Table of Contents

• Image registration of diffusion weighted and conventional breast MRITorsten Hopp, Ibrahim Tabet, Sarah Said, Paola Clauser, Pascal A. Baltzer, Nicole V. Ruiter. [doi]
• Detecting human gastric peristalsis using magnetically controlled capsule endoscope via deep learningXueshen Li, Yu Gan 0003, David Duan, Xiao Yang. [doi]
• Morphological analysis of ankle shorts bones of children with cerebral palsy: a comparative studyYue Cheng, Rodolphe Bailly, Bhushan Borotikar, Claire Scavinner-Dorval, Benjamin Fouquet, Douraied Ben Salem, Sylvain Brochard, François Rousseau 0002. [doi]
• Automated coronary artery calcium segmentation in cardiac CT using combined probability map and feature analysis: a preliminary reportRaisa B. Rasul, Morteza Naghavi, Matthew J. Budoff, Anthony P. Reeves. [doi]
• Longitudinal variability analysis on low-dose abdominal CT with deep learning-based segmentationXin Yu 0002, Yucheng Tang, Qi Yang 0004, Ho Hin Lee, Riqiang Gao, Shunxing Bao, Ann Zenobia Moore, Luigi Ferrucci, Bennett A. Landman. [doi]
• Unsupervised registration refinement for generating unbiased eye atlasHo Hin Lee, Yucheng Tang, Shunxing Bao, Qi Yang 0004, Xin Yu 0002, Kevin L. Schey, Jeffrey M. Spraggins, Yuankai Huo, Bennett A. Landman. [doi]
• Joint synthesis of WMn MPRAGE and parameter maps using deep learning and an imaging equationPouria Tohidi, Shuo Han 0001, Lianrui Zuo, Jiachen Zhuo, Steve Roys, Aaron Carass, Rao P. Gullapalli, Jerry L. Prince. [doi]
• Feasibility of simulated realistic textured XCAT phantoms for assessment of radiomic feature stabilityJaryd R. Christie, Sarah A. Mattonen. [doi]
• Mapping the impact of approximate gradient nonlinearity fields correction on tractographyPraitayini Kanakaraj, Francois Rheault, Leon Y. Cai, Nancy Newlin, Fang-Cheng Yeh, Baxter P. Rogers, Kurt G. Schilling, Bennett A. Landman. [doi]
• Analyzing components of a transformer under different dataset scales in 3D prostate CT segmentationYicong Tan, Prerak Mody, Viktor van der Valk, Marius Staring, Jan van Gemert. [doi]
• Design and implementation of a real-time research data warehouse: lessons learned from Vanderbilt's ImageVU (Conference Presentation)Bennett A. Landman. [doi]
• A study of attention information from transformer layers in hybrid medical image segmentation networksSyed Nouman Hasany, Caroline Petitjean, Fabrice Mériaudeau. [doi]
• Convolutions, transformers, and their ensembles for the segmentation of organs at risk in radiation treatment of cervical cancerVangelis Kostoulas, Peter A. N. Bosman, Tanja Alderliesten. [doi]
• Estimation of incomplete organ-coverage using 3D fully convolutional networksHrishikesh Deshpande, Axel Saalbach, Tim Harder, Edna Coetser, Shlomo Gotman, Thomas Bülow, Christian Wülker. [doi]
• Shape analysis of ossicular chain based on hyperbolic Ricci flow (Withdrawal Notice)Yuxue Ren, Qian Yao, Na Lei, Haiyan Zhu, Xianfeng David Gu. [doi]
• Octree cube constraints in PBD method for high resolution surgical simulationRintaro Miyazaki, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori. [doi]
• Co-Unet-GAN: a co-learning domain adaptation model on echocardiography segmentationJunyang Cai, Christopher M. Haggerty, Joshua V. Stough. [doi]
• ENIGMA, big data, and the human brain: worldwide neuroimaging & genomics of 30 brain diseases in 100, 000 people from 45 countries (Conference Presentation)Paul M. Thompson. [doi]
