Table of Contents

• Automated Agatston score computation in non-ECG gated CT scans using deep learningCarlos Cano-Espinosa, Germán González, George R. Washko, Miguel Cazorla, Raúl San José Estépar. [doi]
• Automatic localization and segmentation of optical disk based on faster R-CNN and level set in fundus imageDefeng Zhang, Weifang Zhu, Heming Zhao, Fei Shi, Xinjian Chen. [doi]
• Model based rib-cage unfolding for trauma CTJens von Berg, Tobias Klinder, Cristian Lorenz. [doi]
• Automated abdominal plane and circumference estimation in 3D US for fetal screeningC. Lorenz, Tom Brosch, Cybèle Ciofolo-Veit, Tobias Klinder, Thierry Lefevre, Angelo Cavallaro, Ibtisam Salim, Aris T. Papageorghiou, Caroline Raynaud, David Roundhill, Laurence Rouet, Nicole Schadewaldt, Alexander Schmidt-Richberg. [doi]
• Coupled dictionary learning for joint MR image restoration and segmentationXuesong Yang, Yong Fan 0001. [doi]
• Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scansGermán González, George R. Washko, Raúl San José Estépar. [doi]
• Relating regional characteristics of left atrial shape to presence of scar in patients with atrial fibrillationSoroosh Sanatkhani, Michael Oladosu, Karandeep Chera, Sotirios Nedios, Prahlad G. Menon. [doi]
• High resolution robust and smooth precision matrices to capture functional connectivityNicolas Honnorat, Christos Davatzikos. [doi]
• SHARD: spherical harmonic-based robust outlier detection for HARDI methodsVishwesh Nath, Kurt G. Schilling, Allison E. Hainline, Prasanna Parvathaneni, Justin A. Blaber, Ilwoo Lyu, Adam W. Anderson, Hakmook Kang, Allen T. Newton, Baxter P. Rogers, Bennett A. Landman. [doi]
• Automatic anatomy recognition using neural network learning of object relationships via virtual landmarksFengxia Yan, Jayaram K. Udupa, Yubing Tong, Guoping Xu, Dewey Odhner, Drew A. Torigian. [doi]
• Multi-class segmentation of neuronal electron microscopy images using deep learningNivedita Khobragade, Chirag Agarwal. [doi]
• A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain imagesMahmoud Mostapha, Mark D. Shen, Sun-hyung Kim, Meghan R. Swanson, D. Louis Collins, Vladimir Fonov, Guido Gerig, Joseph Piven, Martin A. Styner. [doi]
• Quantification of lung abnormalities in cystic fibrosis using deep networksFilipe Marques, Florian Dubost, Mariette Kemner-van de Corput, Harm A. W. M. Tiddens, Marleen de Bruijne. [doi]
• Fine segmentation of tiny blood vessel based on fully-connected conditional random fieldChenglong Wang, Masahiro Oda, Yasushi Yoshino, Tokunori Yamamoto, Kensaku Mori. [doi]
• Extraction of breast lesions from ultrasound imagery: Bhattacharyya gradient flow approachMahsa Torkaman, Romeil Sandhu, Allen Tannenbaum. [doi]
• Detecting multiple myeloma via generalized multiple-instance learningJan Hering, Jan Kybic, Lukás Lambert. [doi]
• Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape modelsF. Khellaf, S. Leclerc, J. D. Voorneveld, R. S. Bandaru, J. G. Bosch, O. Bernard. [doi]
• Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorderAdora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Axel Wismüller. [doi]
• Quantitative phase and texture angularity analysis for brain white matter lesions in multiple sclerosisShalese Bexandall, Shrushrita Sharma, Peng Thai, Glen Pridham, Yunyan Zhang. [doi]
• Hubs defined with participation coefficient metric altered following acute mTBIXiaocui Wang, Chuanzhu Sun, Shan Wang, Jieli Cao, Hui Xu, Shuoqiu Gan, Zhen Chen, Bo Yin, Guanghui Bai, Meihua Shao, Chenghui Gu, Liuxun Hu, Limei Ye, Dandong Li, Zhihan Yan, Lijun Bai. [doi]
• Aorta and pulmonary artery segmentation using optimal surface graph cuts in non-contrast CTZahra Sedghi Gamechi, Andrés M. Arias Lorza, Jesper Holst Pedersen, Marleen de Bruijne. [doi]
