| 2018 | A hybrid segmentation method for partitioning the liver based on 4D DCE-MR Images. Tian Zhang, Zhiyi Wu, Jürgen H. Runge, Cristina Lavini, Jaap Stoker, Thomas van Gulik, Kasia P. Cieslak, Lucas J. van Vliet, Frans M. Vos |
| 2018 | A log-Euclidean and total variation based variational framework for computational sonography. Jyotirmoy Banerjee, Premal A. Patel, Fred Ushakov, Donald Peebles, Jan Deprest, Sébastien Ourselin, David J. Hawkes, Tom Vercauteren |
| 2018 | A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration. Sandra Schultz, Heinz Handels, Jan Ehrhardt |
| 2018 | A new medical image segmentation model based on fractional order differentiation and level set. Bo Chen, Shan Huang, Feifei Xie, Lihong C. Li, Wensheng Chen, Zhengrong Liang |
| 2018 | A new method to reduce cone beam artifacts by optimal combination of FDK and TV-IR images. Shinkook Choi, Jongduk Baek |
| 2018 | A novel filtering approach for 3D harmonic phase analysis of tagged MRI. Xiaokai Wang, Maureen L. Stone, Jerry L. Prince, Arnold D. Gomez |
| 2018 | A novel framework for the local extraction of extra-axial cerebrospinal fluid from MR brain images. Mahmoud Mostapha, Mark D. Shen, Sun Hyung Kim, Meghan R. Swanson, D. Louis Collins, Vladimir S. Fonov, Guido Gerig, Joseph Piven, Martin A. Styner |
| 2018 | A statistical model for image registration performance: effect of tissue deformation. Michael D. Ketcha, Tharindu De Silva, Runze Han, Ali Uneri, Matthew W. Jacobson, Sebastian Vogt, Gerhard Kleinszig, Jeffrey H. Siewerdsen |
| 2018 | Advanced two-layer level set with a soft distance constraint for dual surfaces segmentation in medical images. Yuanbo Ji, Rob J. van der Geest, Saman Nazarian, Boudewijn P. F. Lelieveldt, Qian Tao |
| 2018 | An effective fully deep convolutional neural network for mitochondria segmentation based on ATUM-SEM. Chi Xiao, Weifu Li, Xi Chen, Hua Han, Qiwei Xie |
| 2018 | Aorta and pulmonary artery segmentation using optimal surface graph cuts in non-contrast CT. Zahra Sedghi Gamechi, Andrés M. Arias Lorza, Jesper Holst Pedersen, Marleen de Bruijne |
| 2018 | Automated Agatston score computation in non-ECG gated CT scans using deep learning. Carlos Cano-Espinosa, Germán González, George R. Washko, Miguel Cazorla, Raúl San José Estépar |
| 2018 | Automated abdominal plane and circumference estimation in 3D US for fetal screening. Cristian 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 |
| 2018 | Automated segmentation of cellular images using an effective region force. Khadeejah Mohiuddin, Justin W. L. Wan |
| 2018 | Automatic PET cervical tumor segmentation by deep learning with prior information. Liyuan Chen, Chenyang Shen, Shulong Li, Genevieve Maquilan, Kevin Albuquerque, Michael R. Folkert, Jing Wang |
| 2018 | Automatic anatomy recognition using neural network learning of object relationships via virtual landmarks. Fengxia Yan, Jayaram K. Udupa, Yubing Tong, Guoping Xu, Dewey Odhner, Drew A. Torigian |
| 2018 | Automatic and fast CT liver segmentation using sparse ensemble with machine learned contexts. Bhavya Ajani, Aditya Bharadwaj, Karthik Krishnan |
| 2018 | Automatic detection of the inner ears in head CT images using deep convolutional neural networks. Dongqing Zhang, Jack H. Noble, Benoit M. Dawant |
| 2018 | Automatic localization and segmentation of optical disk based on faster R-CNN and level set in fundus image. Defeng Zhang, Weifang Zhu, Heming Zhao, Fei Shi, Xinjian Chen |
| 2018 | Automatic lung ultrasound B-line recognition in pediatric populations for the detection of pneumonia. G. Eche, Omar Zenteno, Benjamín Castañeda |
| 2018 | Automatic segmentation of thoracic aorta segments in low-dose chest CT. Julia M. H. Noothout, Bob D. de Vos, Jelmer M. Wolterink, Ivana Isgum |
| 2018 | Automatic valve segmentation in cardiac ultrasound time series data. Yoni Dukler, Yurun Ge, Yizhou Qian, Shintaro Yamamoto, Baichuan Yuan, Long Zhao, Andrea L. Bertozzi, Blake Hunter, Rafael Llerena, Jesse T. Yen |