• Self-supervised denoising using optimized blind-spot networks for real-time application in 4D-OCTJonas Nienhaus, Philipp Matten, Anja Britten, Thomas Schlegl, Eva Höck, Alexander Freytag, Matt Everett, Nancy Hecker-Denschlag, Wolfgang Drexler, Rainer A. Leitgeb, Tilman Schmoll. [doi]
• Deep curriculum learning for follow-up MRI registration in glioblastomaSubhashis Banerjee, Dimitrios Toumpanakis, Ashis Kumar Dhara, Johan Wikström, Robin Strand. [doi]
• Deep angiogram: trivializing retinal vessel segmentationDewei Hu, Xing Yao, Jiacheng Wang 0007, Yuankai K. Tao, Ipek Oguz. [doi]
• Simulation based evaluation framework for deep learning unsupervised anomaly detection on brain FDG-PETRavi Hassanaly, Simona Bottani, Benoît Sauty, Olivier Colliot, Ninon Burgos. [doi]
• A latent space for unsupervised MR image quality control via artifact assessmentLianrui Zuo, Yuan Xue 0002, Blake E. Dewey, Yihao Liu 0003, Jerry L. Prince, Aaron Carass. [doi]
• Patch-RegNet: a hierarchical deformable registration framework for inter-/intra-modality head-and-neck image registration with ViT-MorphYao Zhao, Xinru Chen, Brigid McDonald, Cenji Yu, Laurence E. Court, Tinsu Pan, He Wang, Xin Wang, Jack Phan, Jinzhong Yang. [doi]
• 3D-2D GAN based brain metastasis synthesis with configurable parameters for fully 3D data augmentationGengyan Zhao, Youngjin Yoo, Thomas J. Re, Jyotipriya Das, Hesheng Wang, Michelle Kim, Colette Shen, Yueh Lee, Douglas Kondziolka, Mohannad Ibrahim, Jun Lian, Rajan Jain, Tong Zhu, Hemant Parmar, James M. Balter, Yue Cao, Eli Gibson, Dorin Comaniciu. [doi]
• Anatomy-specific acquisition-agnostic affine registration learned from fictitious imagesMalte Hoffmann, Andrew Hoopes, Bruce Fischl, Adrian V. Dalca. [doi]
• Learning to atlas register for rapid segmentation of brain structures in fetal MRITanvi Kulkarni, K. H. Aqil, Jaikishan Jayakumar, Keerthi Ram, Mohanasankar Sivaprakasam. [doi]
• Pseudo-contrast cardiac CT angiography derived from non-contrast CT using conditional generative adversarial networksAditya Killekar, Jacek Kwiecinski, Mariusz Kruk, Cezary Kepka, Aakash D. Shanbhag, Damini Dey, Piotr J. Slomka. [doi]
• Shape analysis of amygdala atrophy using SPHARM-OTZexuan Wang, Jiong Chen, Wenxi Yang, Sumita Garai, Frederick H. Xu, Junhao Wen, Christos Davatzikos, Li Shen 0001. [doi]
• Deep learning-based multi-organ CT segmentation with adversarial data augmentationShaoyan Pan, Shao-Yuan Lo, Min Huang, Chaoqiong Ma, Jacob F. Wynne, Tonghe Wang, Tian Liu 0004, Xiaofeng Yang 0005. [doi]
• Supervised transform learning for limited angle tomographic reconstructionZhipeng Li, Gaoyu Chen, Hao Gao, Yong Long. [doi]
• Domain generalization for robust MS lesion segmentationHuahong Zhang, Hao Li, Kathleen E. Larson, Kilian Hett, Ipek Oguz. [doi]
• Direct head-to-head comparison of convolutional long short-term memory and transformer networks for artificial Intelligence-based quantification of atherosclerotic plaque and stenosis from coronary CT angiographyNipun Manral, Andrew Lin, Caroline Park, Priscilla McElhinney, Aditya Killekar, Hidenari Matsumoto, Jacek Kwiecinski, Konrad Pieszko, Aryabod Razipour, Kajetan Grodecki, Mhairi Doris, Alan C. Kwan, Donghee Han, Keiichiro Kuronuma, Guadalupe Flores Tomasino, Evangelos Tzolos, Aakash D. Shanbhag, Markus Goeller, Mohamed Marwan, Sebastien Cadet, Stephen Achenbach, Stephen J. Nicholls, Dennis T. Wong, Daniel S. Berman, Marc R. Dweck, David E. Newby, Michelle C. Williams, Piotr J. Slomka, Damini Dey. [doi]