• Radiation dose reduction in digital breast tomosynthesis (DBT) by means of deep-learning-based supervised image processingJunchi Liu, Amin Zarshenas, Ammar Qadir, Zheng Wei, Limin Yang, Laurie Lee Fajardo, Kenji Suzuki. [doi]
• Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clusteringFatema Tuz Zohora, Sameer K. Antani, K. C. Santosh. [doi]
• Random walk based optic chiasm localization using multi-parametric MRI for patients with pituitary adenomaMin Sun, Zhiqiang Zhang, Chiyuan Ma, Suihua Chen, Xinjian Chen. [doi]
• Foveal fully convolutional nets for multi-organ segmentationTom Brosch, Axel Saalbach. [doi]
• Chest x-ray generation and data augmentation for cardiovascular abnormality classificationAli Madani, Mehdi Moradi, Alexandros Karargyris, Tanveer F. Syeda-Mahmood. [doi]
• Group-wise shape correspondence of variable and complex objectsIlwoo Lyu, Jonathan Perdomo, Gabriel S. Yapuncich, Beatriz Paniagua, Doug M. Boyer, Martin A. Styner. [doi]
• Feature analysis of high SUV regions based on FDG-PETY. Torigoe, S. Oshiro, T. Tetsuya, M. Senda. [doi]
• Fast diffeomorphic image registration via GPU-based parallel computing: an investigation of the matching cost functionJiong Wu, Xiaoying Tang. [doi]
• Tensor-based vs. matrix-based rank reduction in dynamic brain connectivityFatemeh Mokhtari, Rhiannon E. Mayhugh, Christina E. Hugenschmidt, W. Jack Rejeski, Paul J. Laurienti. [doi]
• Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networksHolger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori. [doi]
• Deformable image registration using convolutional neural networksKoen A. J. Eppenhof, Maxime W. Lafarge, Pim Moeskops, Mitko Veta, Josien P. W. Pluim. [doi]
• Enhancement of breast periphery region in digital mammographyAna Luiza Menegatti Pavan, Antoine Vacavant, Andre Petean Trindade, Caio Cesar Quini, Diana Rodrigues de Pina. [doi]
• Multi-grid nonlocal techniques for x-ray scatter correctionYingying Gu, Jun Zhang, Ping Xue. [doi]
• A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registrationSandra Schultz, Heinz Handels, Jan Ehrhardt. [doi]
• Quadratic: quality of dice in registration circuitsShikha Chaganti, Bennett A. Landman. [doi]
• Self-reference-based and during-registration detection of motion artifacts in spatio-temporal image dataEike Mücke, Heinz Handels, René Werner. [doi]
• Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentationSyed Ahmed Nadeem, Eric A. Hoffman, Jered P. Sieren, Punam K. Saha. [doi]
• Image reconstruction using priors from deep learningDevi Ayyagari, Nisha Ramesh, Dimitri Yatsenko, Tolga Tasdizen, Cristain Atria. [doi]
• Fast super-resolution with iterative-guided back projection for 3D MR imagesYutaro Iwamoto, Xian-Hua Han, Akihiko Shiino, Yen-Wei Chen. [doi]
• Image-based assessment of uncertainty in quantification of carotid lumenLilli Kaufhold, Andreas Harloff, Christian Schumann, Axel Joachim Krafft, Jürgen Hennig, Anja Hennemuth. [doi]
• Dataset variability leverages white-matter lesion segmentation performance with convolutional neural networkDomen Ravnik, Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin. [doi]
• Image enhancement method for digital mammographyNikolai V. Slavine, Stephen Seiler, Timothy J. Blackburn, Robert E. Lenkinski. [doi]
• Nearest neighbor 3D segmentation with context featuresEvelin Hristova, Heinrich Schulz, Tom Brosch, Mattias P. Heinrich, Hannes Nickisch. [doi]
• Modelling the progression of Alzheimer's disease in MRI using generative adversarial networksChristopher Bowles, Roger N. Gunn, Alexander Hammers, Daniel Rueckert. [doi]
• Automatic segmentation of thoracic aorta segments in low-dose chest CTJulia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum. [doi]