| 2018 | Brain decoding using deep convolutional network and its application in cross-subject analysis. Yufei Gao, Yameng Zhang, Wen Zhou, Li Yao, Jiacai Zhang |
| 2018 | Chest x-ray generation and data augmentation for cardiovascular abnormality classification. Ali Madani, Mehdi Moradi, Alexandros Karargyris, Tanveer F. Syeda-Mahmood |
| 2018 | Circle-like foreign element detection in chest x-rays using normalized cross-correlation and unsupervised clustering. Fatema Tuz Zohora, Sameer K. Antani, KC Santosh |
| 2018 | Classification of malignant and benign liver tumors using a radiomics approach. Martijn P. A. Starmans, Razvan L. Miclea, Sebastian R. van der Voort, Wiro J. Niessen, Maarten G. Thomeer, Stefan Klein |
| 2018 | Constructing statistically unbiased cortical surface templates using feature-space covariance. Prasanna Parvathaneni, Ilwoo Lyu, Yuankai Huo, Justin A. Blaber, Allison E. Hainline, Hakmook Kang, Neil D. Woodward, Bennett A. Landman |
| 2018 | Contextual loss functions for optimization of convolutional neural networks generating pseudo CTs from MRI. Marijn van Stralen, Y. Zhou, P. J. Wozny, Peter R. Seevinck, Marco Loog |
| 2018 | Convolutional neural network based automatic plaque characterization for intracoronary optical coherence tomography images. Shenghua He, Jie Zheng, Akiko Maehara, Gary S. Mintz, Dalin Tang, Mark A. Anastasio, Hua Li |
| 2018 | Coupled dictionary learning for joint MR image restoration and segmentation. Xuesong Yang, Yong Fan |
| 2018 | Coupling reconstruction and motion estimation for dynamic MRI through optical flow constraint. Ningning Zhao, Daniel O'Connor, Wenbo Gu, Dan Ruan, Adrian Basarab, Ke Sheng |
| 2018 | Dataset variability leverages white-matter lesion segmentation performance with convolutional neural network. Domen Ravnik, Tim Jerman, Franjo Pernus, Bostjan Likar, Ziga Spiclin |
| 2018 | Deep learning for biomarker regression: application to osteoporosis and emphysema on chest CT scans. Germán González, George R. Washko, Raúl San José Estépar |
| 2018 | Deep learning-based depth estimation from a synthetic endoscopy image training set. Faisal Mahmood, Nicholas J. Durr |
| 2018 | Deep-learning-based CT motion artifact recognition in coronary arteries. Tanja Elss, Hannes Nickisch, Tobias Wissel, Holger Schmitt, Mani Vembar, Michael M. Morlock, Michael Grass |
| 2018 | Deformable image registration using convolutional neural networks. Koen A. J. Eppenhof, Maxime W. Lafarge, Pim Moeskops, Mitko Veta, Josien P. W. Pluim |
| 2018 | Deformable model reconstruction of the subarachnoid space. Jeffrey Glaister, Muhan Shao, Xiang Li, Aaron Carass, Snehashis Roy, Ari M. Blitz, Jerry L. Prince, Lotta Maria Ellingsen |
| 2018 | Detecting multiple myeloma via generalized multiple-instance learning. Jan Hering, Jan Kybic, Lukás Lambert |
| 2018 | Enhancement of breast periphery region in digital mammography. Ana Luiza Menegatti Pavan, Antoine Vacavant, Andre Petean Trindade, Caio Cesar Quini, Diana Rodrigues de Pina |
| 2018 | Evaluation of inter-site bias and variance in diffusion-weighted MRI. Allison E. Hainline, Vishwesh Nath, Prasanna Parvathaneni, Justin A. Blaber, Baxter P. Rogers, Allen T. Newton, Jeffrey Luci, Heidi Edmonson, Hakmook Kang, Bennett A. Landman |
| 2018 | Extraction of brain tissue from CT head images using fully convolutional neural networks. Zeynettin Akkus, Petro M. Kostandy, Kenneth A. Philbrick, Bradley J. Erickson |
| 2018 | Extraction of breast lesions from ultrasound imagery: Bhattacharyya gradient flow approach. Mahsa Torkaman, Romeil Sandhu, Allen R. Tannenbaum |
| 2018 | Extrapolated nonnegative decompositions for the analysis of functional connectivity. Nicolas Honnorat, Christos Davatzikos |
| 2018 | Exudate segmentation using fully convolutional neural networks and inception modules. Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter |
| 2018 | Fast diffeomorphic image registration via GPU-based parallel computing: an investigation of the matching cost function. Jiong Wu, Xiaoying Tang |
| 2018 | Fast super-resolution with iterative-guided back projection for 3D MR images. Yutaro Iwamoto, Xian-Hua Han, Akihiko Shiino, Yen-Wei Chen |
| 2018 | Feasibility of intra-acquisition motion correction for 4D DSA reconstruction for applications in the thorax and abdomen. Martin G. Wagner, Paul F. Laeseke, Colin Harari, Sebastian Schafer, Michael A. Speidel, Charles A. Mistretta |
| 2018 | Feature analysis of high SUV regions based on FDG-PET. Yohei Torigoe, Shoken Oshiro, Tozaki Tetsuya, Michio Senda |
| 2018 | Feature extraction using convolutional neural networks for multi-atlas based image segmentation. Xuesong Yang, Yong Fan |
| 2018 | Fine segmentation of tiny blood vessel based on fully-connected conditional random field. Chenglong Wang, Masahiro Oda, Yasushi Yoshino, Tokunori Yamamoto, Kensaku Mori |
| 2018 | Foveal fully convolutional nets for multi-organ segmentation. Tom Brosch, Axel Saalbach |
| 2018 | Fully convolutional neural networks improve abdominal organ segmentation. Meg 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 |
| 2018 | GPU-based stochastic-gradient optimization for non-rigid medical image registration in time-critical applications. Parag Bhosale, Marius Staring, Zaid Al-Ars, Floris F. Berendsen |
| 2018 | Generative statistical modeling of left atrial appendage appearance to substantiate clinical paradigms for stroke risk stratification. Soroosh Sanatkhani, Prahlad G. Menon |
| 2018 | Group-wise shape correspondence of variable and complex objects. Ilwoo Lyu, Jonathan Perdomo, Gabriel S. Yapuncich, Beatriz Paniagua, Doug M. Boyer, Martin A. Styner |
| 2018 | High resolution robust and smooth precision matrices to capture functional connectivity. Nicolas Honnorat, Christos Davatzikos |
| 2018 | HoDOr: histogram of differential orientations for rigid landmark tracking in medical images. Abhishek Tiwari, Kedar Anil Patwardhan |
| 2018 | Hubs defined with participation coefficient metric altered following acute mTBI. Xiaocui 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 |
| 2018 | Image enhancement method for digital mammography. Nikolai V. Slavine, Stephen Seiler, Timothy J. Blackburn, Robert E. Lenkinski |
| 2018 | Image reconstruction using priors from deep learning. Devi Ayyagari, Nisha Ramesh, Dimitri Yatsenko, Tolga Tasdizen, Cristain Atria |
| 2018 | Image-based assessment of uncertainty in quantification of carotid lumen. Lilli Kaufhold, Andreas Harloff, Christian Schumann, Axel Joachim Krafft, Jürgen Hennig, Anja Hennemuth |
| 2018 | Imaging biomarkers for the diagnosis of Prion disease. Liane 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 |
| 2018 | Improved stability of whole brain surface parcellation with multi-atlas segmentation. Yuankai Huo, Shunxing Bao, Prasanna Parvathaneni, Bennett A. Landman |
| 2018 | Inter-scanner variation independent descriptors for constrained diffeomorphic demons registration of retina OCT. Sureerat Reaungamornrat, Aaron Carass, Yufan He, Shiv Saidha, Peter A. Calabresi, Jerry L. Prince |
| 2018 | Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images. Nikolas Leßmann, Bram van Ginneken, Ivana Isgum |
| 2018 | Learning implicit brain MRI manifolds with deep learning. Camilo Bermudez, Andrew J. Plassard, Larry T. Davis, Allen T. Newton, Susan M. Resnick, Bennett A. Landman |
| 2018 | Left ventricle segmentation in 3D ultrasound by combining structured random forests with active shape models. Feriel Khellaf, Sarah Leclerc, Jason D. Voorneveld, Raja Sekhar Bandaru, Johan G. Bosch, Olivier Bernard |
| 2018 | MRI tumor segmentation with densely connected 3D CNN. Lele Chen, Yue Wu, Adora M. DSouza, Anas Z. Abidin, Axel Wismüller, Chenliang Xu |
| 2018 | Medical Imaging 2018: Image Processing, Houston, Texas, United States, 10-15 February 2018 Elsa D. Angelini, Bennett A. Landman |
