TMI - volume 38 - 2019 论文列表 |
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Volume 38, Number 12, December 2019
Haoran Jin Ruochong Zhang Siyu Liu Yuanjin Zheng
Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks.Sérgio Pereira Adriano Pinto Joana Amorim Alexandrine Ribeiro Victor Alves Carlos A. Silva
Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging.Xiangrui Yin Jean-Louis Coatrieux Qianlong Zhao Jin Liu Wei Yang Jian Yang Guotao Quan Yang Chen Huazhong Shu Limin Luo
Principal Component Analysis Based Dynamic Cone Beam X-Ray Luminescence Computed Tomography: A Feasibility Study.Huangsheng Pu Peng Gao Yang Liu Junyan Rong Feng Shi Hongbing Lu
nCREANN: Nonlinear Causal Relationship Estimation by Artificial Neural Network; Applied for Autism Connectivity Study.Nasibeh Talebi Ali Motie Nasrabadi Iman Mohammad Rezazadeh Robert Coben
Development of Positron Emission Tomography With Wobbling and Zooming for High Sensitivity and High-Resolution Molecular Imaging.Zang-Hee Cho Young-Don Son Hang-Keun Kim Dae Hyuk Kwon Yo-Han Joo Jong Beom Ra Yong Choi Young-Bo Kim
Endoscopic Vision Augmentation Using Multiscale Bilateral-Weighted Retinex for Robotic Surgery.Xiongbiao Luo Hui-Qing Zeng Ying Wan Xiao-Bin Zhang Yan-Ping Du Terry M. Peters
Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments.Youyi Song Lei Zhu Jing Qin Baiying Lei Bin Sheng Kup-Sze Choi
Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space.Geng Chen Bin Dong Yong Zhang Weili Lin Dinggang Shen Pew-Thian Yap
Transcranial Direct Current Stimulation Alters Functional Network Structure in Humans: A Graph Theoretical Analysis.Michaela Ruttorf Stephanie Kristensen Lothar R. Schad Jorge Almeida
Fast Adaptive Smoothing and Thresholding for Improved Activation Detection in Low-Signal fMRI.Israel Almodóvar-Rivera Ranjan Maitra
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders.Mehran Pesteie Purang Abolmaesumi Robert N. Rohling
Toward Automated 3D Spine Reconstruction from Biplanar Radiographs Using CNN for Statistical Spine Model Fitting.Benjamin Aubert Carlos Vázquez Thierry Cresson Stefan Parent Jacques A. de Guise
Image-Based Gating of Intravascular Ultrasound Sequences Using the Phase Information of Dual-Tree Complex Wavelet Transform Coefficients.Nima Torbati Ahmad Ayatollahi Parham Sadeghipour
In Vivo Measurement of Brain Tissue Response After Irradiation: Comparison of T2 Relaxation, Apparent Diffusion Coefficient, and Electrical Conductivity.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
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound.Yi Wang Dong Ni Haoran Dou Xiaowei Hu Lei Zhu Xin Yang Ming Xu Jing Qin Pheng-Ann Heng Tianfu Wang
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging.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
Combining Total Variation Regularization with Window-Based Time Delay Estimation in Ultrasound Elastography.Morteza Mirzaei Amir Asif Hassan Rivaz
X-Ray Fluorescence Computed Tomography Induced by Photon, Electron, and Proton Beams.Chelsea A. S. Dunning Magdalena Bazalova-Carter
Adaptive Gaussian Weighted Laplace Prior Regularization Enables Accurate Morphological Reconstruction in Fluorescence Molecular Tomography.Hui Meng Kun Wang Yuan Gao Yushen Jin Xibo Ma Jie Tian
Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks.Yoonmi Hong Jaeil Kim Geng Chen Weili Lin Pew-Thian Yap Dinggang Shen
Volume 38, Number 11, November 2019
Zhuoran Jiang Yingxuan Chen Yawei Zhang Yun Ge Fang-Fang Yin Lei Ren
SNR-Adaptive OCT Angiography Enabled by Statistical Characterization of Intensity and Decorrelation With Multi-Variate Time Series Model.Luzhe Huang Yiming Fu Ruixiang Chen Shanshan Yang Haixia Qiu Xining Wu Shiyong Zhao Ying Gu Peng Li
Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping.Long Chen Miaoyan Wang Xu Zhang Michael Zhang Yucheng Hu Zuoqiang Shi Peng Xi Juntao Gao
Multi-Exponential Relaxometry Using ℓ1-Regularized Iterative NNLS (MERLIN) With Application to Myelin Water Fraction Imaging.Markus Zimmermann Ana-Maria Oros-Peusquens Elene Iordanishvili Seonyeong Shin Seong Dae Yun Zaheer Abbas N. Jon Shah
Detection of Regional Mechanical Activation of the Left Ventricular Myocardium Using High Frame Rate Ultrasound Imaging.Kaja F. Kvåle Jørn Bersvendsen Espen W. Remme Sebastien Salles John M. Aalen Pål H. Brekke Thor Edvardsen Eigil Samset
An Evaluation of Atlas Selection Methods for Atlas-Based Automatic Segmentation in Radiotherapy Treatment Planning.Bas Schipaanboord Djamal Boukerroui Devis Peressutti Johan van Soest Tim Lustberg Andre Dekker Wouter van Elmpt Mark J. Gooding
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning.Jamshid Sourati Ali Gholipour Jennifer G. Dy Xavier Tomas-Fernandez Sila Kurugol Simon K. Warfield
Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection.Yao Xue Gilbert Bigras Judith Hugh Nilanjan Ray
Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring. Convolutional Sparse Coding for Compressed Sensing CT Reconstruction.Peng Bao Huaiqiang Sun Zhangyang Wang Yi Zhang Wenjun Xia Kang Yang Weiyan Chen Mianyi Chen Yan Xi Shanzhou Niu Jiliu Zhou He Zhang