• Segmentation and identification of fatty infiltration of the erector spinae using deep learningAnshul Ratnaparkhi, Bilwaj Gaonkar, Azim Laiwalla, Elliot Berdy, Matiar Jafari, Abhinav Suri, David Zarrin, Kirstin Cook, Bayard Wilson, Luke Macyszyn, Joel Beckett. [doi]
• Interstitial lung disease detection in CT using an ensemble method of patch CNN and radiomic classifierAdriel Silva de Araújo, Leonardo Rosa Amado, Dimitri B. A. Mantovani, Ana Maria Marques da Silva, Marcio S. Pinho. [doi]
• Comparing voxel- and feature-wise harmonization of complex graph measures from multiple sites for structural brain network investigation of agingNancy R. Newlin, Leon Y. Cai, Tianyuan Yao, Derek B. Archer, Kurt G. Schilling, Timothy J. Hohman, Kimberly R. Pechman, Angela L. Jefferson, Andrea T. Shafer, Susan M. Resnick, Bennett A. Landman. [doi]
• 3D body shape for regional and appendicular body composition estimationYijiang Zheng, Zhuoxin Long, Xiaoke Zhang, James K. Hahn. [doi]
• Towards lifting the trade-off between accuracy and adversarial robustness of deep neural networks with application on COVID 19 CT image classification and medical image segmentationLinhai Ma, Liang Liang. [doi]
• Scalable NMF via linearly optimized data compressionSung Min Ha, Abdalla Bani, Aristeidis Sotiras. [doi]
• Weakly supervised airway orifice segmentation in video bronchoscopyRon Keuth, Mattias P. Heinrich, Martin Eichenlaub, Marian Himstedt. [doi]
• Introducing soft topology constraints in deep learning-based segmentation using projected pooling lossGuanghui Fu, Rosana El Jurdi, Lydia Chougar, Didier Dormont, Romain Valabrègue, Stéphane Lehéricy, Olivier Colliot. [doi]
• Uncertainty-aware transformer model for anatomical landmark detection in paraspinal muscle MRIsSoorena Salari, Amirhossein Rasoulian, Michele C. Battié, Maryse Fortin, Hassan Rivaz, Yiming Xiao. [doi]
• Unsupervised quality assurance for brain MR image rigid registration using latent shape representationYuan Xue 0002, Lianrui Zuo, Samuel W. Remedios, Blake E. Dewey, Peiyu Duan, Yihao Liu 0003, Rendong Zhang, Scott D. Newsome, Ellen M. Mowry, Aaron Carass, Jerry L. Prince. [doi]
• L-former: a lightweight transformer for realistic medical image generation and its application to super-resolutionTong Zheng 0001, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori. [doi]
• Integrative risk predictors of temporomandibular joint osteoarthritis progressionLingrui Cai, Najla Al Turkestani, Lucia H. S. Cevidanes, Jonas Bianchi, Marcela Gurgel, Kayvan Najarian, Reza Soroushmehr. [doi]
• Synthesis of pediatric brain tumor images with mass effectYu Zhou, Jingru Fu, Örjan Smedby, Rodrigo Moreno. [doi]
• A multiscale algorithm for computing realistic image transformations: application to the modelling of fetal brain growthFleur Gaudfernau, Stéphanie Allassonière, Erwan Le Pennc. [doi]
• FastCod: fast brain connectivity in diffusion imagingZhangxing Bian, Muhan Shao, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince. [doi]
• Based on model-driven fast iterative shrinkage thresholding network for bioluminescence tomography reconstructionHeng Zhang, Xiaowei He, Hongbo Guo, YanQiu Liu, Shuangchen Li, Yizhe Zhao, Xuelei He, Jingjing Yu, Yuqing Hou. [doi]