| 2018 | Microaneurysm detection using deep learning and interleaved freezing. Piotr Chudzik, Somshubra Majumdar, Francesco Calivá, Bashir Al-Diri, Andrew Hunter |
| 2018 | Model based rib-cage unfolding for trauma CT. Jens von Berg, Tobias Klinder, Cristian Lorenz |
| 2018 | Modelling the progression of Alzheimer's disease in MRI using generative adversarial networks. Christopher Bowles, Roger N. Gunn, Alexander Hammers, Daniel Rueckert |
| 2018 | Multi-class segmentation of neuronal electron microscopy images using deep learning. Nivedita Khobragade, Chirag Agarwal |
| 2018 | Multi-grid nonlocal techniques for x-ray scatter correction. Yingying Gu, Jun Zhang, Ping Xue |
| 2018 | Multiorgan structures detection using deep convolutional neural networks. Jorge Onieva Onieva, Germán González Serrano, Thomas P. Young, George R. Washko, María-Jesus Ledesma-Carbayo, Raúl San José Estépar |
| 2018 | Nearest neighbor 3D segmentation with context features. Evelin Hristova, Heinrich Schulz, Tom Brosch, Mattias P. Heinrich, Hannes Nickisch |
| 2018 | Neural network fusion: a novel CT-MR aortic aneurysm image segmentation method. Duo Wang, Rui Zhang, Jin Zhu, Zhongzhao Teng, Yuan Huang, Filippo Spiga, Michael Hong-Fei Du, Jonathan H. Gillard, Qingsheng Lu, Pietro Liò |
| 2018 | Organ localization and identification in thoracic CT volumes using 3D CNNs leveraging spatial anatomic relations. Rajath Elias Soans, James A. Shackleford |
| 2018 | Orientation regression in hand radiographs: a transfer learning approach. Ivo M. Baltruschat, Axel Saalbach, Mattias P. Heinrich, Hannes Nickisch, Sascha Jockel |
| 2018 | Population-based respiratory 4D motion atlas construction and its application for VR simulations of liver punctures. André Mastmeyer, Matthias Wilms, Heinz Handels |
| 2018 | Quadratic: quality of dice in registration circuits. Shikha Chaganti, Bennett A. Landman |
| 2018 | Quantification of lung abnormalities in cystic fibrosis using deep networks. Filipe Marques, Florian Dubost, Mariette Kemner-van de Corput, Harm A. W. M. Tiddens, Marleen de Bruijne |
| 2018 | Quantitative phase and texture angularity analysis for brain white matter lesions in multiple sclerosis. Shalese Bexandall, Shrushrita Sharma, Peng Thai, Glen Pridham, Yunyan Zhang |
| 2018 | Radiation dose reduction in digital breast tomosynthesis (DBT) by means of deep-learning-based supervised image processing. Junchi Liu, Amin Zarshenas, Ammar Qadir, Zheng Wei, Limin Yang, Laurie Lee Fajardo, Kenji Suzuki |
| 2018 | Random walk based optic chiasm localization using multi-parametric MRI for patients with pituitary adenoma. Min Sun, Zhiqiang Zhang, Chiyuan Ma, Suihua Chen, Xinjian Chen |
| 2018 | Regional autonomy changes in resting-state functional MRI in patients with HIV associated neurocognitive disorder. Adora M. DSouza, Anas Z. Abidin, Udaysankar Chockanathan, Axel Wismüller |
| 2018 | Relating regional characteristics of left atrial shape to presence of scar in patients with atrial fibrillation. Soroosh Sanatkhani, Michael Oladosu, Karandeep Chera, Sotirios Nedios, Prahlad G. Menon |
| 2018 | SHARD: spherical harmonic-based robust outlier detection for HARDI methods. Vishwesh 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 |
| 2018 | Segmentation of anatomical structures in cardiac CTA using multi-label V-Net. Hui Tang, Mehdi Moradi, Ahmed El Harouni, Hongzhi Wang, Gopalkrishna Veni, Prasanth Prasanna, Tanveer F. Syeda-Mahmood |
| 2018 | Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTM. Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen |
| 2018 | Segmentation of subcutaneous fat within mouse skin in 3D OCT image data using random forests. Timo Kepp, Christine Droigk, Malte Casper, Michael Evers, Nunciada Salma, Dieter Manstein, Heinz Handels |
| 2018 | Self-reference-based and during-registration detection of motion artifacts in spatio-temporal image data. Eike Mücke, Heinz Handels, René Werner |