TeTrIS: Template Transformer Networks for Image Segmentation With Shape Priors.Matthew C. H. Lee Kersten Petersen Nick Pawlowski Ben Glocker Michiel Schaap
Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error.Sandesh Ghimire John L. Sapp B. Milan Horácek Linwei Wang
Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks.Yulei Qin Juan Wen Hao Zheng Xiaolin Huang Jie Yang Ning Song Yue-Min Zhu Lingqian Wu Guang-Zhong Yang
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge.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
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features.Shervin Minaee Yao Wang Alp Aygar Sohae Chung Xiuyuan Wang Yvonne W. Lui Els Fieremans Steven Flanagan Joseph Rath
B-Spline-Based Sharp Feature Preserving Shape Reconstruction Approach for Electrical Impedance Tomography.Dong Liu Danping Gu Danny Smyl Jiansong Deng Jiangfeng Du
Endless Fluctuations: Temporal Dynamics of the Amplitude of Low Frequency Fluctuations.Wei Liao Huafu Chen Jiao Li Gong-Jun Ji Guo-Rong Wu Zhiliang Long Qiang Xu Xujun Duan Qian Cui Bharat B. Biswal
Probing Surface-to-Volume Ratio of an Anisotropic Medium by Diffusion NMR with General Gradient Encoding.Nicolas Moutal Ivan I. Maximov Denis S. Grebenkov
Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet.Ruiming Cao Amirhossein Mohammadian Bajgiran Sohrab Afshari Mirak Sepideh Shakeri Xinran Zhong Dieter Enzmann Steven S. Raman Kyung Hyun Sung
Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation.Volume 38, Number 10, October 2019
Yinsheng Li Ke Li Chengzhu Zhang Juan C. Montoya Guang-Hong Chen
Approximating the Ideal Observer and Hotelling Observer for Binary Signal Detection Tasks by Use of Supervised Learning Methods.Weimin Zhou Hua Li Mark A. Anastasio
Understanding the Combined Effect of k-Space Undersampling and Transient States Excitation in MR Fingerprinting Reconstructions.Christiaan C. Stolk Alessandro Sbrizzi
A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images.Clément Playout Renaud Duval Farida Cheriet
The Cortical Network of Emotion Regulation: Insights From Advanced EEG-fMRI Integration Analysis.Thinh Nguyen Tiantong Zhou Thomas Potter Ling Zou Yingchun Zhang
Latent Representation Learning for Alzheimer's Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data.Tao Zhou Mingxia Liu Kim-Han Thung Dinggang Shen
A Statistical Shape-Constrained Reconstruction Framework for Electrical Impedance Tomography.Shangjie Ren Kai Sun Dong Liu Feng Dong
Pulsed Excitation in Magnetic Particle Imaging.Zhi Wei Tay Daniel Hensley Jie Ma Prashant Chandrasekharan Bo Zheng Patrick W. Goodwill Steven M. Conolly
Deep Learning for Fast and Spatially Constrained Tissue Quantification From Highly Accelerated Data in Magnetic Resonance Fingerprinting.Zhenghan Fang Yong Chen Mingxia Liu Lei Xiang Qian Zhang Qian Wang Weili Lin Dinggang Shen
Correlation-Weighted Sparse Representation for Robust Liver DCE-MRI Decomposition Registration.Yujia Zhou Yuhang Sun Wei Yang Zhentai Lu Meiyan Huang Lijun Lu Yu Zhang Yanqiu Feng Wufan Chen Qianjin Feng
Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning.Wei Huang Mingyuan Luo Xi Liu Peng Zhang Huijun Ding Wufeng Xue Dong Ni
The Impulse Response of Negatively Focused Spherical Ultrasound Detectors and Its Effect on Tomographic Optoacoustic Reconstruction.Gilad Drozdov Ahiad Levi Amir Rosenthal
An Efficient Preconditioner for Stochastic Gradient Descent Optimization of Image Registration.Yuchuan Qiao Boudewijn P. F. Lelieveldt Marius Staring
Free-Breathing & Ungated Cardiac MRI Using Iterative SToRM (i-SToRM).Yasir Q. Mohsin Sunrita Poddar Mathews Jacob
Generative Adversarial Networks for Facilitating Stain-Independent Supervised and Unsupervised Segmentation: A Study on Kidney Histology.Michael Gadermayr Laxmi Gupta Vitus Appel Peter Boor Barbara Mara Klinkhammer Dorit Merhof
CE-Net: Context Encoder Network for 2D Medical Image Segmentation.Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang Liu
Hippocampus Segmentation Based on Iterative Local Linear Mapping With Representative and Local Structure-Preserved Feature Embedding.Shumao Pang Zhentai Lu Jun Jiang Lei Zhao Liyan Lin Xueli Li Tao Lian Meiyan Huang Wei Yang Qianjin Feng
A Global Method for Non-Rigid Registration of Cell Nuclei in Live Cell Time-Lapse Images. Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound.Marco Esposito Christoph Hennersperger Rüdiger Göbl Laurent Demaret Martin Storath Nassir Navab Maximilian Baust Andreas Weinmann
Volume 38, Number 9, September 2019
Yanna Cruz Cavalcanti Thomas Oberlin Nicolas Dobigeon Cédric Févotte Simon Stute Maria-Joao Ribeiro Clovis Tauber
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge.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
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment.Andres Diaz-Pinto Adrián Colomer Valery Naranjo Sandra Morales Yanwu Xu Alejandro F. Frangi
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography.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