• A statistical model for image registration performance: effect of tissue deformationMichael D. Ketcha, T. De Silva, R. Han, Ali Uneri, Matthew W. Jacobson, Sebastian Vogt, Gerhard Kleinszig, Jeffrey H. Siewerdsen. [doi]
• Transfer learning for diabetic retinopathyJeremy Benson, Hector Carrillo, Jeffrey Wigdahl, Sheila C. Nemeth, John Maynard, Gilberto Zamora, E. Simon Barriga, Trilce Estrada, Peter Soliz. [doi]
• Organ localization and identification in thoracic CT volumes using 3D CNNs leveraging spatial anatomic relationsRajath Elias Soans, James A. Shackleford. [doi]
• Microaneurysm detection using deep learning and interleaved freezingPiotr Chudzik, Somshubra Majumdar, Francesco Calivà, Bashir Al-Diri, Andrew Hunter. [doi]
• MRI tumor segmentation with densely connected 3D CNNLele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu. [doi]
• Inter-scanner variation independent descriptors for constrained diffeomorphic demons registration of retina OCTSureerat Reaungamornrat, Aaron Carass, Y. He, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince. [doi]
• GPU-based stochastic-gradient optimization for non-rigid medical image registration in time-critical applicationsParag Bhosale, Marius Staring, Zaid Al-Ars, Floris F. Berendsen. [doi]
• Automatic valve segmentation in cardiac ultrasound time series dataYoni Dukler, Yurun Ge, Yizhou Qian, Shintaro Yamamoto, Baichuan Yuan, Long Zhao, Andrea L. Bertozzi, Blake Hunter, Rafael Llerena, Jesse T. Yen. [doi]
• Orientation regression in hand radiographs: a transfer learning approachIvo M. Baltruschat, Axel Saalbach, Mattias P. Heinrich, Hannes Nickisch, Sascha Jockel. [doi]
• Training classifiers with limited data using the Radon cumulative distribution transformCailey E. Fitzgerald, Liam Cattell, Gustavo K. Rohde. [doi]
• Automatic and fast CT liver segmentation using sparse ensemble with machine learned contextsBhavya Ajani, Aditya Bharadwaj, Karthik Krishnan. [doi]
• A new method to reduce cone beam artifacts by optimal combination of FDK and TV-IR imagesShinkook Choi, Jongduk Baek. [doi]
• Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTMDongQing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen. [doi]
• Generative statistical modeling of left atrial appendage appearance to substantiate clinical paradigms for stroke risk stratificationSoroosh Sanatkhani, Prahlad G. Menon. [doi]
• Contextual loss functions for optimization of convolutional neural networks generating pseudo CTs from MRIMarijn van Stralen, Y. Zhou, P. J. Wozny, Peter R. Seevinck, Marco Loog. [doi]
• Thoracic lymph node station recognition on CT images based on automatic anatomy recognition with an optimal parent strategyGuoping Xu, Jayaram K. Udupa, Yubing Tong, Hanqiang Cao, Dewey Odhner, Drew A. Torigian, Xingyu Wu. [doi]
• Fully convolutional neural networks improve abdominal organ segmentationMeg F. Bobo, Shunxing Bao, Yuankai Huo, Yuang Yao, Jack Virostko, Andrew J. Plassard, Ilwoo Lyu, Albert Assad, Richard G. Abramson, Melissa A. Hilmes, Bennett A. Landman. [doi]
• An effective fully deep convolutional neural network for mitochondria segmentation based on ATUM-SEMChi Xiao, Weifu Li, Xi Chen, Hua Han, Qiwei Xie. [doi]
• Advanced two-layer level set with a soft distance constraint for dual surfaces segmentation in medical imagesYuanbo Ji, Rob J. van der Geest, Saman Nazarian, Boudewijn P. F. Lelieveldt, Qian Tao. [doi]
• Learning implicit brain MRI manifolds with deep learningCamilo Bermudez, Andrew J. Plassard, Larry T. Davis, Allen T. Newton, Susan M. Resnick, Bennett A. Landman. [doi]
• Sinogram synthesis using convolutional-neural-network for sparsely view-sampled CTJongha Lee, Hoyeon Lee, Seungryong Cho. [doi]
• Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohortAimilia Gastounioti, Meng Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos. [doi]
• Visualization of coronary artery calcium in dual energy chest radiography using automatic rib suppressionBo Zhou, Yi Jiang, Di Wen, Robert C. Gilkeson, Jun Hou, David L. Wilson. [doi]
• Subject-specific brain tumor growth modelling via an efficient Bayesian inference frameworkYongjin Chang, Gregory C. Sharp, Quanzheng Li, Helen A. Shih, Georges El Fakhri, Jong Beom Ra, Jonghye Woo. [doi]
• Sulcal depth-based cortical shape analysis in normal healthy control and schizophrenia groupsIlwoo Lyu, Hakmook Kang, Neil D. Woodward, Bennett A. Landman. 1057402 [doi]
• Skull segmentation from MR scans using a higher-order shape model based on convolutional restricted Boltzmann machinesOula Puonti, Koen Van Leemput, Jesper D. Nielsen, Christian Bauer, Hartwig Roman Siebner, Kristoffer Hougaard Madsen, Axel Thielscher. 1057404 [doi]
• Imaging biomarkers for the diagnosis of Prion diseaseLiane S. Canas, Benjamin C. Yvernault, Carole H. Sudre, Enrico De Vita, M. Jorge Cardoso, John S. Thornton, Frederik Barkhof, Sébastien Ourselin, Simon Mead, Marc Modat. 1057405 [doi]
• Constructing statistically unbiased cortical surface templates using feature-space covariancePrasanna Parvathaneni, Ilwoo Lyu, Yuankai Huo, Justin A. Blaber, Allison E. Hainline, Hakmook Kang, Neil D. Woodward, Bennett A. Landman. 1057406 [doi]
• Segmentation of anatomical structures in cardiac CTA using multi-label V-NetHui Tang, Mehdi Moradi, Ahmed El Harouni, Hongzhi Wang, Gopalkrishna Veni, Prasanth Prasanna, Tanveer F. Syeda-Mahmood. 1057407 [doi]
• Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT imagesNikolas Leßmann, Bram van Ginneken, Ivana Isgum. 1057408 [doi]
• Splenomegaly segmentation using global convolutional kernels and conditional generative adversarial networksYuankai Huo, Zhoubing Xu, Shunxing Bao, Camilo Bermudez, Andrew J. Plassard, Jiaqi Liu, Yuang Yao, Albert Assad, Richard G. Abramson, Bennett A. Landman. 1057409 [doi]
• Extrapolated nonnegative decompositions for the analysis of functional connectivityNicolas Honnorat, Christos Davatzikos. 1057410 [doi]
• Strain map of the tongue in normal and ALS speech patterns from tagged and diffusion MRIFangxu Xing, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Nazem Atassi, Van J. Wedeen, Georges El Fakhri, Jonghye Woo. 1057411 [doi]
• TRAFIC: fiber tract classification using deep learningPrince D. Ngattai Lam, Gaetan Belhomme, Jessica Ferrall, Billie Patterson, Martin Styner, Juan C. Prieto. 1057412 [doi]
• Evaluation of inter-site bias and variance in diffusion-weighted MRIAllison E. Hainline, Vishwesh Nath, Prasanna Parvathaneni, Justin A. Blaber, Baxter P. Rogers, Allen T. Newton, Jeffrey Luci, Heidi Edmonson, Hakmook Kang, Bennett A. Landman. 1057413 [doi]
• A novel filtering approach for 3D harmonic phase analysis of tagged MRIXiaokai Wang, Maureen L. Stone, Jerry L. Prince, Arnold D. Gomez. 1057414 [doi]
• Feasibility of intra-acquisition motion correction for 4D DSA reconstruction for applications in the thorax and abdomenMartin Wagner, Paul F. Laeseke, Colin Harari, Sebastian Schafer, Michael A. Speidel, Charles A. Mistretta. 1057415 [doi]
• Deep-learning-based CT motion artifact recognition in coronary arteriesT. Elss, Hannes Nickisch, T. Wissel, H. Schmitt, Mani Vembar, M. Morlock, M. Grass. 1057416 [doi]
• Population-based respiratory 4D motion atlas construction and its application for VR simulations of liver puncturesAndré Mastmeyer, Matthias Wilms, Heinz Handels. 1057417 [doi]
• Sensitivity analysis of Jacobian determinant used in treatment planning for lung cancerWei Shao, Sarah E. Gerard, Yue Pan, Taylor J. Patton, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen. 1057418 [doi]