• Stable classification of diabetic structures from incorrectly labeled OCTA en face images using multi instance learningPhilipp Matten, Julius Scherer, Thomas Schlegl, Jonas Nienhaus, Heiko Stino, Andreas Pollreisz, Wolfgang Drexler, Rainer A. Leitgeb, Tilman Schmoll. [doi]
• Batch size go big or go home: counterintuitive improvement in medical autoencoders with smaller batch sizeCailey I. Kerley, Leon Y. Cai, Yucheng Tang, Lori L. Beason-Held, Susan M. Resnick, Laurie E. Cutting, Bennett A. Landman. [doi]
• Simultaneous wavefront and 3D tomographic reconstructions for phase imaging using Hartmann sensorEmile Barjou, Francesca Mastropietro, Benjamin Barbrel, Ombeline de La Rochefoucauld, Aboubakr Bakkali, Benoit Recur, Pascal Desbarats. [doi]
• Learning disentangled representations for explainable chest x-ray classification using Dirichlet VAEsRachael Harkness, Alejandro F. Frangi, Kieran Zucker, Nishant Ravikumar. [doi]
• Self-supervised learning enhanced ultrasound video thyroid nodule trackingNingtao Liu, Aaron Fenster, David Tessier, Shuiping Gou, Jaron Chong. [doi]
• Automatic preprocessing pipeline for white matter functional analyses of large-scale databasesYurui Gao, Dylan R. Lawless, Muwei Li, Yu Zhao, Kurt G. Schilling, Lyuan Xu, Andrea T. Shafer, Lori L. Beason-Held, Susan M. Resnick, Baxter P. Rogers, Zhaohua Ding, Adam W. Anderson, Bennett A. Landman, John C. Gore. [doi]
• Smooth manifold extraction for 2D synthetic radiography using 2D CNT array-based DTS systemJeongtae Soh, Subong Hyun, Hyeongseok Kim, Mikiko Ito, Young-Jun Jung, Tae Hyung Kim, Seungryong Cho. [doi]
• Impact of train- and test-time Hounsfield unit window variation on CT segmentation of liver lesionsZ. Abboud, Samuel Kadoury. [doi]
• A comparison of U-Net series for CT pancreas segmentationLinya Zheng, Ji Li, Fan Zhang, Hong Shi, Yinran Chen, Xiongbiao Luo. [doi]
• How to overcome the data limited segmentation in abdominal CT: multi-planar UNet coupled with augmented contrast-boostingSihwan Kim, Chul Kyun Ahn, Jong Hyo Kim. [doi]
• A deep generative prior for high-resolution isotropic MR head slicesSamuel W. Remedios, Blake E. Dewey, Aaron Carass, Dzung L. Pham, Jerry L. Prince. [doi]
• Topography-based feature extraction of the human placenta from prenatal MR imagesJames Huang, Maysam Shahedi, Quyen N. Do, Yin Xi, Matthew A. Lewis, Christina L. Herrera, David Owen, Catherine Y. Spong, Ananth J. Madhuranthakam, Diane M. Twickler, Baowei Fei. [doi]
• Cardiac dynamics compensation for intravascular ultrasound sequencesRuning Xiao, Wei Yu, Shengxian Tu. [doi]
• Quantum entanglement for identifying true coincidences in a CZT-based PET systemEmmanouil Nikolakakis, Gregory Romanchek, Emily Enlow, Shiva Abbaszadeh. [doi]
• Investigating the impact of class-dependent label noise in medical image classificationBidur Khanal, S. M. Kamrul Hasan, Bishesh Khanal, Cristian A. Linte. [doi]
• Semantic segmentation of individual muscle groups in 3D thigh MRIAzubuike Okorie, Sokratis Makrogiannis, Richard G. Spencer 0001, Rita R. Kalyani, Luigi Ferrucci. [doi]