High-Contrast, Low-Cost, 3-D Visualization of Skin Cancer Using Ultra-High-Resolution Millimeter-Wave Imaging.Amir Mirbeik-Sabzevari Erin Oppelaar Robin Ashinoff Negar Tavassolian
Shape Optimization of an Electric Dipole Array for 7 Tesla Neuroimaging.Ian R. O'Connell Ravi S. Menon
Learning a Probabilistic Model for Diffeomorphic Registration.Julian Krebs Hervé Delingette Boris Mailhé Nicholas Ayache Tommaso Mansi
Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach.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
Motion Correction in Optical Resolution Photoacoustic Microscopy.Huangxuan Zhao Ningbo Chen Tan Li Jianhui Zhang Riqiang Lin Xiaojing Gong Liang Song Zhicheng Liu Chengbo Liu
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT.Bob D. de Vos Jelmer M. Wolterink Tim Leiner Pim A. de Jong Nikolas Leßmann Ivana Isgum
A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction.Yizun Lin Charles Ross Schmidtlein Qia Li Si Li Yuesheng Xu
Capacitively Coupled Electrical Impedance Tomography for Brain Imaging.Yandan Jiang Manuchehr Soleimani
Attention Residual Learning for Skin Lesion Classification.Jianpeng Zhang Yutong Xie Yong Xia Chunhua Shen
Quantification of Ventilation and Gas Uptake in Free-Breathing Mice With Hyperpolarized 129Xe MRI.Luis A. Loza Stephen J. Kadlecek Mehrdad Pourfathi Hooman Hamedani Ian F. Duncan Kai Ruppert Rahim R. Rizi
Fast System Calibration With Coded Calibration Scenes for Magnetic Particle Imaging.Serhat Ilbey Can Baris Top Alper Güngör Tolga Çukur Emine Ulku Saritas H. Emre Güven
A Universal Intensity Standardization Method Based on a Many-to-One Weak-Paired Cycle Generative Adversarial Network for Magnetic Resonance Images.Yuan Gao Yingchao Liu Yuanyuan Wang Zhifeng Shi Jinhua Yu
Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection.Mohammad Tofighi Tiantong Guo Jairam K. P. Vanamala Vishal Monga
Handheld Photoacoustic Imager for Theranostics in 3D.Siyu Liu Xiaohua Feng Haoran Jin Ruochong Zhang Yunqi Luo Zesheng Zheng Fei Gao Yuanjin Zheng
3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain.Zalan Rajna Lauri Raitamaa Timo Tuovinen Janne Heikkilä Vesa Kiviniemi Tapio Seppänen
A Statistical Model for Rigid Image Registration Performance: The Influence of Soft-Tissue Deformation as a Confounding Noise Source.Michael D. Ketcha Tharindu De Silva Runze Han Ali Uneri Sebastian Vogt Gerhard Kleinszig Jeffrey H. Siewerdsen
Ultrafast 3D Ultrasound Localization Microscopy Using a 32 × 32 Matrix Array.Baptiste Heiles Mafalda Correia Vincent Hingot Mathieu Pernot Jean Provost Mickaël Tanter Olivier Couture
Volume 38, Number 8, August 2019
Chen Gong N. Benjamin Erichson John P. Kelly Laura C. Trutoiu Brian T. Schowengerdt Steven L. Brunton Eric J. Seibel
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.Yongfeng Gao Zhengrong Liang William Moore Hao Zhang Marc J. Pomeroy John A. Ferretti Thomas V. Bilfinger Jianhua Ma Hongbing Lu
Deep Q Learning Driven CT Pancreas Segmentation With Geometry-Aware U-Net.Yunze Man Yangsibo Huang Junyi Feng Xi Li Fei Wu
Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification.Leyuan Fang Chong Wang Shutao Li Hossein Rabbani Xiangdong Chen Zhimin Liu
Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection.Huangjing Lin Hao Chen Simon Graham Qi Dou Nasir M. Rajpoot Pheng-Ann Heng
Fractional Regularization to Improve Photoacoustic Tomographic Image Reconstruction.Jaya Prakash Dween Sanny Sandeep Kumar Kalva Manojit Pramanik Phaneendra K. Yalavarthy
A Multiscale Ray-Shooting Model for Termination Detection of Tree-Like Structures in Biomedical Images.Min Liu Weixun Chen Chao Wang Hanchuan Peng
Objective Detection of Eloquent Axonal Pathways to Minimize Postoperative Deficits in Pediatric Epilepsy Surgery Using Diffusion Tractography and Convolutional Neural Networks.Haotian Xu Ming Dong Min-Hee Lee Noel O'Hara Eishi Asano Jeong-Won Jeong
Formulation and Efficient Computation of ${\ell}_{\textsf{1}}$ - and Smoothness Penalized Estimates for Microstructure-Informed Tractography.Helen Schomburg Thorsten Hohage
Efficient Multiple Organ Localization in CT Image Using 3D Region Proposal Network.Xuanang Xu Fugen Zhou Bo Liu Dongshan Fu Xiangzhi Bai
Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference.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
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge.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
Mapping Biological Current Densities With Ultrafast Acoustoelectric Imaging: Application to the Beating Rat Heart.Beatrice Berthon Alexandre Behaghel Philippe Mateo Pierre-Marc Dansette Hugues Favre Nathalie Ialy-Radio Mickaël Tanter Mathieu Pernot Jean Provost
A Generalized Structured Low-Rank Matrix Completion Algorithm for MR Image Recovery.Yue Hu Xiaohan Liu Mathews Jacob
Efficient 3D Low-Discrepancy ${k}$ -Space Sampling Using Highly Adaptable Seiffert Spirals.Tobias Speidel Patrick Metze Volker Rasche
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss.Fatemeh Taheri Dezaki Zhibin Liao Christina Luong Hany Girgis Neeraj Dhungel Amir H. Abdi Delaram Behnami Ken Gin Robert Rohling Purang Abolmaesumi Teresa Tsang