• HoDOr: histogram of differential orientations for rigid landmark tracking in medical imagesAbhishek Tiwari, Kedar Anil Patwardhan. 1057419 [doi]
• Extraction of brain tissue from CT head images using fully convolutional neural networksZeynettin Akkus, Petro M. Kostandy, Kenneth A. Philbrick, Bradley J. Erickson. 1057420 [doi]
• Deep learning-based depth estimation from a synthetic endoscopy image training setFaisal Mahmood, Nicholas J. Durr. 1057421 [doi]
• Automatic lung ultrasound B-line recognition in pediatric populations for the detection of pneumoniaG. Eche, Omar Zenteno, Benjamín Castaneda. 1057422 [doi]
• Brain decoding using deep convolutional network and its application in cross-subject analysisYufei Gao, Yameng Zhang, Wen Zhou, Li Yao, Jiacai Zhang. 1057423 [doi]
• Neural network fusion: a novel CT-MR aortic aneurysm image segmentation methodDuo Wang, Rui Zhang, Jin Zhu, Zhongzhao Teng, Yuan Huang, Filippo Spiga, Michael Hong-Fei Du, Jonathan H. Gillard, Qingsheng Lu, Pietro Liò. 1057424 [doi]
• Spine centerline extraction and efficient spine reading of MRI and CT dataC. Lorenz, N. Vogt, Peter Börnert, T. Brosch. 1057425 [doi]
• Segmentation of subcutaneous fat within mouse skin in 3D OCT image data using random forestsTimo Kepp, Christine Droigk, Malte Casper, Michael Evers, Nunciada Salma, Dieter Manstein, Heinz Handels. 1057426 [doi]
• Automatic detection of the inner ears in head CT images using deep convolutional neural networksDongQing Zhang, Jack H. Noble, Benoit M. Dawant. 1057427 [doi]
• Multiorgan structures detection using deep convolutional neural networksJorge Onieva Onieva, Germán González Serrano, Thomas P. Young, George R. Washko, María-Jesus Ledesma-Carbayo, Raúl San José Estépar. 1057428 [doi]
• Coupling reconstruction and motion estimation for dynamic MRI through optical flow constraintNingning Zhao, Daniel O'Connor, Wenbo Gu, Dan Ruan, Adrian Basarab, Ke Sheng. 1057429 [doi]
• Exudate segmentation using fully convolutional neural networks and inception modulesPiotr Chudzik, Somshubra Majumdar, Francesco Calivà, Bashir Al-Diri, Andrew Hunter. 1057430 [doi]
• Deformable model reconstruction of the subarachnoid spaceJeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen. 1057431 [doi]
• Convolutional neural network based automatic plaque characterization for intracoronary optical coherence tomography imagesShenghua He, Jie Zheng, Akiko Maehara, Gary S. Mintz, Dalin Tang, Mark Anastasio, Hua Li. 1057432 [doi]
• Sequential neural networks for biologically-informed glioma segmentationAndrew Beers, Ken Chang, James M. Brown, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer. 1057433 [doi]
• A hybrid segmentation method for partitioning the liver based on 4D DCE-MR ImagesTian Zhang, Zhiyi Wu, Jürgen H. Runge, Cristina Lavini, Jaap Stoker, Thomas van Gulik, Kasia P. Cieslak, Lucas J. van Vliet, Frans M. Vos. 1057434 [doi]
• A new medical image segmentation model based on fractional order differentiation and level setBo Chen, Shan Huang, Feifei Xie, Lihong C. Li, Wensheng Chen, Zhengrong Liang. 1057435 [doi]
• Automatic PET cervical tumor segmentation by deep learning with prior informationLiyuan Chen, Chenyang Shen, Shulong Li, Genevieve Maquilan, Kevin Albuquerque, Michael R. Folkert, Jing Wang. 1057436 [doi]
• Automated segmentation of cellular images using an effective region forceKhadeejah Mohiuddin, Justin W. L. Wan. 1057437 [doi]
• Improved stability of whole brain surface parcellation with multi-atlas segmentationYuankai Huo, Shunxing Bao, Prasanna Parvathaneni, Bennett A. Landman. 1057438 [doi]
• Feature extraction using convolutional neural networks for multi-atlas based image segmentationXuesong Yang, Yong Fan 0001. 1057439 [doi]