• Interpretable automatic detection of incomplete hippocampal inversions using anatomical criteriaLisa Hemforth, Claire Cury, Vincent Frouin, Sylvane Desrivières, Antoine Grigis, Hugh Garavan, Rüdiger Brühl, Jean-Luc Martinot, Marie-Laure Paillère-Martinot, Eric Artiges, Luise Poustka, Sarah Hohmann, Sabina Millenet, Nilakshi Vaidya, Henrik Walter, Robert Whelan, Gunter Schumann, Baptiste Couvy-Duchesne, Olivier Colliot. [doi]
• Semi-supervised clustering for neuro-subtyping of autism spectrum disorderZihao Li, Yaping Wang, Xiujuan Geng. [doi]
• Pulmonary CT nodules segmentation using an enhanced square U-Net with depthwise separable convolutionJi Li, Jiabao Jin, Dongfang Shen, Guanping Xu, Hui-Qing Zeng, Sunkui Ke, Xiangxing Chen, Miao Wang, Xiongbiao Luo. [doi]
• A deep learning method for pinwheel artifact reduction in CTUtkarsh Agrawal, Rajesh Langoju, Yasuhiro Imai, Risa Shigemasa, Bipul Das. [doi]
• Exploring timing patterns around the phase transition of the brain system using resting-state fMRIJunlin Guo, Nazirah Mohd Khairi, Don Mitchell Wilkes. [doi]
• Skeletal modeling of the tricuspid valve via cylindrical parameterizationJared Vicory, Christian Herz, Maura Flynn, Alana Cianciulli, Patricia Sabin, Andras Lasso, Matthew A. Jolley, Beatriz Paniagua. [doi]
• Quantifying velopharyngeal motion variation in speech sound production using an audio-informed dynamic MRI atlasFangxu Xing, Riwei Jin, Imani Gilbert, Georges El Fakhri, Jamie Perry, Bradley P. Sutton, Jonghye Woo. [doi]
• The topology-overlap trade-off in retinal arteriole-venule segmentationÁngel Víctor Juanco-Müller, João F. C. Mota, Keith A. Goatman, Corné Hoogendoorn. [doi]
• New starting point registration method for tagged MRI tongue motion estimationJinglun Yu, Muhan Shao, Zhangxing Bian, Xiao Liang, Jiachen Zhuo, Maureen Stone 0001, Jerry L. Prince. [doi]
• SSL2: self-supervised learning meets semi-supervised learning: multiple sclerosis segmentation in 7T-MRI from large-scale 3T-MRIJiacheng Wang 0007, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz. [doi]
• Deep learning-based image registration method: with application to Scanning Laser Ophthalmoscopy (SLO) longitudinal imagesYuli Wang, Ji Yi. [doi]
• Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet)Maryam Khani, Philippe Debanné, Hubert Labelle, Stefan Parent, Farida Cheriet. [doi]
• Cascaded neural network segmentation pipeline for automated delineation of prostate and organs at risk in male pelvic CTRahul Pemmaraju, Daniel Y. Song, Junghoon Lee. [doi]
• Exploiting hospital data warehouses: the challenges of image quality and heterogeneity (Conference Presentation)Ninon Burgos. [doi]
• GAN based ROI conditioned synthesis of medical image for data augmentationYisak Kim, Jong Hyuk Lee, Changi Kim, Kwang Nam Jin, Chang Min Park. [doi]
• An extensive pixel-level augmentation framework for unsupervised cross-modality domain adaptationMaria G. Baldeon Calisto, Susana K. Lai-Yuen. [doi]
• State-of-the-art object detection algorithms for small lesion detection in PSMA PET: use of rotational maximum intensity projection (MIP) imagesAmirhosein Toosi, Sara Harsini, Shadab Ahamed, Fereshteh Yousefirizi, François Bénard, Carlos F. Uribe, Arman Rahmim. [doi]
• Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome predictionBryan P. Bednarski, Aakash D. Shanbhag, Ananya Singh, Robert J. H. Miller, Heidi Gransar, Keiichiro Kuronuma, Tali Sharir, Sharmila Dorbala, Marcelo Di Carli, Matthews B. Fish, Terrence D. Ruddy, Daniel S. Berman, Damini Dey, Piotr J. Slomka. [doi]