Robust Non-Rigid Motion Compensation of Free-Breathing Myocardial Perfusion MRI Data.Cian M. Scannell Adriana D. M. Villa Jack Lee Marcel Breeuwer Amedeo Chiribiri
Robust Single-Shot T2 Mapping via Multiple Overlapping-Echo Acquisition and Deep Neural Network.Jun Zhang Jian Wu Shaojian Chen Zhiyong Zhang Shuhui Cai Congbo Cai Zhong Chen
VoxelMorph: A Learning Framework for Deformable Medical Image Registration.Guha Balakrishnan Amy Zhao Mert R. Sabuncu John V. Guttag Adrian V. Dalca
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches.Sarfaraz Hussein Pujan Kandel Candice W. Bolan Michael B. Wallace Ulas Bagci
Volume 38, Number 7, July 2019
Lampros Theodorakis G. Loudos V. Prassopoulos Constantine Kappas Ioannis Tsougos Panagiotis Georgoulias
Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis.Biting Yu Luping Zhou Lei Wang Yinghuan Shi Jurgen Fripp Pierrick Bourgeat
Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition.Geng Chen Dehui Xiang Bin Zhang Haihong Tian Xiaoling Yang Fei Shi Weifang Zhu Bei Tian Xinjian Chen
Manhattan Distance-Based Adaptive 3D Transform-Domain Collaborative Filtering for Laser Speckle Imaging of Blood Flow.Weimin Cheng Xuan Zhu Xiao Chen Miaowen Li Jinling Lu Pengcheng Li
Extraction of Time-Varying Spatiotemporal Networks Using Parameter-Tuned Constrained IVA.Suchita Bhinge Rami Mowakeaa Vince D. Calhoun Tülay Adali
Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI.Lutfi Kerem Senel Toygan Kilic Alper Gungor Emre Kopanoglu H. Emre Guven Emine Ulku Saritas Aykut Koç Tolga Çukur
Multi-covariate Imaging of Sub-resolution Targets.Matthew R. Morgan Gregg E. Trahey William F. Walker
Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI.Mohammad Shahdloo Efe Ilicak Mohammad Tofighi Emine Ulku Saritas A. Enis Çetin Tolga Çukur
A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging.King Chung Ho William Speier Haoyue Zhang Fabien Scalzo Suzie El-Saden Corey W. Arnold
PET Image Reconstruction Using Deep Image Prior.Kuang Gong Ciprian Catana Jinyi Qi Quanzheng Li
PET Reconstruction of the Posterior Image Probability, Including Multimodal Images.Marina Filipovic Eric Barat Thomas Dautremer Claude Comtat Simon Stute
MR Image Reconstruction Using Deep Density Priors.Kerem Can Tezcan Christian F. Baumgartner Roger Luechinger Klaas P. Pruessmann Ender Konukoglu
Design and Demonstration of a Configurable Imaging Platform for Combined Laser, Ultrasound, and Elasticity Imaging.Heechul Yoon Yiying I. Zhu Steven K. Yarmoska Stanislav Y. Emelianov
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.Adam van Niekerk Ernesta M. Meintjes André J. W. van der Kouwe
Multi-Site Harmonization of Diffusion MRI Data via Method of Moments.Khoi Minh Huynh Geng Chen Ye Wu Dinggang Shen Pew-Thian Yap
A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography.Majd Zreik Robbert W. van Hamersvelt Jelmer M. Wolterink Tim Leiner Max A. Viergever Ivana Isgum
Fast Robust Dejitter and Interslice Discontinuity Removal in MRI Phase Acquisitions: Application to Magnetic Resonance Elastography.Eric Barnhill Mila Nikolova Cemre Ariyurek Florian Dittmann Jürgen Braun Ingolf Sack
Conductivity Tensor Imaging of In Vivo Human Brain and Experimental Validation Using Giant Vesicle Suspension.Nitish Katoch Bup Kyung Choi Saurav Z. K. K. Sajib EunAh Lee Hyung Joong Kim Ohin Kwon Eung Je Woo
Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies.Jens Petersen Andrés M. Arias Lorza Raghavendra Selvan Daniel Bos Aad van der Lugt Jesper Johannes Holst Pedersen Mads Nielsen Marleen de Bruijne
OEDIPUS: An Experiment Design Framework for Sparsity-Constrained MRI.Volume 38, Number 6, June 2019
Youyi Song Ee-Leng Tan Xudong Jiang Jie-Zhi Cheng Baiying Lei Tianfu Wang
Prior-Guided Metal Artifact Reduction for Iterative X-Ray Computed Tomography.Zhiqian Chang Dong Hye Ye Somesh Srivastava Jean-Baptiste Thibault Ken D. Sauer Charles A. Bouman
A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT.Janka Hatvani Adrian Basarab Jean-Yves Tourneret Miklós Gyöngy Denis Kouame
Confidence Interval Constraint-Based Regularization Framework for PET Quantization.Florentin Kucharczak F. Ben Bouallegue Olivier Strauss Denis Mariano-Goulart
Weakly Supervised Lesion Detection From Fundus Images.Renzhen Wang Benzhi Chen Deyu Meng Lisheng Wang
Deformable Image Registration Using Functions of Bounded Deformation. Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns.Ha Tran Hong Phan Ashnil Kumar David Feng Michael J. Fulham Jinman Kim
Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging.Albert Juan Ramon Yongyi Yang P. Hendrik Pretorius Karen L. Johnson Michael A. King Miles N. Wernick
DukeSim: A Realistic, Rapid, and Scanner-Specific Simulation Framework in Computed Tomography.Ehsan Abadi Brian P. Harrawood Shobhit Sharma Anuj J. Kapadia William Paul Segars Ehsan Samei
Connectome Smoothing via Low-Rank Approximations.Runze Tang Michael D. Ketcha Alexandra Badea Evan D. Calabrese Daniel S. Margulies Joshua T. Vogelstein Carey E. Priebe Daniel L. Sussman
