jerry L. Prince. [doi]
• Evaluation of U-net-based image segmentation model to digital mammographyPriscilla Cho, Hong-Jun Yoon. [doi]
• DA-AR-Net: an attentive activation based Deformable auto-encoder for group-wise registrationPrateek Gupta, Hanna Siebert, Mattias P. Heinrich, Kumar T. Rajamani. [doi]
• Deep multi-path network integrating incomplete biomarker and chest CT data for evaluating lung cancer riskRiqiang Gao, Yucheng Tang, Kaiwen Xu, Michael N. Kammer, Sanja L. Antic, Steve Deppen, Kim L. Sandler, Pierre P. Massion, Yuankai Huo, Bennett A. Landman. [doi]
• Invertible residual network with regularization for effective volumetric segmentationKashu Yamazaki, Vidhiwar Singh Rathour, T. Hoang Ngan Le. [doi]
• Improvement of inter-slice resolution based on 2D CNN with thin bone structure-aware on head-and-neck CT imagesHee Rim Yun, Min Jin Lee, Helen Hong, Kyu Won Shim, Jonghong Jeon. [doi]
• Denoising digital breast tomosynthesis projections using convolutional neural networksDarlan M. N. de Araújo, Denis H. P. Salvadeo, Davi D. de Paula. [doi]
• Enhancing reproductive organ segmentation in pediatric CT via adversarial learningChi Nok Enoch Kan, Taly Gilat Schmidt, Dong Hye Ye. [doi]
• Accurate estimation of total intracranial volume in MRI using a multi-tasked image-to-image translation networkMallika Singh, Eleanor Pahl, Shangxian Wang, Aaron Carass, Junghoon Lee, Jerry L. Prince. [doi]
• Automatic cerebral vessel extraction in TOF-MRA using deep learningV. de Vos, Kimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf. [doi]
• SlabGAN: a method for generating efficient 3D anisotropic medical volumes using generative adversarial networksJason L. Granstedt, Varun A. Kelkar, Weimin Zhou, Mark A. Anastasio. [doi]
• Single MR image super-resolution via mixed self-similarity attention networkXiaowan Hu, Haoqian Wang, Yi Luo, Zhongzhi Sun, Yanbin Peng. [doi]
• Dental microfracture detection using wavelet features and machine learningJared Vicory, Ramraj Chandradevan, Pablo Hernandez-Cerdan, Wei Angel Huang, Dani Fox, Laith Abu Qdais, Matthew McCormick 0001, André Mol, Rick Walter, J. S. Marron, Hassem Geha, Asma Khan, Beatriz Paniagua. [doi]
• Automated zone recognition for retinopathy of prematurity using deep neural network with attention mechanism and deep supervision strategyYuanyuan Peng, Weifang Zhu, Feng Chen, Xinjian Chen 0001. [doi]
• Segmenting microcalcifications in mammograms and its applicationsRoee Zamir, Shai Bagon, David Samocha, Yael Yagil, Ronen Basri, Miri Sklair-Levy, Meirav Galun. [doi]
• MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNsHao Li, Huahong Zhang, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz. [doi]
• Combined 3D super-resolution, de-noising and partial volume correction for percutaneous ablationMark A. Pinnock, Yipeng Hu, Steve Bandula, Dean C. Barratt. [doi]
• Variational autoencoders with a structural similarity loss in time of flight MRAsKimberley M. Timmins, Irene C. van der Schaaf, Ynte M. Ruigrok, Birgitta K. Velthuis, Hugo J. Kuijf. [doi]
• Validation of group-wise registration for surface-based functional MRI analysisChang Yu, Yue Liu 0003, Leon Y. Cai, Cailey I. Kerley, Kaiwen Xu, Warren D. Taylor, Hakmook Kang, Andrea T. Shafer, Lori L. Beason-Held, Susan M. Resnick, Bennett A. Landman, Ilwoo Lyu. [doi]
• Assessing the generalizability of temporally coherent echocardiography video segmentationYida Chen, Xiaoyan Zhang, Christopher M. Haggerty, Joshua V. Stough. [doi]
• A vertebral level-wise data augmentation scheme for segmentation via deep learningShaoju Wu, Yunliang Cai, Xiaoyao Fan, Sohail K. Mirza, Keith D. Paulsen, Songbai Ji. [doi]
• Bias field correction in 3D-MRIs using convolutional autoencodersShashank N. Sridhara, Haleh Akrami, Vaishnavi Krishnamurthy, Anand A. Joshi. [doi]
• A comparison study of deep learning designs for improving low-dose CT denoisingVincent Wang, Alice Wei, Jiaxing Tan, Siming Lu, Weiguo Cao, Yongfeng Gao. [doi]
• Progressive medical image annotation with convolutional neural network-based interactive segmentation methodYunkun Bai, Guangmin Sun, Yu Li 0009, Le Shen, Li Zhang. [doi]
• A pairwise approach for fMRI group studies using the BrainSync TransformAnand A. Joshi, Soyoung Choi, Jian Li 0033, Haleh Akrami, Richard M. Leahy. [doi]
• Establishing surface correspondence for post-surgical cortical thickness changes in temporal lobe epilepsyYue Liu 0003, Dario J. Englot, Victoria L. Morgan, Warren D. Taylor, Ying Wei 0007, Ipek Oguz, Bennett A. Landman, Ilwoo Lyu. [doi]