• Comparative analysis between convolutional long short-term memory networks and vision transformers for coronary calcium scoring in non-contrast CTAakash D. Shanbhag, Konrad Pieszko, Robert J. H. Miller, Aditya Killekar, Waechter Parker, Heidi Gransar, Michelle Williams, Daniel S. Berman, Damini Dey, Piotr J. Slomka. [doi]
• Volumetric measurements of brain in multiple sclerosis: comparison of segmentation methods in simulated MRI dataPhelipi N. Schuck, Adriel Silva de Araújo, Dimitri B. A. Mantovani, Nícollas G. Cavedini, Ana Maria Marques da Silva. [doi]
• Semi-supervised vessel wall detection and segmentation from 3D femoral MR imagesQinhong Yan, Bernard Chi Yuen Chiu. [doi]
• Radiology data warehouses: data preparation and dissemination (Conference Presentation)Ronald M. Summers. [doi]
• Dmriprep: open-source diffusion MRI quality control framework with graphical user interfaceJohanna Dubos, Sang Kyoon Park, Roza M. Vlasova, Juan Prieto 0001, Martin Styner. [doi]
• Revisiting the supervision level in semi-supervised learning for automated tumor segmentation: application to lymphoma FDG PET imagingFereshteh Yousefirizi, Joo Hyun O, Ingrid Bloise, Amirhosein Toosi, Carlos F. Uribe, Arman Rahmim. [doi]
• Transfer learning from synthetic to routine clinical data for motion artefact detection in brain T1-weighted MRISophie Loizillon, Simona Bottani, Aurélien Maire, Sebastian Ströer, Didier Dormont, Olivier Colliot, Ninon Burgos. [doi]
• Automatic brain pose estimation in fetal MRIRazieh Faghihpirayesh, Davood Karimi, Deniz Erdogmus, Ali Gholipour. [doi]
• SynBOLD-DisCo: synthetic BOLD images for distortion correction of fMRI without additional calibration scansTian Yu, Leon Y. Cai, Victoria L. Morgan, Sarah E. Goodale, Dario J. Englot, Catherine E. Chang, Bennett A. Landman, Kurt G. Schilling. [doi]
• Single-view cone beam CT reconstruction with Swin transformer based deep learningShien Huang, Yonghong Song, Junyan Rong, Tianshuai Liu, Dong Huang, Hongbing Lu. [doi]
• Can a single image processing algorithm work equally well across all phases of DCE-MRIAdam G. Tattersall, Keith A. Goatman, Lucy E. Kershaw, Scott I. K. Semple, Sonia Dahdouh. [doi]
• An FPGA-based edge computing and accelerating platform for fast diabetic retinopathy diagnosisSilong Li, Jiaming Qiu, Yijin Huang, Xiaoying Tang 0001, Terry Tao Ye. [doi]
• Segmenting thalamic nuclei from manifold projections of multi-contrast MRIChang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue 0002, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince. [doi]
• Implementation of deep learning algorithms for automatic MRI segmentation and fat fraction quantification in individual musclesSandra Martin, Amira Trabelsi, Rémi Andre, Julien Wojak, Etienne Fortanier, Shahram Attatian, Maxime Guye, Marc Dubois, Redha Abdeddaim, David Bendahan. [doi]
• Pancreatic CT image segmentation based on transfer learningXiaoyi Zhu, Dehui Xiang, Fei Shi, Weifang Zhu, Xinjian Chen 0001. [doi]
• Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantificationRafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann. [doi]
• Multi-modality network based on CGAN and attention mechanism for glaucoma gradingLing Liu, Yuanyuan Peng, Dehui Xiang, Fei Shi, Xinjian Chen 0001. [doi]
• Lifelong learning with dynamic convolutions for glioma segmentation from multi-modal MRISubhashis Banerjee, Robin Strand. [doi]