Monte Carlo Simulations of Water Exchange Through Myelin Wraps: Implications for Diffusion MRI.Lorenza Brusini Gloria Menegaz Markus Nilsson
Monitoring Acute Stroke Progression: Multi-Parametric OCT Imaging of Cortical Perfusion, Flow, and Tissue Scattering in a Mouse Model of Permanent Focal Ischemia.Woo June Choi Yuandong Li Ruikang K. Wang
Automatic Resonance Frequency Retuning of Stretchable Liquid Metal Receive Coil for Magnetic Resonance Imaging.Andreas Mehmann Christian Vogt Matija Varga Andreas Port Jonas Reber Josip Marjanovic Klaas Paul Pruessmann Benjamin Sporrer Qiuting Huang Gerhard Tröster
Toward Electrical Impedance Tomography Coupled Ultrasound Imaging for Assessing Muscle Health.Ethan K. Murphy Joseph Skinner Maria Martucci Seward B. Rutkove Ryan J. Halter
Flexible Locally Weighted Penalized Regression With Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores.Peiyao Wang Yufeng Liu Dinggang Shen
A Mechanical Approach for Smooth Surface Fitting to Delineate Vessel Walls in Optical Coherence Tomography Images.Max L. Olender Lambros S. Athanasiou Jose M. de la Torre Hernandez Eyal Ben-Assa Farhad Rikhtegar Nezami Elazer R. Edelman
Direct Estimation of Voxel-Wise Neurotransmitter Response Maps From Dynamic PET Data.Georgios I. Angelis John E. Gillam William J. Ryder Roger R. Fulton Steven R. Meikle
A Robust Method to Estimate the Time Constant of Elastographic Parameters.Md Tauhidul Islam Anuj Chaudhry Raffaella Righetti
SEGUE: A Speedy rEgion-Growing Algorithm for Unwrapping Estimated Phase. Motion Quantification and Automated Correction in Clinical RSOM.Juan Aguirre Andrei Berezhnoi Hailong He Mathias Schwarz Benedikt Hindelang Murad Omar Vasilis Ntziachristos
3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis.Yan Wang Luping Zhou Biting Yu Lei Wang Chen Zu David S. Lalush Weili Lin Xi Wu Jiliu Zhou Dinggang Shen
Automatic Spatial Calibration of Ultra-Low-Field MRI for High-Accuracy Hybrid MEG-MRI.Volume 38, Number 5, May 2019
Neeraj Kumar Phani Krishna Uppala Karthik Duddu Hari Sreedhar Vishal K. Varma Grace Guzman Michael J. Walsh Amit Sethi
Spatial and Temporal Heterogeneities of Capillary Hemodynamics and Its Functional Coupling During Neural Activation.Wei Wei Yuandong Li Zhiying Xie Anthony J. Deegan Ruikang K. Wang
Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students.Anne Grote Nadine S. Schaadt Germain Forestier Cédric Wemmert Friedrich Feuerhake
A Higher-Order Polynomial Method for SPECT Reconstruction. Optimal Dual-VENC Unwrapping in Phase-Contrast MRI.Hugo Carrillo Axel Osses Sergio Uribe Cristóbal Bertoglio
Reconstruction-Aware Imaging System Ranking by Use of a Sparsity-Driven Numerical Observer Enabled by Variational Bayesian Inference.Yujia Chen Yang Lou Kun Wang Matthew A. Kupinski Mark A. Anastasio
Highly and Adaptively Undersampling Pattern for Pulmonary Hyperpolarized 129Xe Dynamic MRI.Sa Xiao He Deng Caohui Duan Junshuai Xie Haidong Li Xianping Sun Chaohui Ye Xin Zhou
Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification.Yang Li Hao Yang Baiying Lei Jingyu Liu Chong-Yaw Wee
Assessing Reliability of Myocardial Blood Flow After Motion Correction With Dynamic PET Using a Bayesian Framework.Antoine Saillant Ian Armstrong Vijay P. Shah Sven Zuehlsdorff Charles Hayden Jérôme Declerck Kimberley Saint Matthew Memmott Mark Jenkinson Michael A. Chappell
Deep Sequential Segmentation of Organs in Volumetric Medical Scans.Alexey A. Novikov David Major Maria Wimmer Dimitrios Lenis Katja Bühler
Synthesizing Chest X-Ray Pathology for Training Deep Convolutional Neural Networks.Hojjat Salehinejad Errol Colak Tim Dowdell Joseph Barfett Shahrokh Valaee
Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks.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
Learning Domain Shift in Simulated and Clinical Data: Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms. Backprojection Filtration Image Reconstruction Approach for Reducing High-Density Object Artifacts in Digital Breast Tomosynthesis.Hyeongseok Kim Jongha Lee Jeongtae Soh Jonghwan Min Young-Wook Choi Seungryong Cho
Data-Driven Elasticity Imaging Using Cartesian Neural Network Constitutive Models and the Autoprogressive Method.Cameron Hoerig Jamshid Ghaboussi Michael F. Insana
Unsupervised Feature Extraction via Deep Learning for Histopathological Classification of Colon Tissue Images.Can Taylan Sari Cigdem Gunduz Demir
Learning-Based Quality Control for Cardiac MR Images.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
HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation.Jose Dolz Karthik Gopinath Jing Yuan Herve Lombaert Christian Desrosiers Ismail Ben Ayed
Structure-Based Intensity Propagation for 3-D Brain Reconstruction With Multilayer Section Microscopy.Haoyi Liang Natalia Dabrowska Jaideep Kapur Daniel S. Weller
Pulmonary CT Registration Through Supervised Learning With Convolutional Neural Networks.Volume 38, Number 4, April 2019
Weiwen Wu Fenglin Liu Yanbo Zhang Qian Wang Hengyong Yu
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations.Andru Putra Twinanda Gaurav Yengera Didier Mutter Jacques Marescaux Nicolas Padoy