| 2018 | Sensitivity analysis of Jacobian determinant used in treatment planning for lung cancer. Wei Shao, Sarah E. Gerard, Yue Pan, Taylor J. Patton, Joseph M. Reinhardt, Oguz C. Durumeric, John E. Bayouth, Gary E. Christensen |
| 2018 | Sequential neural networks for biologically-informed glioma segmentation. Andrew Beers, Ken Chang, James M. Brown, Elizabeth R. Gerstner, Bruce R. Rosen, Jayashree Kalpathy-Cramer |
| 2018 | Sinogram synthesis using convolutional-neural-network for sparsely view-sampled CT. Jongha Lee, Hoyeon Lee, Seungryong Cho |
| 2018 | Skull segmentation from MR scans using a higher-order shape model based on convolutional restricted Boltzmann machines. Oula Puonti, Koen Van Leemput, Jesper Duemose Nielsen, Christian Bauer, Hartwig Roman Siebner, Kristoffer Hougaard Madsen, Axel Thielscher |
| 2018 | Spine centerline extraction and efficient spine reading of MRI and CT data. Cristian Lorenz, Nora Vogt, Peter Börnert, Tom Brosch |
| 2018 | Splenomegaly segmentation using global convolutional kernels and conditional generative adversarial networks. Yuankai Huo, Zhoubing Xu, Shunxing Bao, Camilo Bermudez, Andrew J. Plassard, Jiaqi Liu, Yuang Yao, Albert Assad, Richard G. Abramson, Bennett A. Landman |
| 2018 | Strain map of the tongue in normal and ALS speech patterns from tagged and diffusion MRI. Fangxu Xing, Jerry L. Prince, Maureen Stone, Timothy G. Reese, Nazem Atassi, Van J. Wedeen, Georges El Fakhri, Jonghye Woo |
| 2018 | Student beats the teacher: deep neural networks for lateral ventricles segmentation in brain MR. Mohsen Ghafoorian, Jonas Teuwen, Rashindra Manniesing, Frank-Erik de Leeuw, Bram van Ginneken, Nico Karssemeijer, Bram Platel |
| 2018 | Subject-specific brain tumor growth modelling via an efficient Bayesian inference framework. Yongjin Chang, Gregory C. Sharp, Quanzheng Li, Helen A. Shih, Georges El Fakhri, Jong Beom Ra, Jonghye Woo |
| 2018 | Sulcal depth-based cortical shape analysis in normal healthy control and schizophrenia groups. Ilwoo Lyu, Hakmook Kang, Neil D. Woodward, Bennett A. Landman |
| 2018 | TRAFIC: fiber tract classification using deep learning. Prince D. Ngattai Lam, Gaetan Belhomme, Jessica Ferrall, Billie Patterson, Martin Styner, Juan-Carlos Prieto |
| 2018 | Tapering analysis of airways with bronchiectasis. Kin Quan, Rebecca J. Shipley, Ryutaro Tanno, Graeme McPhillips, Vasileios Vavourakis, David Edwards, Joseph Jacob, John R. Hurst, David J. Hawkes |
| 2018 | Tensor-based vs. matrix-based rank reduction in dynamic brain connectivity. Fatemeh Mokhtari, Rhiannon E. Mayhugh, Christina E. Hugenschmidt, Walter Jack Rejeski, Paul J. Laurienti |
| 2018 | Thoracic lymph node station recognition on CT images based on automatic anatomy recognition with an optimal parent strategy. Guoping Xu, Jayaram K. Udupa, Yubing Tong, Hanqiang Cao, Dewey Odhner, Drew A. Torigian, Xingyu Wu |
| 2018 | Topological leakage detection and freeze-and-grow propagation for improved CT-based airway segmentation. Syed Ahmed Nadeem, Eric A. Hoffman, Jered P. Sieren, Punam K. Saha |
| 2018 | Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori |
| 2018 | Training classifiers with limited data using the Radon cumulative distribution transform. Cailey E. Fitzgerald, Liam Cattell, Gustavo K. Rohde |
| 2018 | Transfer learning for diabetic retinopathy. Jeremy Benson, Hector Carrillo, Jeffrey Wigdahl, Sheila C. Nemeth, John Maynard, Gilberto Zamora, E. Simon Barriga, Trilce Estrada, Peter Soliz |
| 2018 | Visualization of coronary artery calcium in dual energy chest radiography using automatic rib suppression. Bo Zhou, Yi Jiang, Di Wen, Robert C. Gilkeson, Jun Hou, David L. Wilson |
| 2018 | Volumetric versus area-based density assessment: comparisons using automated quantitative measurements from a large screening cohort. Aimilia Gastounioti, Meng-Kang Hsieh, Lauren Pantalone, Emily F. Conant, Despina Kontos |