• A two-stage unsupervised domain adaptation method for OCT image segmentationShengyong Diao, Xinjian Chen 0001, Dehui Xiang, Weifang Zhu, Yin Fan, Fei Shi. [doi]
• Ultrasound shear wave velocity estimation in a small field of view via spatio-temporal deep learningSarah Grube, Marcel Bengs, Maximilian Neidhardt, Sarah Latus, Alexander Schlaefer. [doi]
• Characterizing visual cortical magnification with topological smoothing and optimal transportationYujian Xiong, Yanshuai Tu, Zhonglin Lu, Yalin Wang 0001. [doi]
• Multi-target reconstruction of fluorescence molecular tomography based on blind source separationLiZhi Zhang, Beilei Wang, Xiaowei He, Shuangchen Li, Xiao Wei, Zijian Tang, Hongbo Guo. [doi]
• Harmonization of repetition time and scanner effects on estimates of brain hemodynamic response functionLucie Dole, Kurt G. Schilling, Hakmook Kang, John C. Gore, Bennett A. Landman. [doi]
• How can data augmentation improve attribution maps for disease subtype explainabilityElina Thibeau-Sutre, Jelmer M. Wolterink, Olivier Colliot, Ninon Burgos. [doi]
• DrDisco: Deep Registration for Distortion Correction of diffusion MRI with single phase-encodingZhangxing Bian, Muhan Shao, Aaron Carass, Jerry L. Prince. [doi]
• Segmentation of common lesions in age-related macular degeneration based on boundary attention mechanismChengjian Hong, Yuanyuan Peng, Weifang Zhu, Dehui Xiang, Fei Shi, Baoqing Nie, Xinjian Chen 0001. [doi]
• Multi-source bioluminescene tomography reconstruction approach base on subspace decisionXiao Wei, Hongbo Guo, Xuelei He, Jingjing Yu, Xiaowei He. [doi]
• Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomographyThomas Z. Li, Kaiwen Xu, Riqiang Gao, Yucheng Tang, Thomas A. Lasko, Fabien Maldonado, Kim L. Sandler, Bennett A. Landman. [doi]
• Measurement of the amount of chromosome aberration through object detectionKangsan Kim, Byung-Chul Kim, Sang-Keun Woo. [doi]
• Using a GAN for CT contrast enhancement to improve CNN kidney segmentation accuracySpencer Welland, Gabriel Melendez-Corres, Pangyu Teng, Heidi Coy, M. Wasil Wahi-Anwar, Steven S. Raman, Matthew S. Brown. [doi]
• Stratification of lung cancer risk with thoracic imaging phenotypesKaiwen Xu, Mirza S. Khan, Thomas Z. Li, Riqiang Gao, Sanja L. Antic, Yuankai Huo, Kim L. Sandler, Fabien Maldonado, Bennett A. Landman. [doi]
• Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRITao Hu 0009, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori. [doi]
• Estimation of the ankle-joint space visibility in x-ray images using convolutional neural networksJohannes Köpnick, Jan Marek May, Bernd Lundt, Matthias Brück, Christian Wülker. [doi]
• Deep constrained spherical deconvolution for robust harmonizationTianyuan Yao, Francois Rheault, Leon Y. Cai, Vishwesh Nath, Zuhayr Asad, Nancy Newlin, Can Cui 0006, Ruining Deng, Karthik Ramadass, Kurt Schilling, Bennett A. Landman, Yuankai Huo. [doi]
• A relative motion model for myocardial infarction detectionRunzhou Shi, Fuyan Wang, Chengjin Yu, Cailing Pu, Gaoning Ning, Huafeng Liu, Hongjie Hu. [doi]
• An auxiliary attention-based network for joint classification and localization of breast tumor on ultrasound imagesZong Fan, Ping Gong 0006, Shanshan Tang, Christine U. Lee, Xiaohui Zhang, Zhimin Wang, Pengfei Song, Shigao Chen, Hua Li 0003. [doi]