Recognizing Brain States Using Deep Sparse Recurrent Neural Network.Han Wang Shijie Zhao Qinglin Dong Yan Cui Yaowu Chen Junwei Han Li Xie Tianming Liu
Evaluation of a Quantitative Method for Carpal Motion Analysis Using Clinical 3-D and 4-D CT Protocols.Johannes G. G. Dobbe Marieke G. A. de Roo Jim C. Visschers Simon D. Strackee Geert J. Streekstra
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data.Philipp Seeböck Sebastian M. Waldstein Sophie Klimscha Hrvoje Bogunovic Thomas Schlegl Bianca S. Gerendas Rene Donner Ursula Schmidt-Erfurth Georg Langs
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy.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
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth.Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao Albert Assad Tamara K. Moyo Michael R. Savona Richard G. Abramson Bennett A. Landman
Geometric Validation of Continuous, Finely Sampled 3-D Reconstructions From aOCT and CT in Upper Airway Models.Hillel B. Price Julia S. Kimbell Ruofei Bu Amy L. Oldenburg
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT.Yutong Xie Yong Xia Jianpeng Zhang Yang Song Dagan Feng Michael J. Fulham Weidong Cai
Calibration-Free B0 Correction of EPI Data Using Structured Low Rank Matrix Recovery.Arvind Balachandrasekaran Merry Mani Mathews Jacob
Robust Energy Calibration Technique for Photon Counting Spectral Detectors.Stefano Vespucci Chan Soo Park Raul Torrico Mini Das
Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging.Milana Gataric George S. D. Gordon Francesco Renna Alberto Gil C. P. Ramos Maria P. Alcolea Sarah E. Bohndiek
Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images.Wenyuan Li Jiayun Li Karthik V. Sarma King Chung Ho Shiwen Shen Beatrice S. Knudsen Arkadiusz Gertych Corey W. Arnold
Efficient Joint Image Reconstruction of Multi-Patch Data Reusing a Single System Matrix in Magnetic Particle Imaging.Patryk Szwargulski Martin Möddel Nadine Gdaniec Tobias Knopp
Deep Geodesic Learning for Segmentation and Anatomical Landmarking.Neslisah Torosdagli Denise K. Liberton Payal Verma Murat Sincan Janice S. Lee Ulas Bagci
Infant Brain Development Prediction With Latent Partial Multi-View Representation Learning.Changqing Zhang Ehsan Adeli Zhengwang Wu Gang Li Weili Lin Dinggang Shen
Local Phase Velocity Based Imaging: A New Technique Used for Ultrasound Shear Wave Elastography.Piotr Kijanka Matthew W. Urban
Separating Touching Cells Using Pixel Replicated Elliptical Shape Models.Mark R. Winter Walter C. Mankowski Eric Wait Edgar Cardenas De La Hoz Angeline Aguinaldo Andrew R. Cohen
Phase Linearity Measurement: A Novel Index for Brain Functional Connectivity.Fabio Baselice Antonietta Sorriso Rosaria Rucco Pierpaolo Sorrentino
Volume 38, Number 3, March 2019
Carlos Castilla Martin Maska Dmitry V. Sorokin Erik Meijering Carlos Ortiz-de-Solorzano
Optimal Experiment Design for Magnetic Resonance Fingerprinting: Cramér-Rao Bound Meets Spin Dynamics.Bo Zhao Justin P. Haldar Congyu Liao Dan Ma Yun Jiang Mark A. Griswold Kawin Setsompop Lawrence L. Wald
Learning Compact ${q}$ -Space Representations for Multi-Shell Diffusion-Weighted MRI.Daan Christiaens Lucilio Cordero-Grande Jana Hutter Anthony N. Price Maria Deprez Joseph V. Hajnal Jacques-Donald Tournier
A Flexible and Modular Receiver Coil Array for Magnetic Resonance Imaging.Jhy-Neng Tasso Yeh Jo-Fu Lotus Lin Yi-Tien Li Fa-Hsuan Lin
Dynamic Atlas-Based Segmentation and Quantification of Neuromelanin-Rich Brainstem Structures in Parkinson Disease.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
Accurate Iterative FBP Reconstruction Method for Material Decomposition of Dual Energy CT.Mengfei Li Yunsong Zhao Peng Zhang
Transfer Recurrent Feature Learning for Endomicroscopy Image Recognition.Yun Gu Khushi Vyas Jie Yang Guang-Zhong Yang
a-f BLAST: Non-Iterative Radial k-t BLAST Reconstruction for Real-Time Imaging.Madison Kretzler Jesse I. Hamilton Mark A. Griswold Nicole Seiberlich
Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images.Seung Yeon Shin Soochahn Lee Il Dong Yun Sun Mi Kim Kyoung Mu Lee
Automated Quantification of Bileaflet Mechanical Heart Valve Leaflet Angles in CT Images.Ioannis Androulakis Marguerite E. Faure Ricardo P. J. Budde Theo van Walsum
Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation.Nora Ouzir Adrian Basarab Olivier Lairez Jean-Yves Tourneret
A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI.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 Convergence Proof of MLEM and MLEM-3 With Fixed Background. Establishment of an Automated Algorithm Utilizing Optical Coherence Tomography and Micro-Computed Tomography Imaging to Reconstruct the 3-D Deformed Stent Geometry.Mark R. Elliott Dan Kim David S. Molony Liam Morris Habib Samady Sarang Joshi Lucas H. Timmins
Scan-Time Corrections for 80-100-min Standardizetd Uptake Volume Ratios to Measure the 18F-AV-1451 Tracer for Tau Imaging.Mark He Suzanne L. Baker Vyoma D. Shah Samuel N. Lockhart William J. Jagust
