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ORCIDIEEE Transactions on Medical Imaging, Volume 38
Volume 38, Number 1, January 2019
- Russell Bates
, Benjamin Irving, Bostjan Markelc, Jakob Kaeppler, Graham Brown, Ruth J. Muschel, J. Michael Brady, Vicente Grau, Julia A. Schnabel:
Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images. 1-10 - Dan Benjamini, Michal E. Komlosh, Nathan H. Williamson, Peter J. Basser:
Generalized Mean Apparent Propagator MRI to Measure and Image Advective and Dispersive Flows in Medicine and Biology. 11-20 - Miguel Hernández-Cabronero, Victor Sanchez, Ian Blanes, Francesc Auli-Llinas, Michael W. Marcellin, Joan Serra-Sagristà:
Mosaic-Based Color-Transform Optimization for Lossy and Lossy-to-Lossless Compression of Pathology Whole-Slide Images. 21-32 - Bilel Sdiri, Mounir Kaaniche, Faouzi Alaya Cheikh, Azeddine Beghdadi, Ole Jakob Elle:
Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination. 33-45 - He Zhao, Huiqi Li, Sebastian Maurer-Stroh, Yuhong Guo, Qiuju Deng, Li Cheng:
Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis. 46-56 - Hamid Moradi, Shuo Tang, Septimiu E. Salcudean:
Toward Intra-Operative Prostate Photoacoustic Imaging: Configuration Evaluation and Implementation Using the da Vinci Research Kit. 57-68 - Henrik Skibbe, Marco Reisert, Ken Nakae, Akiya Watakabe, Junichi Hata, Hiroaki Mizukami, Hideyuki Okano, Tetsuo Yamamori, Shin Ishii:
PAT - Probabilistic Axon Tracking for Densely Labeled Neurons in Large 3-D Micrographs. 69-78 - Nader Mahmoud, Toby Collins, Alexandre Hostettler, Luc Soler, Christophe Doignon, José María Martínez Montiel:
Live Tracking and Dense Reconstruction for Handheld Monocular Endoscopy. 79-89 - Etienne Labyt, Marie-Constance Corsi, William Fourcault, Augustin Palacios Laloy, Francis Bertrand, Francois Lenouvel, Gilles Cauffet, Matthieu Le Prado, François Berger, Sophie Morales:
Magnetoencephalography With Optically Pumped 4He Magnetometers at Ambient Temperature. 90-98 - Bas Schipaanboord, Djamal Boukerroui, Devis Peressutti, Johan van Soest, Tim Lustberg, Timor Kadir, Andre Dekker, Wouter van Elmpt, Mark J. Gooding:
Can Atlas-Based Auto-Segmentation Ever Be Perfect? Insights From Extreme Value Theory. 99-106 - Yilei Li, Yonatan Winetraub, Orly Liba, Adam de la Zerda, Steven Chu:
Optimization of the Trade-Off Between Speckle Reduction and Axial Resolution in Frequency Compounding. 107-112 - Lexin Li, Jian Kang, Samuel N. Lockhart, Jenna Adams, William J. Jagust:
Spatially Adaptive Varying Correlation Analysis for Multimodal Neuroimaging Data. 113-123 - Trong N. Nguyen, Minh N. Do, Michael L. Oelze:
Visualization of the Intensity Field of a Focused Ultrasound Source In Situ. 124-133 - Jue Jiang, Yu-Chi Hu, Chia-Ju Liu, Darragh Halpenny, Matthew D. Hellmann, Joseph O. Deasy, Gig S. Mageras, Harini Veeraraghavan:
Multiple Resolution Residually Connected Feature Streams for Automatic Lung Tumor Segmentation From CT Images. 134-144 - Dong Liu, Danny Smyl, Jiangfeng Du:
A Parametric Level Set-Based Approach to Difference Imaging in Electrical Impedance Tomography. 145-155 - Sarah E. Gerard, Taylor J. Patton, Gary E. Christensen, John E. Bayouth, Joseph M. Reinhardt:
FissureNet: A Deep Learning Approach For Pulmonary Fissure Detection in CT Images. 156-166 - Morteza Mardani, Enhao Gong, Joseph Y. Cheng, Shreyas S. Vasanawala, Greg Zaharchuk, Lei Xing, John M. Pauly:
Deep Generative Adversarial Neural Networks for Compressive Sensing MRI. 167-179 - Xin Yang, Lequan Yu, Shengli Li, Huaxuan Wen, Dandan Luo, Cheng Bian, Jing Qin, Dong Ni, Pheng-Ann Heng:
Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound. 180-193 - Konstantinos Diamantis, Tom Anderson, Mairead B. Butler, Carlos Armando Villagomez Hoyos, Jørgen Arendt Jensen, Vassilis Sboros:
Resolving Ultrasound Contrast Microbubbles Using Minimum Variance Beamforming. 194-204 - Fei Xu, Zhong Ji, Qun Chen, Sihua Yang, Da Xing:
Nonlinear Thermoacoustic Imaging Based on Temperature-Dependent Thermoelastic Response. 205-212 - Annegreet van Opbroek, Hakim C. Achterberg, Meike W. Vernooij, Marleen de Bruijne:
Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning. 213-224 - Stefano Moriconi, Maria A. Zuluaga, Hans Rolf Jäger, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso:
Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees. 225-239 - Tsung-Chen Chiang, Yao-Sian Huang, Rong-Tai Chen, Chiun-Sheng Huang, Ruey-Feng Chang:
Tumor Detection in Automated Breast Ultrasound Using 3-D CNN and Prioritized Candidate Aggregation. 240-249 - Seungwan Jeon, Jihoon Park, Ravi Managuli, Chulhong Kim:
A Novel 2-D Synthetic Aperture Focusing Technique for Acoustic-Resolution Photoacoustic Microscopy. 250-260 - Nicholas Dwork, Gennifer T. Smith, Theodore Leng, John M. Pauly, Audrey K. Bowden:
Automatically Determining the Confocal Parameters From OCT B-Scans for Quantification of the Attenuation Coefficients. 261-268 - Junjie Hu, Yuanyuan Chen, Jie Zhong, Rong Ju, Zhang Yi:
Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks. 269-279 - Chen Qin, Jo Schlemper, Jose Caballero, Anthony N. Price, Joseph V. Hajnal, Daniel Rueckert:
Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction. 280-290 - Daniela Zöller, Thomas William Arthur Bolton, Fikret Isik Karahanoglu, Stephan Eliez, Marie Schaer, Dimitri Van De Ville:
Robust Recovery of Temporal Overlap Between Network Activity Using Transient-Informed Spatio-Temporal Regression. 291-302 - Declan O'Loughlin, Barbara Luz Oliveira, Adam Santorelli, Emily Porter, Martin Glavin, Edward Jones, Milica Popovic, Martin O'Halloran:
Sensitivity and Specificity Estimation Using Patient-Specific Microwave Imaging in Diverse Experimental Breast Phantoms. 303-311 - Jingyuan Lyu, Ukash Nakarmi, Dong Liang, Jinhua Sheng, Leslie Ying:
KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction. 312-321
Volume 38, Number 2, February 2019
- Yeo Hun Yoon, Shujaat Khan, Jaeyoung Huh, Jong Chul Ye:
Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning. 325-336 - Yinsheng Li, Guang-Hong Chen:
An Empirical Data Inconsistency Metric (DIM) Driven CT Image Reconstruction Method. 337-348 - Yicun Wang, Pierre-François van de Moortele, Bin He:
CONtrast Conformed Electrical Properties Tomography (CONCEPT) Based on Multi- Channel Transmission and Alternating Direction Method of Multipliers. 349-359 - Sui Li, Dong Zeng, Jiangjun Peng, Zhaoying Bian, Hao Zhang, Qi Xie, Yongbo Wang, Yuting Liao, Shanli Zhang, Jing Huang, Deyu Meng, Zongben Xu, Jianhua Ma:
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization. 360-370 - Ji He, Yan Yang, Yongbo Wang, Dong Zeng, Zhaoying Bian, Hao Zhang, Jian Sun, Zongben Xu, Jianhua Ma:
Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction. 371-382 - Julien Pansiot, Edmond Boyer:
CBCT of a Moving Sample From X-Rays and Multiple Videos. 383-393 - Hemant Kumar Aggarwal, Merry P. Mani, Mathews Jacob:
MoDL: Model-Based Deep Learning Architecture for Inverse Problems. 394-405 - Bastien Rigaud, Antoine Simon, Maxime Gobeli, Julie Leseur, Loig Duverge, Danièle Williaume, Joël Castelli, Caroline Lafond, Oscar Acosta, Pascal Haigron, Renaud de Crevoisier:
Statistical Shape Model to Generate a Planning Library for Cervical Adaptive Radiotherapy. 406-416 - Zenith Purisha, Sakari S. Karhula, Juuso H. Ketola, Juho Rimpelainen, Miika T. Nieminen, Simo Saarakkala, Heikki Kroger, Samuli Siltanen:
An Automatic Regularization Method: An Application for 3-D X-Ray Micro-CT Reconstruction Using Sparse Data. 417-425 - Nils Gessert, Matthias Lutz, Markus Heyder, Sarah Latus, David M. Leistner, Youssef S. Abdelwahed, Alexander Schlaefer:
Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. 426-434 - Jun Zhang, Ashirbani Saha, Zhe Zhu, Maciej A. Mazurowski:
Hierarchical Convolutional Neural Networks for Segmentation of Breast Tumors in MRI With Application to Radiogenomics. 435-447 - Peter Naylor, Marick Lae, Fabien Reyal, Thomas Walter:
Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map. 448-459 - Uditha L. Jayarathne, Elvis C. S. Chen, John Moore, Terry M. Peters:
Robust, Intrinsic Tracking of a Laparoscopic Ultrasound Probe for Ultrasound-Augmented Laparoscopy. 460-469 - Seyed Sadegh Mohseni Salehi, Shadab Khan, Deniz Erdogmus, Ali Gholipour:
Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration. 470-481 - Francois Parent, Maxime Gerard, Frederic Monet, Sebastien Loranger, Gilles Soulez, Raman Kashyap, Samuel Kadoury:
Intra-Arterial Image Guidance With Optical Frequency Domain Reflectometry Shape Sensing. 482-492 - Abd-Krim Seghouane, Navid Shokouhi:
Consistent Estimation of Dimensionality for Data-Driven Methods in fMRI Analysis. 493-503 - Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland:
Medical Image Imputation From Image Collections. 504-514 - Zhaohan Xiong, Vadim V. Fedorov, Xiaohang Fu, Elizabeth Cheng, Rob S. MacLeod, Jichao Zhao:
Fully Automatic Left Atrium Segmentation From Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network. 515-524 - Ting Yang, Steven M. Pogwizd, Gregory P. Walcott, Long Yu, Bin He:
Noninvasive Activation Imaging of Ventricular Arrhythmias by Spatial Gradient Sparse in Frequency Domain - Application to Mapping Reentrant Ventricular Tachycardia. 525-539 - Abhijit Guha Roy, Nassir Navab, Christian Wachinger:
Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks. 540-549 - Péter Bándi, Oscar Geessink, Quirine Manson, Marcory Van Dijk, Maschenka Balkenhol, Meyke Hermsen, Babak Ehteshami Bejnordi, Byungjae Lee, Kyunghyun Paeng, Aoxiao Zhong, Quanzheng Li, Farhad Ghazvinian Zanjani, Svitlana Zinger, Keisuke Fukuta, Daisuke Komura, Vlado Ovtcharov, Shenghua Cheng, Shaoqun Zeng, Jeppe Thagaard, Anders B. Dahl, Huangjing Lin, Hao Chen, Ludwig Jacobsson, Martin Hedlund, Melih Çetin, Eren Halici, Hunter Jackson, Richard Chen, Fabian Both, Jörg Franke, Heidi Küsters-Vandevelde, Willem Vreuls, Peter Bult, Bram van Ginneken, Jeroen van der Laak, Geert Litjens:
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge. 550-560 - Mohamed A. Naser, Diego R. T. Sampaio, Nina M. Munoz, Cayla A. Wood, Trevor M. Mitcham, Wolfgang Stefan, Konstantin V. Sokolov, Theo Z. Pavan, Rony Avritscher, Richard R. Bouchard:
Improved Photoacoustic-Based Oxygen Saturation Estimation With SNR-Regularized Local Fluence Correction. 561-571 - Sourav Pramanik, Debapriya Banik, Debotosh Bhattacharjee, Mita Nasipuri, Mrinal Kanti Bhowmik, Gautam Majumdar:
Suspicious-Region Segmentation From Breast Thermogram Using DLPE-Based Level Set Method. 572-584 - Kelei He, Xiaohuan Cao, Yinghuan Shi, Dong Nie, Yang Gao, Dinggang Shen:
Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. 585-595 - John A. Onofrey, Lawrence H. Staib, Xenophon Papademetris:
Segmenting the Brain Surface From CT Images With Artifacts Using Locally Oriented Appearance and Dictionary Learning. 596-607 - Yingying Zhu, Xiaofeng Zhu, Minjeong Kim, Jin Yan, Daniel Kaufer, Guorong Wu:
Dynamic Hyper-Graph Inference Framework for Computer-Assisted Diagnosis of Neurodegenerative Diseases. 608-616 - Jingxin Liu, Bolei Xu, Chi Zheng, Yuanhao Gong, Jon Garibaldi, Daniele Soria, Andrew R. Green, Ian O. Ellis, Wenbin Zou, Guoping Qiu:
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer TMA. 617-628 - Tao Feng, Jizhe Wang, Yun Dong, Jun Zhao, Hongdi Li:
A Novel Data-Driven Cardiac Gating Signal Extraction Method for PET. 629-637 - Gijs van Tulder, Marleen de Bruijne:
Learning Cross-Modality Representations From Multi-Modal Images. 638-648 - Regine Gradl, Regine Morgan, Martin Dierolf, Christoph Jud, Lorenz Hehn, Benedikt Gunther, Winfried Moller, David Kutschke, Lin Yang, Tobias Stoeger, Daniela Pfeiffer, Bernhard Gleich, Klaus Achterhold, Otmar Schmid, Franz Pfeiffer:
Dynamic In Vivo Chest X-ray Dark-Field Imaging in Mice. 649-656
Volume 38, Number 3, March 2019
- Jiehan Hong, Min Su, Yanyan Yu, Zhiqiang Zhang, Rong Liu, Yaocai Huang, Peitian Mu, Hairong Zheng, Weibao Qiu:
A Dual-Mode Imaging Catheter for Intravascular Ultrasound Application. 657-663 - Guobao Wang:
High Temporal-Resolution Dynamic PET Image Reconstruction Using a New Spatiotemporal Kernel Method. 664-674 - Kuang Gong, Jiahui Guan, Kyung Sang Kim, Xuezhu Zhang, Jaewon Yang, Youngho Seo, Georges El Fakhri, Jinyi Qi, Quanzheng Li:
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. 675-685 - Ravi K. Samala, Heang-Ping Chan, Lubomir M. Hadjiiski, Mark A. Helvie, Caleb D. Richter, Kenny H. Cha:
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets. 686-696 - Mark He, Suzanne L. Baker, Vyoma D. Shah, Samuel N. Lockhart, William J. Jagust:
Scan-Time Corrections for 80-100-min Standardizetd Uptake Volume Ratios to Measure the 18F-AV-1451 Tracer for Tau Imaging. 697-709 - Mark R. Elliott, Dan Kim, David S. Molony, Liam Morris, Habib Samady, Sarang C. Joshi, Lucas H. Timmins:
Establishment of an Automated Algorithm Utilizing Optical Coherence Tomography and Micro-Computed Tomography Imaging to Reconstruct the 3-D Deformed Stent Geometry. 710-720 - Koen Salvo, Michel Defrise:
A Convergence Proof of MLEM and MLEM-3 With Fixed Background. 721-729 - Jonghye Woo, Jerry L. Prince, Maureen Stone, Fangxu Xing, Arnold D. Gomez, Jordan R. Green, Christopher J. Hartnick, Thomas J. Brady, Timothy G. Reese, Van J. Wedeen, Georges El Fakhri:
A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI. 730-740 - Nora Ouzir, Adrian Basarab, Olivier Lairez, Jean-Yves Tourneret:
Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation. 741-752 - Ioannis Androulakis, Marguerite E. Faure, Ricardo P. J. Budde, Theo van Walsum:
Automated Quantification of Bileaflet Mechanical Heart Valve Leaflet Angles in CT Images. 753-761 - Seung Yeon Shin, Soochahn Lee, Il Dong Yun, Sun Mi Kim, Kyoung Mu Lee:
Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images. 762-774 - Madison Kretzler, Jesse I. Hamilton, Mark A. Griswold, Nicole Seiberlich:
a-f BLAST: Non-Iterative Radial k-t BLAST Reconstruction for Real-Time Imaging. 775-790 - Yun Gu, Khushi Vyas, Jie Yang, Guang-Zhong Yang:
Transfer Recurrent Feature Learning for Endomicroscopy Image Recognition. 791-801 - Mengfei Li, Yunsong Zhao, Peng Zhang:
Accurate Iterative FBP Reconstruction Method for Material Decomposition of Dual Energy CT. 802-812 - Mikel Ariz, Ricardo C. Abad, Gabriel Castellanos, Martin Martinez, Arrate Muñoz-Barrutia, María A. Fernández-Seara, Pau Pastor, María A. Pastor, Carlos Ortiz-de-Solorzano:
Dynamic Atlas-Based Segmentation and Quantification of Neuromelanin-Rich Brainstem Structures in Parkinson Disease. 813-823 - Jhy-Neng Tasso Yeh, Jo-Fu Lotus Lin, Yi-Tien Li, Fa-Hsuan Lin:
A Flexible and Modular Receiver Coil Array for Magnetic Resonance Imaging. 824-833 - Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Anthony N. Price, Maria Deprez, Joseph V. Hajnal, Jacques-Donald Tournier:
Learning Compact ${q}$ -Space Representations for Multi-Shell Diffusion-Weighted MRI. 834-843 - Bo Zhao, Justin P. Haldar, Congyu Liao, Dan Ma, Yun Jiang, Mark A. Griswold, Kawin Setsompop, Lawrence L. Wald:
Optimal Experiment Design for Magnetic Resonance Fingerprinting: Cramér-Rao Bound Meets Spin Dynamics. 844-861 - Carlos Castilla, Martin Maska, Dmitry V. Sorokin, Erik Meijering, Carlos Ortiz-de-Solorzano:
3-D Quantification of Filopodia in Motile Cancer Cells. 862-872
Volume 38, Number 4, April 2019
- Fabio Baselice, Antonietta Sorriso, Rosaria Rucco, Pierpaolo Sorrentino:
Phase Linearity Measurement: A Novel Index for Brain Functional Connectivity. 873-882 - Mark R. Winter, Walter C. Mankowski, Eric Wait, Edgar Cardenas De La Hoz, Angeline Aguinaldo, Andrew R. Cohen:
Separating Touching Cells Using Pixel Replicated Elliptical Shape Models. 883-893 - Piotr Kijanka, Matthew W. Urban:
Local Phase Velocity Based Imaging: A New Technique Used for Ultrasound Shear Wave Elastography. 894-908 - Changqing Zhang, Ehsan Adeli, Zhengwang Wu, Gang Li, Weili Lin, Dinggang Shen:
Infant Brain Development Prediction With Latent Partial Multi-View Representation Learning. 909-918 - Neslisah Torosdagli, Denise K. Liberton, Payal Verma, Murat Sincan, Janice S. Lee, Ulas Bagci:
Deep Geodesic Learning for Segmentation and Anatomical Landmarking. 919-931 - Patryk Szwargulski, Martin Möddel, Nadine Gdaniec, Tobias Knopp:
Efficient Joint Image Reconstruction of Multi-Patch Data Reusing a Single System Matrix in Magnetic Particle Imaging. 932-944 - Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, Corey W. Arnold:
Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. 945-954 - Milana Gataric, George S. D. Gordon, Francesco Renna, Alberto Gil C. P. Ramos, Maria P. Alcolea, Sarah E. Bohndiek:
Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging. 955-967 - Stefano Vespucci, Chan Soo Park, Raul Torrico, Mini Das:
Robust Energy Calibration Technique for Photon Counting Spectral Detectors. 968-978 - Arvind Balachandrasekaran, Merry Mani, Mathews Jacob:
Calibration-Free B0 Correction of EPI Data Using Structured Low Rank Matrix Recovery. 979-990 - Yutong Xie, Yong Xia, Jianpeng Zhang, Yang Song, Dagan Feng, Michael J. Fulham, Weidong Cai:
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT. 991-1004 - Hillel B. Price, Julia S. Kimbell, Ruofei Bu, Amy L. Oldenburg:
Geometric Validation of Continuous, Finely Sampled 3-D Reconstructions From aOCT and CT in Upper Airway Models. 1005-1015 - Yuankai Huo, Zhoubing Xu, Hyeonsoo Moon, Shunxing Bao, Albert Assad, Tamara K. Moyo, Michael R. Savona, Richard G. Abramson, Bennett A. Landman:
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth. 1016-1025 - Alireza Mehrtash, Mohsen Ghafoorian, Guillaume Pernelle, Alireza Ziaei, Friso G. Heslinga, Kemal Tuncali, Andriy Fedorov, Ron Kikinis, Clare M. Tempany, William M. Wells III, Purang Abolmaesumi, Tina Kapur:
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy. 1026-1036 - Philipp Seeböck, Sebastian M. Waldstein, Sophie Klimscha, Hrvoje Bogunovic, Thomas Schlegl, Bianca S. Gerendas, Rene Donner, Ursula Schmidt-Erfurth, Georg Langs:
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data. 1037-1047 - Johannes G. G. Dobbe, Marieke G. A. de Roo, Jim C. Visschers, Simon D. Strackee, Geert J. Streekstra:
Evaluation of a Quantitative Method for Carpal Motion Analysis Using Clinical 3-D and 4-D CT Protocols. 1048-1057 - Han Wang, Shijie Zhao, Qinglin Dong, Yan Cui, Yaowu Chen, Junwei Han, Li Xie, Tianming Liu:
Recognizing Brain States Using Deep Sparse Recurrent Neural Network. 1058-1068 - Andru Putra Twinanda, Gaurav Yengera, Didier Mutter, Jacques Marescaux, Nicolas Padoy:
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations. 1069-1078 - Weiwen Wu, Fenglin Liu, Yanbo Zhang, Qian Wang, Hengyong Yu:
Non-Local Low-Rank Cube-Based Tensor Factorization for Spectral CT Reconstruction. 1079-1093
Volume 38, Number 5, May 2019
- Koen A. J. Eppenhof, Josien P. W. Pluim:
Pulmonary CT Registration Through Supervised Learning With Convolutional Neural Networks. 1097-1105 - Haoyi Liang, Natalia Dabrowska, Jaideep Kapur, Daniel S. Weller:
Structure-Based Intensity Propagation for 3-D Brain Reconstruction With Multilayer Section Microscopy. 1106-1115 - Jose Dolz, Karthik Gopinath, Jing Yuan, Herve Lombaert, Christian Desrosiers, Ismail Ben Ayed:
HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. 1116-1126 - Giacomo Tarroni, Ozan Oktay, Wenjia Bai, Andreas Schuh, Hideaki Suzuki, Jonathan Passerat-Palmbach, Antonio de Marvao, Declan P. O'Regan, Stuart A. Cook, Ben Glocker, Paul M. Matthews, Daniel Rueckert:
Learning-Based Quality Control for Cardiac MR Images. 1127-1138 - Can Taylan Sari, Cigdem Gunduz Demir:
Unsupervised Feature Extraction via Deep Learning for Histopathological Classification of Colon Tissue Images. 1139-1149 - Cameron Hoerig, Jamshid Ghaboussi, Michael F. Insana:
Data-Driven Elasticity Imaging Using Cartesian Neural Network Constitutive Models and the Autoprogressive Method. 1150-1160 - Hyeongseok Kim, Jongha Lee, Jeongtae Soh, Jonghwan Min, Young-Wook Choi, Seungryong Cho:
Backprojection Filtration Image Reconstruction Approach for Reducing High-Density Object Artifacts in Digital Breast Tomosynthesis. 1161-1171 - Mohammed Alawad, Linwei Wang:
Learning Domain Shift in Simulated and Clinical Data: Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms. 1172-1184 - Yuankai Huo, Zhoubing Xu, Shunxing Bao, Camilo Bermudez, Hyeonsoo Moon, Prasanna Parvathaneni, Tamara K. Moyo, Michael R. Savona, Albert Assad, Richard G. Abramson, Bennett A. Landman:
Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks. 1185-1196 - Hojjat Salehinejad, Errol Colak, Tim Dowdell, Joseph Barfett, Shahrokh Valaee:
Synthesizing Chest X-Ray Pathology for Training Deep Convolutional Neural Networks. 1197-1206 - Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler:
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. 1207-1215 - Antoine Saillant, Ian Armstrong, Vijay P. Shah, Sven Zühlsdorf, Charles Hayden, Jérôme Declerck, Kimberley Saint, Matthew Memmott, Mark Jenkinson, Michael A. Chappell:
Assessing Reliability of Myocardial Blood Flow After Motion Correction With Dynamic PET Using a Bayesian Framework. 1216-1226 - Yang Li, Hao Yang, Baiying Lei, Jingyu Liu, Chong-Yaw Wee:
Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification. 1227-1239 - Sa Xiao, He Deng, Caohui Duan, Junshuai Xie, Haidong Li, Xianping Sun, Chaohui Ye, Xin Zhou:
Highly and Adaptively Undersampling Pattern for Pulmonary Hyperpolarized 129Xe Dynamic MRI. 1240-1250 - Yujia Chen, Yang Lou, Kun Wang, Matthew A. Kupinski, Mark A. Anastasio:
Reconstruction-Aware Imaging System Ranking by Use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference. 1251-1262 - Hugo Carrillo Lincopi, Axel Osses, Sergio Uribe, Cristóbal Bertoglio:
Optimal Dual-VENC Unwrapping in Phase-Contrast MRI. 1263-1270 - Ying Jiang, Si Li, Yuesheng Xu:
A Higher-Order Polynomial Method for SPECT Reconstruction. 1271-1283 - Anne Grote, Nadine S. Schaadt, Germain Forestier, Cédric Wemmert, Friedrich Feuerhake:
Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. 1284-1294 - Wei Wei, Yuandong Li, Zhiying Xie, Anthony J. Deegan, Ruikang K. Wang:
Spatial and Temporal Heterogeneities of Capillary Hemodynamics and Its Functional Coupling During Neural Activation. 1295-1303 - Neeraj Kumar, Phani Krishna Uppala, Karthik Duddu, Hari Sreedhar, Vishal K. Varma, Grace Guzman, Michael J. Walsh, Amit Sethi:
Hyperspectral Tissue Image Segmentation Using Semi-Supervised NMF and Hierarchical Clustering. 1304-1313
Volume 38, Number 6, June 2019
- Antti Mäkinen, Koos C. J. Zevenhoven, Risto J. Ilmoniemi:
Automatic Spatial Calibration of Ultra-Low-Field MRI for High-Accuracy Hybrid MEG-MRI. 1317-1327 - Yan Wang, Luping Zhou, Biting Yu, Lei Wang, Chen Zu, David S. Lalush, Weili Lin, Xi Wu, Jiliu Zhou, Dinggang Shen:
3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis. 1328-1339 - Juan Aguirre, Andrei Berezhnoi, Hailong He, Mathias Schwarz, Benedikt Hindelang, Murad Omar, Vasilis Ntziachristos:
Motion Quantification and Automated Correction in Clinical RSOM. 1340-1346 - Anita Karsa, Karin Shmueli:
SEGUE: A Speedy rEgion-Growing Algorithm for Unwrapping Estimated Phase. 1347-1357 - Md Tauhidul Islam, Anuj Chaudhry, Raffaella Righetti:
A Robust Method to Estimate the Time Constant of Elastographic Parameters. 1358-1370 - Georgios I. Angelis, John E. Gillam, William J. Ryder, Roger R. Fulton, Steven R. Meikle:
Direct Estimation of Voxel-Wise Neurotransmitter Response Maps From Dynamic PET Data. 1371-1383 - Max L. Olender, Lambros S. Athanasiou, Jose M. de la Torre Hernandez, Eyal Ben-Assa, Farhad Rikhtegar Nezami, Elazer R. Edelman:
A Mechanical Approach for Smooth Surface Fitting to Delineate Vessel Walls in Optical Coherence Tomography Images. 1384-1397 - Peiyao Wang, Yufeng Liu, Dinggang Shen:
Flexible Locally Weighted Penalized Regression With Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores. 1398-1408 - Ethan K. Murphy, Joseph Skinner, Maria Martucci, Seward B. Rutkove, Ryan J. Halter:
Toward Electrical Impedance Tomography Coupled Ultrasound Imaging for Assessing Muscle Health. 1409-1419 - Andreas Mehmann, Christian Vogt, Matija Varga, Andreas Port, Jonas Reber, Josip Marjanovic, Klaas Paul Pruessmann, Benjamin Sporrer, Qiuting Huang, Gerhard Tröster:
Automatic Resonance Frequency Retuning of Stretchable Liquid Metal Receive Coil for Magnetic Resonance Imaging. 1420-1426 - Woo June Choi, Yuandong Li, Ruikang K. Wang:
Monitoring Acute Stroke Progression: Multi-Parametric OCT Imaging of Cortical Perfusion, Flow, and Tissue Scattering in a Mouse Model of Permanent Focal Ischemia. 1427-1437 - Lorenza Brusini, Gloria Menegaz, Markus Nilsson:
Monte Carlo Simulations of Water Exchange Through Myelin Wraps: Implications for Diffusion MRI. 1438-1445 - Runze Tang, Michael D. Ketcha, Alexandra Badea, Evan D. Calabrese, Daniel S. Margulies, Joshua T. Vogelstein, Carey E. Priebe, Daniel L. Sussman:
Connectome Smoothing via Low-Rank Approximations. 1446-1456 - Ehsan Abadi, Brian P. Harrawood, Shobhit Sharma, Anuj J. Kapadia, William Paul Segars, Ehsan Samei:
DukeSim: A Realistic, Rapid, and Scanner-Specific Simulation Framework in Computed Tomography. 1457-1465 - Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick:
Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging. 1466-1476 - Ha Tran Hong Phan, Ashnil Kumar, David Feng, Michael J. Fulham, Jinman Kim:
Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns. 1477-1487 - Ziwei Nie, Xiaoping Yang:
Deformable Image Registration Using Functions of Bounded Deformation. 1488-1500 - Renzhen Wang, Benzhi Chen, Deyu Meng, Lisheng Wang:
Weakly Supervised Lesion Detection From Fundus Images. 1501-1512 - Florentin Kucharczak, F. Ben Bouallegue, Olivier Strauss, Denis Mariano-Goulart:
Confidence Interval Constraint-Based Regularization Framework for PET Quantization. 1513-1523 - Janka Hatvani, Adrian Basarab, Jean-Yves Tourneret, Miklós Gyöngy, Denis Kouame:
A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT. 1524-1531 - Zhiqian Chang, Dong Hye Ye, Somesh Srivastava, Jean-Baptiste Thibault, Ken D. Sauer, Charles A. Bouman:
Prior-Guided Metal Artifact Reduction for Iterative X-Ray Computed Tomography. 1532-1542 - Youyi Song, Ee-Leng Tan, Xudong Jiang, Jie-Zhi Cheng, Baiying Lei, Tianfu Wang:
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images". 1543
Volume 38, Number 7, July 2019
- Justin P. Haldar, Daeun Kim:
OEDIPUS: An Experiment Design Framework for Sparsity-Constrained MRI. 1545-1558 - Jens Petersen, Andrés M. Arias Lorza, Raghavendra Selvan, Daniel Bos, Aad van der Lugt, Jesper Johannes Holst Pedersen, Mads Nielsen, Marleen de Bruijne:
Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies. 1559-1568 - Nitish Katoch, Bup Kyung Choi, Saurav Z. K. K. Sajib, EunAh Lee, Hyung Joong Kim, Ohin Kwon, Eung Je Woo:
Conductivity Tensor Imaging of In Vivo Human Brain and Experimental Validation Using Giant Vesicle Suspension. 1569-1577 - Eric Barnhill, Mila Nikolova, Cemre Ariyurek, Florian Dittmann, Jürgen Braun, Ingolf Sack:
Fast Robust Dejitter and Interslice Discontinuity Removal in MRI Phase Acquisitions: Application to Magnetic Resonance Elastography. 1578-1587 - Majd Zreik, Robbert W. van Hamersvelt, Jelmer M. Wolterink, Tim Leiner, Max A. Viergever, Ivana Isgum:
A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography. 1588-1598 - Khoi Minh Huynh, Geng Chen, Ye Wu, Dinggang Shen, Pew-Thian Yap:
Multi-Site Harmonization of Diffusion MRI Data via Method of Moments. 1599-1609 - Adam van Niekerk, Ernesta M. Meintjes, André J. W. van der Kouwe:
A Wireless Radio Frequency Triggered Acquisition Device (WRAD) for Self-Synchronised Measurements of the Rate of Change of the MRI Gradient Vector Field for Motion Tracking. 1610-1621 - Heechul Yoon, Yiying I. Zhu, Steven K. Yarmoska, Stanislav Y. Emelianov:
Design and Demonstration of a Configurable Imaging Platform for Combined Laser, Ultrasound, and Elasticity Imaging. 1622-1632 - Kerem Can Tezcan, Christian F. Baumgartner, Roger Luechinger, Klaas P. Pruessmann, Ender Konukoglu:
MR Image Reconstruction Using Deep Density Priors. 1633-1642 - Marina Filipovic, Eric Barat, Thomas Dautremer, Claude Comtat, Simon Stute:
PET Reconstruction of the Posterior Image Probability, Including Multimodal Images. 1643-1654 - Kuang Gong, Ciprian Catana, Jinyi Qi, Quanzheng Li:
PET Image Reconstruction Using Deep Image Prior. 1655-1665 - King Chung Ho, William Speier, Haoyue Zhang, Fabien Scalzo, Suzie El-Saden, Corey W. Arnold:
A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. 1666-1676 - Mohammad Shahdloo, Efe Ilicak, Mohammad Tofighi, Emine Ulku Saritas, A. Enis Çetin, Tolga Çukur:
Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI. 1677-1689 - Matthew R. Morgan, Gregg E. Trahey, William F. Walker:
Multi-covariate Imaging of Sub-resolution Targets. 1690-1700 - Lutfi Kerem Senel, Toygan Kilic, Alper Gungor, Emre Kopanoglu, H. Emre Guven, Emine Ulku Saritas, Aykut Koç, Tolga Çukur:
Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI. 1701-1714 - Suchita Bhinge, Rami Mowakeaa, Vince D. Calhoun, Tülay Adali:
Extraction of Time-Varying Spatiotemporal Networks Using Parameter-Tuned Constrained IVA. 1715-1725 - Weimin Cheng, Xuan Zhu, Xiao Chen, Miaowen Li, Jinling Lu, Pengcheng Li:
Manhattan Distance-Based Adaptive 3D Transform-Domain Collaborative Filtering for Laser Speckle Imaging of Blood Flow. 1726-1735 - Geng Chen, Dehui Xiang, Bin Zhang, Haihong Tian, Xiaoling Yang, Fei Shi, Weifang Zhu, Bei Tian, Xinjian Chen:
Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition. 1736-1749 - Biting Yu, Luping Zhou, Lei Wang, Yinghuan Shi, Jurgen Fripp, Pierrick Bourgeat:
Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis. 1750-1762 - Lampros Theodorakis, George Loudos, V. Prassopoulos, Constantine Kappas, Ioannis Tsougos, Panagiotis Georgoulias:
PET Counting Response Variability Depending on Tumor Location, Activity, and Patient Obesity: A Feasibility Study of Solitary Pulmonary Nodule Using Monte Carlo. 1763-1774
Volume 38, Number 8, August 2019
- Sarfaraz Hussein, Pujan Kandel, Candice W. Bolan, Michael B. Wallace, Ulas Bagci:
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. 1777-1787 - Guha Balakrishnan, Amy Zhao, Mert R. Sabuncu, John V. Guttag, Adrian V. Dalca:
VoxelMorph: A Learning Framework for Deformable Medical Image Registration. 1788-1800 - Jun Zhang, Jian Wu, Shaojian Chen, Zhiyong Zhang, Shuhui Cai, Congbo Cai, Zhong Chen:
Robust Single-Shot T2 Mapping via Multiple Overlapping-Echo Acquisition and Deep Neural Network. 1801-1811 - Cian M. Scannell, Adriana D. M. Villa, Jack Lee, Marcel Breeuwer, Amedeo Chiribiri:
Robust Non-Rigid Motion Compensation of Free-Breathing Myocardial Perfusion MRI Data. 1812-1820 - Fatemeh Taheri Dezaki, Zhibin Liao, Christina Luong, Hany Girgis, Neeraj Dhungel, Amir H. Abdi, Delaram Behnami, Ken Gin, Robert Rohling, Purang Abolmaesumi, Teresa Tsang:
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. 1821-1832 - Tobias Speidel, Patrick Metze, Volker Rasche:
Efficient 3D Low-Discrepancy ${k}$ -Space Sampling Using Highly Adaptable Seiffert Spirals. 1833-1840 - Yue Hu, Xiaohan Liu, Mathews Jacob:
A Generalized Structured Low-Rank Matrix Completion Algorithm for MR Image Recovery. 1841-1851 - Beatrice Berthon, Alexandre Behaghel, Philippe Mateo, Pierre-Marc Dansette, Hugues Favre, Nathalie Ialy-Radio, Mickaël Tanter, Mathieu Pernot, Jean Provost:
Mapping Biological Current Densities With Ultrafast Acoustoelectric Imaging: Application to the Beating Rat Heart. 1852-1857 - Hrvoje Bogunovic, Freerk G. Venhuizen, Sophie Klimscha, Stefanos Apostolopoulos, Alireza Bab-Hadiashar, Ulas Bagci, Mirza Faisal Beg, Loza Bekalo, Qiang Chen, Carlos Ciller, Karthik Gopinath, Amirali K. Gostar, Kiwan Jeon, Zexuan Ji, Sung Ho Kang, Dara D. Koozekanani, Donghuan Lu, Dustin Morley, Keshab K. Parhi, Hyoung Suk Park, Abdolreza Rashno, Marinko Sarunic, Saad Shaikh, Jayanthi Sivaswamy, Ruwan B. Tennakoon, Shivin Yadav, Sandro De Zanet, Sebastian M. Waldstein, Bianca S. Gerendas, Caroline Klaver, Clara I. Sánchez, Ursula Schmidt-Erfurth:
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. 1858-1874 - Jana Lipková, Panagiotis Angelikopoulos, Stephen Wu, Esther Alberts, Benedikt Wiestler, Christian Diehl, Christine Preibisch, Thomas Pyka, Stephanie Combs, Panagiotis E. Hadjidoukas, Koen Van Leemput, Petros Koumoutsakos, John S. Lowengrub, Bjoern H. Menze:
Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference. 1875-1884 - Xuanang Xu, Fugen Zhou, Bo Liu, Dongshan Fu, Xiangzhi Bai:
Efficient Multiple Organ Localization in CT Image Using 3D Region Proposal Network. 1885-1898 - Helen Schomburg, Thorsten Hohage:
Formulation and Efficient Computation of ${\ell}_{\textsf{1}}$ - and Smoothness Penalized Estimates for Microstructure-Informed Tractography. 1899-1909 - Haotian Xu, Ming Dong, Min-Hee Lee, Noel O'Hara, Eishi Asano, Jeong-Won Jeong:
Objective Detection of Eloquent Axonal Pathways to Minimize Postoperative Deficits in Pediatric Epilepsy Surgery Using Diffusion Tractography and Convolutional Neural Networks. 1910-1922 - Min Liu, Weixun Chen, Chao Wang, Hanchuan Peng:
A Multiscale Ray-Shooting Model for Termination Detection of Tree-Like Structures in Biomedical Images. 1923-1934 - Jaya Prakash, Dween Sanny, Sandeep Kumar Kalva, Manojit Pramanik, Phaneendra K. Yalavarthy:
Fractional Regularization to Improve Photoacoustic Tomographic Image Reconstruction. 1935-1947 - Huangjing Lin, Hao Chen, Simon Graham, Qi Dou, Nasir M. Rajpoot, Pheng-Ann Heng:
Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection. 1948-1958 - Leyuan Fang, Chong Wang, Shutao Li, Hossein Rabbani, Xiangdong Chen, Zhimin Liu:
Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification. 1959-1970 - Yunze Man, Yangsibo Huang, Junyi Feng, Xi Li, Fei Wu:
Deep Q Learning Driven CT Pancreas Segmentation With Geometry-Aware U-Net. 1971-1980 - Yongfeng Gao, Zhengrong Liang, William Moore, Hao Zhang, Marc Jason Pomeroy, John A. Ferretti, Thomas V. Bilfinger, Jianhua Ma, Hongbing Lu:
A Feasibility Study of Extracting Tissue Textures From a Previous Full-Dose CT Database as Prior Knowledge for Bayesian Reconstruction of Current Low-Dose CT Images. 1981-1992 - Chen Gong, N. Benjamin Erichson, John P. Kelly, Laura C. Trutoiu, Brian T. Schowengerdt, Steven L. Brunton, Eric J. Seibel:
RetinaMatch: Efficient Template Matching of Retina Images for Teleophthalmology. 1993-2004
Volume 38, Number 9, September 2019
- Baptiste Heiles, Mafalda Correia, Vincent Hingot, Mathieu Pernot, Jean Provost, Mickaël Tanter, Olivier Couture:
Ultrafast 3D Ultrasound Localization Microscopy Using a 32 × 32 Matrix Array. 2005-2015 - Michael D. Ketcha, Tharindu De Silva, Runze Han, Ali Uneri, Sebastian Vogt, Gerhard Kleinszig, Jeffrey H. Siewerdsen:
A Statistical Model for Rigid Image Registration Performance: The Influence of Soft-Tissue Deformation as a Confounding Noise Source. 2016-2027 - Zalan Rajna, Lauri Raitamaa, Timo Tuovinen, Janne Heikkilä, Vesa Kiviniemi, Tapio Seppänen:
3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain. 2028-2036 - Siyu Liu, Xiaohua Feng, Haoran Jin, Ruochong Zhang, Yunqi Luo, Zesheng Zheng, Fei Gao, Yuanjin Zheng:
Handheld Photoacoustic Imager for Theranostics in 3D. 2037-2046 - Mohammad Tofighi, Tiantong Guo, Jairam K. P. Vanamala, Vishal Monga:
Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection. 2047-2058 - Yuan Gao, Yingchao Liu, Yuanyuan Wang, Zhifeng Shi, Jinhua Yu:
A Universal Intensity Standardization Method Based on a Many-to-One Weak-Paired Cycle Generative Adversarial Network for Magnetic Resonance Images. 2059-2069 - Serhat Ilbey, Can Baris Top, Alper Güngör, Tolga Çukur, Emine Ulku Saritas, H. Emre Güven:
Fast System Calibration With Coded Calibration Scenes for Magnetic Particle Imaging. 2070-2080 - Luis A. Loza, Stephen J. Kadlecek, Mehrdad Pourfathi, Hooman Hamedani, Ian F. Duncan, Kai Ruppert, Rahim R. Rizi:
Quantification of Ventilation and Gas Uptake in Free-Breathing Mice With Hyperpolarized 129Xe MRI. 2081-2091 - Jianpeng Zhang, Yutong Xie, Yong Xia, Chunhua Shen:
Attention Residual Learning for Skin Lesion Classification. 2092-2103 - Yandan Jiang, Manuchehr Soleimani:
Capacitively Coupled Electrical Impedance Tomography for Brain Imaging. 2104-2113 - Yizun Lin, Charles Ross Schmidtlein, Qia Li, Si Li, Yuesheng Xu:
A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction. 2114-2126 - Bob D. de Vos, Jelmer M. Wolterink, Tim Leiner, Pim A. de Jong, Nikolas Leßmann, Ivana Isgum:
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. 2127-2138 - Huangxuan Zhao, Ningbo Chen, Tan Li, Jianhui Zhang, Riqiang Lin, Xiaojing Gong, Liang Song, Zhicheng Liu, Chengbo Liu:
Motion Correction in Optical Resolution Photoacoustic Microscopy. 2139-2150 - Jinming Duan, Ghalib Bello, Jo Schlemper, Wenjia Bai, Timothy J. W. Dawes, Carlo Biffi, Antonio de Marvao, Georgia Doumou, Declan P. O'Regan, Daniel Rueckert:
Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach. 2151-2164 - Julian Krebs, Hervé Delingette, Boris Mailhé, Nicholas Ayache, Tommaso Mansi:
Learning a Probabilistic Model for Diffeomorphic Registration. 2165-2176 - Ian R. O'Connell, Ravi S. Menon:
Shape Optimization of an Electric Dipole Array for 7 Tesla Neuroimaging. 2177-2187 - Amir Mirbeik-Sabzevari, Erin Oppelaar, Robin Ashinoff, Negar Tavassolian:
High-Contrast, Low-Cost, 3-D Visualization of Skin Cancer Using Ultra-High-Resolution Millimeter-Wave Imaging. 2188-2197 - Sarah Leclerc, Erik Smistad, João Pedrosa, Andreas Østvik, Frederic Cervenansky, Florian Espinosa, Torvald Espeland, Erik Andreas Rye Berg, Pierre-Marc Jodoin, Thomas Grenier, Carole Lartizien, Jan D'hooge, Lasse Løvstakken, Olivier Bernard:
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. 2198-2210 - Andres Diaz-Pinto, Adrián Colomer, Valery Naranjo, Sandra Morales, Yanwu Xu, Alejandro F. Frangi:
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. 2211-2218 - Li Wang, Dong Nie, Guannan Li, Élodie Puybareau, Jose Dolz, Qian Zhang, Fan Wang, Jing Xia, Zhengwang Wu, Jiawei Chen, Kim-Han Thung, Toan Duc Bui, Jitae Shin, Guodong Zeng, Guoyan Zheng, Vladimir S. Fonov, Andrew Doyle, Yongchao Xu, Pim Moeskops, Josien P. W. Pluim, Christian Desrosiers, Ismail Ben Ayed, Gerard Sanroma, Oualid M. Benkarim, Adrià Casamitjana, Verónica Vilaplana, Weili Lin, Gang Li, Dinggang Shen:
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. 2219-2230 - Yanna Cruz Cavalcanti, Thomas Oberlin, Nicolas Dobigeon, Cédric Févotte, Simon Stute, Maria-Joao Ribeiro, Clovis Tauber:
Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise. 2231-2241
Volume 38, Number 10, October 2019
- Marco Esposito, Christoph Hennersperger, Rüdiger Göbl, Laurent Demaret, Martin Storath, Nassir Navab, Maximilian Baust, Andreas Weinmann:
Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound. 2245-2258 - Qi Gao, Karl Rohr:
A Global Method for Non-Rigid Registration of Cell Nuclei in Live Cell Time-Lapse Images. 2259-2270 - Shumao Pang, Zhentai Lu, Jun Jiang, Lei Zhao, Liyan Lin, Xueli Li, Tao Lian, Meiyan Huang, Wei Yang, Qianjin Feng:
Hippocampus Segmentation Based on Iterative Local Linear Mapping With Representative and Local Structure-Preserved Feature Embedding. 2271-2280 - Zaiwang Gu, Jun Cheng, Huazhu Fu, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, Jiang Liu:
CE-Net: Context Encoder Network for 2D Medical Image Segmentation. 2281-2292 - Michael Gadermayr, Laxmi Gupta, Vitus Appel, Peter Boor, Barbara Mara Klinkhammer, Dorit Merhof:
Generative Adversarial Networks for Facilitating Stain-Independent Supervised and Unsupervised Segmentation: A Study on Kidney Histology. 2293-2302 - Yasir Q. Mohsin, Sunrita Poddar, Mathews Jacob:
Free-Breathing & Ungated Cardiac MRI Using Iterative SToRM (i-SToRM). 2303-2313 - Yuchuan Qiao, Boudewijn P. F. Lelieveldt, Marius Staring:
An Efficient Preconditioner for Stochastic Gradient Descent Optimization of Image Registration. 2314-2325 - Gilad Drozdov, Ahiad Levi, Amir Rosenthal:
The Impulse Response of Negatively Focused Spherical Ultrasound Detectors and Its Effect on Tomographic Optoacoustic Reconstruction. 2326-2337 - Wei Huang, Mingyuan Luo, Xi Liu, Peng Zhang, Huijun Ding, Wufeng Xue, Dong Ni:
Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning. 2338-2351 - Yujia Zhou, Yuhang Sun, Wei Yang, Zhentai Lu, Meiyan Huang, Lijun Lu, Yu Zhang, Yanqiu Feng, Wufan Chen, Qianjin Feng:
Correlation-Weighted Sparse Representation for Robust Liver DCE-MRI Decomposition Registration. 2352-2363 - Zhenghan Fang, Yong Chen, Mingxia Liu, Lei Xiang, Qian Zhang, Qian Wang, Weili Lin, Dinggang Shen:
Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting. 2375-2388 - Zhi Wei Tay, Daniel Hensley, Jie Ma, Prashant Chandrasekharan, Bo Zheng, Patrick W. Goodwill, Steven M. Conolly:
Pulsed Excitation in Magnetic Particle Imaging. 2389-2399 - Shangjie Ren, Kai Sun, Dong Liu, Feng Dong:
A Statistical Shape-Constrained Reconstruction Framework for Electrical Impedance Tomography. 2400-2410 - Tao Zhou, Mingxia Liu, Kim-Han Thung, Dinggang Shen:
Latent Representation Learning for Alzheimer's Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data. 2411-2422 - Thinh Nguyen, Tiantong Zhou, Thomas Potter, Ling Zou, Yingchun Zhang:
The Cortical Network of Emotion Regulation: Insights From Advanced EEG-fMRI Integration Analysis. 2423-2433 - Clément Playout, Renaud Duval, Farida Cheriet:
A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images. 2434-2444 - Christiaan C. Stolk, Alessandro Sbrizzi:
Understanding the Combined Effect of k-Space Undersampling and Transient States Excitation in MR Fingerprinting Reconstructions. 2445-2455 - Weimin Zhou, Hua Li, Mark A. Anastasio:
Approximating the Ideal Observer and Hotelling Observer for Binary Signal Detection Tasks by Use of Supervised Learning Methods. 2456-2468 - Yinsheng Li, Ke Li, Chengzhu Zhang, Juan C. Montoya, Guang-Hong Chen:
Learning to Reconstruct Computed Tomography Images Directly From Sinogram Data Under A Variety of Data Acquisition Conditions. 2469-2481
Volume 38, Number 11, November 2019
- Shujun Wang, Lequan Yu, Xin Yang, Chi-Wing Fu, Pheng-Ann Heng:
Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation. 2485-2495 - Ruiming Cao, Amirhossein Mohammadian Bajgiran, Sohrab Afshari Mirak, Sepideh Shakeri, Xinran Zhong, Dieter Enzmann, Steven S. Raman, Kyung Hyun Sung:
Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet. 2496-2506 - Nicolas Moutal, Ivan I. Maximov, Denis S. Grebenkov:
Probing Surface-to-Volume Ratio of an Anisotropic Medium by Diffusion NMR with General Gradient Encoding. 2507-2522 - Wei Liao, Huafu Chen, Jiao Li, Gong-Jun Ji, Guo-Rong Wu, Zhiliang Long, Qiang Xu, Xujun Duan, Qian Cui, Bharat B. Biswal:
Endless Fluctuations: Temporal Dynamics of the Amplitude of Low Frequency Fluctuations. 2523-2532 - Dong Liu, Danping Gu, Danny Smyl, Jiansong Deng, Jiangfeng Du:
B-Spline-Based Sharp Feature Preserving Shape Reconstruction Approach for Electrical Impedance Tomography. 2533-2544 - Shervin Minaee, Yao Wang, Alp Aygar, Sohae Chung, Xiuyuan Wang, Yvonne W. Lui, Els Fieremans, Steven Flanagan, Joseph Rath:
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features. 2545-2555 - Hugo J. Kuijf, Adrià Casamitjana, D. Louis Collins, Mahsa Dadar, Achilleas Georgiou, Mohsen Ghafoorian, Dakai Jin, April Khademi, Jesse Knight, Hongwei Li, Xavier Lladó, J. Matthijs Biesbroek, Miguel Luna, Qaiser Mahmood, Richard McKinley, Alireza Mehrtash, Sébastien Ourselin, Bo-yong Park, Hyunjin Park, Sang Hyun Park, Simon Pezold, Élodie Puybareau, Jeroen de Bresser, Letícia Rittner, Carole H. Sudre, Sergi Valverde, Verónica Vilaplana, Roland Wiest, Yongchao Xu, Ziyue Xu, Guodong Zeng, Jianguo Zhang, Guoyan Zheng, Rutger Heinen, Christopher Chen, Wiesje M. van der Flier, Frederik Barkhof, Max A. Viergever, Geert Jan Biessels, Simon Andermatt, Mariana P. Bento, Matt Berseth, Mikhail Belyaev, M. Jorge Cardoso:
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. 2556-2568 - Yulei Qin, Juan Wen, Hao Zheng, Xiaolin Huang, Jie Yang, Ning Song, Yue-Min Zhu, Lingqian Wu, Guang-Zhong Yang:
Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks. 2569-2581 - Sandesh Ghimire, John L. Sapp, B. Milan Horácek, Linwei Wang:
Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error. 2582-2595 - Matthew C. H. Lee, Kersten Petersen, Nick Pawlowski, Ben Glocker, Michiel Schaap:
TeTrIS: Template Transformer Networks for Image Segmentation With Shape Priors. 2596-2606 - Peng Bao, Huaiqiang Sun, Zhangyang Wang, Yi Zhang, Wenjun Xia, Kang Yang, Weiyan Chen, Mianyi Chen, Yan Xi, Shanzhou Niu, Jiliu Zhou, He Zhang:
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction. 2607-2619 - Talha Qaiser, Nasir M. Rajpoot:
Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring. 2620-2631 - Yao Xue, Gilbert Bigras, Judith Hugh, Nilanjan Ray:
Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection. 2632-2641 - Jamshid Sourati, Ali Gholipour, Jennifer G. Dy, Xavier Tomas-Fernandez, Sila Kurugol, Simon K. Warfield:
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning. 2642-2653 - Bas Schipaanboord, Djamal Boukerroui, Devis Peressutti, Johan van Soest, Tim Lustberg, Andre Dekker, Wouter van Elmpt, Mark J. Gooding:
An Evaluation of Atlas Selection Methods for Atlas-Based Automatic Segmentation in Radiotherapy Treatment Planning. 2654-2664 - Kaja F. Kvåle, Jørn Bersvendsen, Espen W. Remme, Sebastien Salles, John M. Aalen, Pål H. Brekke, Thor Edvardsen, Eigil Samset:
Detection of Regional Mechanical Activation of the Left Ventricular Myocardium Using High Frame Rate Ultrasound Imaging. 2665-2675 - Markus Zimmermann, Ana-Maria Oros-Peusquens, Elene Iordanishvili, Seonyeong Shin, Seong Dae Yun, Zaheer Abbas, N. Jon Shah:
Multi-Exponential Relaxometry Using ℓ1-Regularized Iterative NNLS (MERLIN) With Application to Myelin Water Fraction Imaging. 2676-2686 - Long Chen, Miaoyan Wang, Xu Zhang, Michael Zhang, Yucheng Hu, Zuoqiang Shi, Peng Xi, Juntao Gao:
Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping. 2687-2694 - Luzhe Huang, Yiming Fu, Ruixiang Chen, Shanshan Yang, Haixia Qiu, Xining Wu, Shiyong Zhao, Ying Gu, Peng Li:
SNR-Adaptive OCT Angiography Enabled by Statistical Characterization of Intensity and Decorrelation With Multi-Variate Time Series Model. 2695-2704 - Zhuoran Jiang, Yingxuan Chen, Yawei Zhang, Yun Ge, Fang-Fang Yin, Lei Ren:
Augmentation of CBCT Reconstructed From Under-Sampled Projections Using Deep Learning. 2705-2715
Volume 38, Number 12, December 2019
- Yoonmi Hong, Jaeil Kim, Geng Chen, Weili Lin, Pew-Thian Yap, Dinggang Shen:
Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks. 2717-2725 - Hui Meng, Kun Wang, Yuan Gao, Yushen Jin, Xibo Ma, Jie Tian:
Adaptive Gaussian Weighted Laplace Prior Regularization Enables Accurate Morphological Reconstruction in Fluorescence Molecular Tomography. 2726-2734 - Chelsea A. S. Dunning, Magdalena Bazalova-Carter:
X-Ray Fluorescence Computed Tomography Induced by Photon, Electron, and Proton Beams. 2735-2743 - Morteza Mirzaei, Amir Asif, Hassan Rivaz:
Combining Total Variation Regularization with Window-Based Time Delay Estimation in Ultrasound Elastography. 2744-2754 - Qingjie Meng, James Housden, Jacqueline Matthew, Daniel Rueckert, Julia A. Schnabel, Bernhard Kainz, Matthew Sinclair, Veronika A. Zimmer, Benjamin Hou, Martin Rajchl, Nicolas Toussaint, Ozan Oktay, Jo Schlemper, Alberto Gómez:
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging. 2755-2767 - Yi Wang, Dong Ni, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang:
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound. 2768-2778 - Ji Ae Park, Eung Je Woo, Kyeung Jun Kang, In Ok Ko, Kyo Chul Lee, Bup Kyung Choi, Nitish Katoch, Jin Woong Kim, Hyung Joong Kim, Ohin Kwon:
In Vivo Measurement of Brain Tissue Response After Irradiation: Comparison of T2 Relaxation, Apparent Diffusion Coefficient, and Electrical Conductivity. 2779-2784 - Nima Torbati, Ahmad Ayatollahi, Parham Sadeghipour:
Image-Based Gating of Intravascular Ultrasound Sequences Using the Phase Information of Dual-Tree Complex Wavelet Transform Coefficients. 2785-2795 - Benjamin Aubert, Carlos Vázquez, Thierry Cresson, Stefan Parent, Jacques A. de Guise:
Toward Automated 3D Spine Reconstruction from Biplanar Radiographs Using CNN for Statistical Spine Model Fitting. 2796-2806 - Mehran Pesteie, Purang Abolmaesumi, Robert N. Rohling:
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders. 2807-2820 - Israel Almodóvar-Rivera, Ranjan Maitra:
Fast Adaptive Smoothing and Thresholding for Improved Activation Detection in Low-Signal fMRI. 2821-2828 - Michaela Ruttorf, Stephanie Kristensen, Lothar R. Schad, Jorge Almeida:
Transcranial Direct Current Stimulation Alters Functional Network Structure in Humans: A Graph Theoretical Analysis. 2829-2837 - Geng Chen, Bin Dong, Yong Zhang, Weili Lin, Dinggang Shen, Pew-Thian Yap:
Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space. 2838-2848 - Youyi Song, Lei Zhu, Jing Qin, Baiying Lei, Bin Sheng, Kup-Sze Choi:
Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments. 2849-2862 - Xiongbiao Luo, Hui-Qing Zeng, Ying Wan, Xiao-Bin Zhang, Yan-Ping Du, Terry M. Peters:
Endoscopic Vision Augmentation Using Multiscale Bilateral-Weighted Retinex for Robotic Surgery. 2863-2874 - Zang-Hee Cho, Young-Don Son, Hang-Keun Kim, Dae Hyuk Kwon, Yo-Han Joo, Jong Beom Ra, Yong Choi, Young-Bo Kim:
Development of Positron Emission Tomography With Wobbling and Zooming for High Sensitivity and High-Resolution Molecular Imaging. 2875-2882 - Nasibeh Talebi, Ali Motie Nasrabadi, Iman Mohammad Rezazadeh, Robert Coben:
nCREANN: Nonlinear Causal Relationship Estimation by Artificial Neural Network; Applied for Autism Connectivity Study. 2883-2890 - Huangsheng Pu, Peng Gao, Yang Liu, Junyan Rong, Feng Shi, Hongbing Lu:
Principal Component Analysis Based Dynamic Cone Beam X-Ray Luminescence Computed Tomography: A Feasibility Study. 2891-2902 - Xiangrui Yin, Jean-Louis Coatrieux, Qianlong Zhao, Jin Liu, Wei Yang, Jian Yang, Guotao Quan, Yang Chen, Huazhong Shu, Limin Luo:
Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging. 2903-2913 - Sérgio Pereira, Adriano Pinto, Joana Amorim, Alexandrine Ribeiro, Victor Alves, Carlos A. Silva:
Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks. 2914-2925 - Haoran Jin, Ruochong Zhang, Siyu Liu, Yuanjin Zheng:
Fast and High-Resolution Three-Dimensional Hybrid-Domain Photoacoustic Imaging Incorporating Analytical-Focused Transducer Beam Amplitude. 2926-2936 - Dong Liu, Jiangfeng Du:
A Moving Morphable Components Based Shape Reconstruction Framework for Electrical Impedance Tomography. 2937-2948
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