• Meta-learning-based retinal pathology classification from optical coherence tomography imagesZiting Yin, Xinjian Chen 0001, Weifang Zhu, Dehui Xiang, Qing Peng, Fei Shi. [doi]
• Synthesizing audio from tongue motion during speech using tagged MRI via transformerXiaofeng Liu 0001, Fangxu Xing, Jerry L. Prince, Maureen Stone 0001, Georges El Fakhri, Jonghye Woo. [doi]
• Investigation of probability maps in deep-learning-based brain ventricle parcellationYuli Wang, Anqi Feng, Yuan Xue 0002, Muhan Shao, Ari M. Blitz, Mark D. Luciano, Aaron Carass, Jerry L. Prince. [doi]
• Multi-step reinforcement learning for medical image super-resolutionAlix Bouffard, Mihaela Pop, Mehran Ebrahimi. [doi]
• A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma datasetShadab Ahamed, Yixi Xu, Ingrid Bloise, Joo Hyun O, Carlos F. Uribe, Rahul Dodhia, Juan Lavista Ferres, Arman Rahmim. [doi]
• Highly accurate deep registration networks for large deformation estimation in compression ultrasoundLaura F. Graf, Hanna Siebert, Sven Mischkewitz, Ron Keuth, Mattias P. Heinrich. [doi]
• Distance map supervised landmark localization for MR-TRUS registrationXinrui Song, Xuanang Xu, Sheng Xu 0001, Baris Turkbey, Thomas Sanford, Bradford J. Wood, Pingkun Yan. [doi]
• Resolving impact of technical and biological variability on the convolutional neural networks: evaluating chest x-ray scansDmitry Cherezov, Vidya Sankar Viswanathan, Amit Gupta, Anant Madabhushi. [doi]
• Deep whole brain segmentation of 7T structural MRIKarthik Ramadass, Xin Yu 0002, Leon Y. Cai, Yucheng Tang, Shunxing Bao, Cailey I. Kerley, Micah D'Archangel, Laura A. Barquero, Allen T. Newton, Isabel Gauthier, Rankin W. McGugin, Benoit M. Dawant, Laurie E. Cutting, Yuankai Huo, Bennett A. Landman. [doi]
• IF-Net: information fusion network for meibomian gland area and atrophy area segmentationDengfeng Liu, Weifang Zhu, Xinyu Zhuang, Xiaofeng Zhang, Xinjian Chen 0001, Fei Shi, Dehui Xiang. [doi]
• Attention-based 3D convolutional networks for detection of geographic atrophy from optical coherence tomography scansAmr S. Elsawy, Tiarnan D. Kenan, Qingyu Chen 0001, Xiaoshuang Shi, Emily Y. Chew, Zhiyong Lu. [doi]
• An attentional unet with an auxiliary class learning to support acute ischemic stroke segmentation on CTSantiago Gómez, Sebastian Florez, Daniel Mantilla, Paúl Camacho, Nick Tarazona, Fabio Martínez. [doi]
• Combining arterial and venous CT scans in a multi-encoder network for improved hepatic vessel segmentationFelix Thielke, Farina Kock, Annika Hänsch, Nasreddin Abolmaali, Andrea Schenk, Hans Meine. [doi]
• Fully-automatic aortic valve landmarks detection with two-stage-based convolutional neural networksQixiang Ma, Léo Lemarchand, Diane Chan-Sock-Line, Louis Rigal, Antoine Simon, Pascal Haigron. [doi]
• Deformable registration of 3D CT images with partial liverGiovanni Palma, Greg Padiasek, Arkadiusz Sitek, Paul Dufort, Pedro L. Esquinas, Marc-Michel Rohé. [doi]
• Novel application of the attention mechanism on medical image harmonizationXing Yao, Ange Lou, Hao Li, Dewei Hu, Daiwei Lu, Han Liu, Jiacheng Wang 0007, Zachary A. Stoebner, Hans J. Johnson, Jeffrey D. Long, Jane S. Paulsen, Ipek Oguz. [doi]
• Peripapillary atrophy segmentation in fundus images via multi-task learningXiao Wei, Bo Jiang, Yuye Ling, Peiyao Jin, Yifan Wang, Xinbing Wang, Chenghu Zhou, Yu Gan. [doi]