Breast Cancer Diagnosis in Digital Breast Tomosynthesis: Effects of Training Sample Size on Multi-Stage Transfer Learning Using Deep Neural Nets.Ravi K. Samala Heang-Ping Chan Lubomir M. Hadjiiski Mark A. Helvie Caleb D. Richter Kenny H. Cha
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation.Kuang Gong Jiahui Guan Kyung Sang Kim Xuezhu Zhang Jaewon Yang Youngho Seo Georges El Fakhri Jinyi Qi Quanzheng Li
High Temporal-Resolution Dynamic PET Image Reconstruction Using a New Spatiotemporal Kernel Method. A Dual-Mode Imaging Catheter for Intravascular Ultrasound Application.Jiehan Hong Min Su Yanyan Yu Zhiqiang Zhang Rong Liu Yaocai Huang Peitian Mu Hairong Zheng Weibao Qiu
Volume 38, Number 2, February 2019
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
Learning Cross-Modality Representations From Multi-Modal Images.Gijs van Tulder Marleen de Bruijne
A Novel Data-Driven Cardiac Gating Signal Extraction Method for PET.Tao Feng Jizhe Wang Yun Dong Jun Zhao Hongdi Li
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer TMA.Jingxin Liu Bolei Xu Chi Zheng Yuanhao Gong Jon Garibaldi Daniele Soria Andrew R. Green Ian O. Ellis Wenbin Zou Guoping Qiu
Dynamic Hyper-Graph Inference Framework for Computer-Assisted Diagnosis of Neurodegenerative Diseases.Yingying Zhu Xiaofeng Zhu Minjeong Kim Jin Yan Daniel Kaufer Guorong Wu
Segmenting the Brain Surface From CT Images With Artifacts Using Locally Oriented Appearance and Dictionary Learning.John A. Onofrey Lawrence H. Staib Xenophon Papademetris
Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks.Kelei He Xiaohuan Cao Yinghuan Shi Dong Nie Yang Gao Dinggang Shen
Suspicious-Region Segmentation From Breast Thermogram Using DLPE-Based Level Set Method.Sourav Pramanik Debapriya Banik Debotosh Bhattacharjee Mita Nasipuri Mrinal Kanti Bhowmik Gautam Majumdar
Improved Photoacoustic-Based Oxygen Saturation Estimation With SNR-Regularized Local Fluence Correction.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
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge.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
Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks.Abhijit Guha Roy Nassir Navab Christian Wachinger
Noninvasive Activation Imaging of Ventricular Arrhythmias by Spatial Gradient Sparse in Frequency Domain - Application to Mapping Reentrant Ventricular Tachycardia.Ting Yang Steven M. Pogwizd Gregory P. Walcott Long Yu Bin He
Fully Automatic Left Atrium Segmentation From Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network.Zhaohan Xiong Vadim V. Fedorov Xiaohang Fu Elizabeth Cheng Rob S. MacLeod Jichao Zhao
Medical Image Imputation From Image Collections.Adrian V. Dalca Katherine L. Bouman William T. Freeman Natalia S. Rost Mert R. Sabuncu Polina Golland
Consistent Estimation of Dimensionality for Data-Driven Methods in fMRI Analysis.Abd-Krim Seghouane Navid Shokouhi
Intra-Arterial Image Guidance With Optical Frequency Domain Reflectometry Shape Sensing.Francois Parent Maxime Gerard Frederic Monet Sebastien Loranger Gilles Soulez Raman Kashyap Samuel Kadoury
Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration.Seyed Sadegh Mohseni Salehi Shadab Khan Deniz Erdogmus Ali Gholipour
Robust, Intrinsic Tracking of a Laparoscopic Ultrasound Probe for Ultrasound-Augmented Laparoscopy.Uditha L. Jayarathne Elvis C. S. Chen John Moore Terry M. Peters
Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map.Peter Naylor Marick Lae Fabien Reyal Thomas Walter
Hierarchical Convolutional Neural Networks for Segmentation of Breast Tumors in MRI With Application to Radiogenomics.Jun Zhang Ashirbani Saha Zhe Zhu Maciej A. Mazurowski
Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks.Nils Gessert Matthias Lutz Markus Heyder Sarah Latus David M. Leistner Youssef S. Abdelwahed Alexander Schlaefer
An Automatic Regularization Method: An Application for 3-D X-Ray Micro-CT Reconstruction Using Sparse Data.Zenith Purisha Sakari S. Karhula Juuso H. Ketola Juho Rimpelainen Miika T. Nieminen Simo Saarakkala Heikki Kroger Samuli Siltanen
Statistical Shape Model to Generate a Planning Library for Cervical Adaptive Radiotherapy.Bastien Rigaud Antoine Simon Maxime Gobeli Julie Leseur Loig Duverge Danièle Williaume Joël Castelli Caroline Lafond Oscar Acosta Pascal Haigron Renaud de Crevoisier
MoDL: Model-Based Deep Learning Architecture for Inverse Problems.Hemant Kumar Aggarwal Merry P. Mani Mathews Jacob
CBCT of a Moving Sample From X-Rays and Multiple Videos. Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction.Ji He Yan Yang Yongbo Wang Dong Zeng Zhaoying Bian Hao Zhang Jian Sun Zongben Xu Jianhua Ma
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization.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
CONtrast Conformed Electrical Properties Tomography (CONCEPT) Based on Multi- Channel Transmission and Alternating Direction Method of Multipliers. An Empirical Data Inconsistency Metric (DIM) Driven CT Image Reconstruction Method. Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning.Volume 38, Number 1, January 2019
Jingyuan Lyu Ukash Nakarmi Dong Liang Jinhua Sheng Leslie Ying
Sensitivity and Specificity Estimation Using Patient-Specific Microwave Imaging in Diverse Experimental Breast Phantoms.Declan O'Loughlin Barbara Luz Oliveira Adam Santorelli Emily Porter Martin Glavin Edward Jones Milica Popovic Martin O'Halloran
Robust Recovery of Temporal Overlap Between Network Activity Using Transient-Informed Spatio-Temporal Regression.Daniela Zöller Thomas William Arthur Bolton Fikret Isik Karahanoglu Stephan Eliez Marie Schaer Dimitri Van De Ville
Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction.Chen Qin Jo Schlemper Jose Caballero Anthony N. Price Joseph V. Hajnal Daniel Rueckert
Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks.Junjie Hu Yuanyuan Chen Jie Zhong Rong Ju Zhang Yi
Automatically Determining the Confocal Parameters From OCT B-Scans for Quantification of the Attenuation Coefficients.Nicholas Dwork Gennifer T. Smith Theodore Leng John M. Pauly Audrey K. Bowden
A Novel 2-D Synthetic Aperture Focusing Technique for Acoustic-Resolution Photoacoustic Microscopy.Seungwan Jeon Jihoon Park Ravi Managuli Chulhong Kim
Tumor Detection in Automated Breast Ultrasound Using 3-D CNN and Prioritized Candidate Aggregation.Tsung-Chen Chiang Yao-Sian Huang Rong-Tai Chen Chiun-Sheng Huang Ruey-Feng Chang
Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees.Stefano Moriconi Maria A. Zuluaga Hans Rolf Jäger Parashkev Nachev Sébastien Ourselin M. Jorge Cardoso
Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning.Annegreet van Opbroek Hakim C. Achterberg Meike W. Vernooij Marleen de Bruijne
Nonlinear Thermoacoustic Imaging Based on Temperature-Dependent Thermoelastic Response.Fei Xu Zhong Ji Qun Chen Sihua Yang Da Xing
Resolving Ultrasound Contrast Microbubbles Using Minimum Variance Beamforming.Konstantinos Diamantis Tom Anderson Mairead B. Butler Carlos Armando Villagomez Hoyos Jørgen Arendt Jensen Vassilis Sboros
Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound.Xin Yang Lequan Yu Shengli Li Huaxuan Wen Dandan Luo Cheng Bian Jing Qin Dong Ni Pheng-Ann Heng
Deep Generative Adversarial Neural Networks for Compressive Sensing MRI.Morteza Mardani Enhao Gong Joseph Y. Cheng Shreyas S. Vasanawala Greg Zaharchuk Lei Xing John M. Pauly
FissureNet: A Deep Learning Approach For Pulmonary Fissure Detection in CT Images.Sarah E. Gerard Taylor J. Patton Gary E. Christensen John E. Bayouth Joseph M. Reinhardt
A Parametric Level Set-Based Approach to Difference Imaging in Electrical Impedance Tomography.Dong Liu Danny Smyl Jiangfeng Du
Multiple Resolution Residually Connected Feature Streams for Automatic Lung Tumor Segmentation From CT Images.Jue Jiang Yu-Chi Hu Chia-Ju Liu Darragh Halpenny Matthew D. Hellmann Joseph O. Deasy Gig S. Mageras Harini Veeraraghavan
Visualization of the Intensity Field of a Focused Ultrasound Source In Situ.Trong N. Nguyen Minh N. Do Michael L. Oelze
Spatially Adaptive Varying Correlation Analysis for Multimodal Neuroimaging Data.Lexin Li Jian Kang Samuel N. Lockhart Jenna Adams William J. Jagust
Optimization of the Trade-Off Between Speckle Reduction and Axial Resolution in Frequency Compounding.Yilei Li Yonatan Winetraub Orly Liba Adam de la Zerda Steven Chu
Can Atlas-Based Auto-Segmentation Ever Be Perfect? Insights From Extreme Value Theory.Bas Schipaanboord Djamal Boukerroui Devis Peressutti Johan van Soest Tim Lustberg Timor Kadir Andre Dekker Wouter van Elmpt Mark J. Gooding
Magnetoencephalography With Optically Pumped 4He Magnetometers at Ambient Temperature.Etienne Labyt Marie-Constance Corsi William Fourcault Augustin Palacios Laloy Francis Bertrand Francois Lenouvel Gilles Cauffet Matthieu Le Prado François Berger Sophie Morales
Live Tracking and Dense Reconstruction for Handheld Monocular Endoscopy.Nader Mahmoud Toby Collins Alexandre Hostettler Luc Soler Christophe Doignon José María Martínez Montiel
PAT - Probabilistic Axon Tracking for Densely Labeled Neurons in Large 3-D Micrographs.Henrik Skibbe Marco Reisert Ken Nakae Akiya Watakabe Junichi Hata Hiroaki Mizukami Hideyuki Okano Tetsuo Yamamori Shin Ishii
Toward Intra-Operative Prostate Photoacoustic Imaging: Configuration Evaluation and Implementation Using the da Vinci Research Kit.Hamid Moradi Shuo Tang Septimiu E. Salcudean
Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis.He Zhao Huiqi Li Sebastian Maurer-Stroh Yuhong Guo Qiuju Deng Li Cheng
Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination.Bilel Sdiri Mounir Kaaniche Faouzi Alaya Cheikh Azeddine Beghdadi Ole Jakob Elle
Mosaic-Based Color-Transform Optimization for Lossy and Lossy-to-Lossless Compression of Pathology Whole-Slide Images.Miguel Hernández-Cabronero Victor Sanchez Ian Blanes Francesc Auli-Llinas Michael W. Marcellin Joan Serra-Sagristà
Generalized Mean Apparent Propagator MRI to Measure and Image Advective and Dispersive Flows in Medicine and Biology.Dan Benjamini Michal E. Komlosh Nathan H. Williamson Peter J. Basser
Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images.Russell Bates Benjamin Irving Bostjan Markelc Jakob Kaeppler Graham Brown Ruth J. Muschel J. Michael Brady Vicente Grau Julia A. Schnabel