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IEEE Transactions on Medical Imaging, Volume 38
Volume 38, Number 1, January 2019
- Russell Bates
, Benjamin Irving, Bostjan Markelc
Segmentation of Vasculature From Fluorescently Labeled Endothelial Cells in Multi-Photon Microscopy Images. 1-10 - Dan Benjamini
Generalized Mean Apparent Propagator MRI to Measure and Image Advective and Dispersive Flows in Medicine and Biology. 11-20 - Miguel Hernández-Cabronero
Mosaic-Based Color-Transform Optimization for Lossy and Lossy-to-Lossless Compression of Pathology Whole-Slide Images. 21-32 - Bilel Sdiri
Efficient Enhancement of Stereo Endoscopic Images Based on Joint Wavelet Decomposition and Binocular Combination. 33-45 - He Zhao
Supervised Segmentation of Un-Annotated Retinal Fundus Images by Synthesis. 46-56 - Hamid Moradi
Toward Intra-Operative Prostate Photoacoustic Imaging: Configuration Evaluation and Implementation Using the da Vinci Research Kit. 57-68 - Henrik Skibbe
PAT - Probabilistic Axon Tracking for Densely Labeled Neurons in Large 3-D Micrographs. 69-78 - Nader Mahmoud
Live Tracking and Dense Reconstruction for Handheld Monocular Endoscopy. 79-89 - Etienne Labyt
Magnetoencephalography With Optically Pumped 4He Magnetometers at Ambient Temperature. 90-98 - Bas Schipaanboord
Can Atlas-Based Auto-Segmentation Ever Be Perfect? Insights From Extreme Value Theory. 99-106 - Yilei Li
Optimization of the Trade-Off Between Speckle Reduction and Axial Resolution in Frequency Compounding. 107-112 - Lexin Li
Spatially Adaptive Varying Correlation Analysis for Multimodal Neuroimaging Data. 113-123 - Trong N. Nguyen
Visualization of the Intensity Field of a Focused Ultrasound Source In Situ. 124-133 - Jue Jiang
Multiple Resolution Residually Connected Feature Streams for Automatic Lung Tumor Segmentation From CT Images. 134-144 - Dong Liu
A Parametric Level Set-Based Approach to Difference Imaging in Electrical Impedance Tomography. 145-155 - Sarah E. Gerard
FissureNet: A Deep Learning Approach For Pulmonary Fissure Detection in CT Images. 156-166 - Morteza Mardani
Deep Generative Adversarial Neural Networks for Compressive Sensing MRI. 167-179 - Xin Yang
Towards Automated Semantic Segmentation in Prenatal Volumetric Ultrasound. 180-193 - Konstantinos Diamantis
Resolving Ultrasound Contrast Microbubbles Using Minimum Variance Beamforming. 194-204 - Fei Xu
Nonlinear Thermoacoustic Imaging Based on Temperature-Dependent Thermoelastic Response. 205-212 - Annegreet van Opbroek
Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning. 213-224 - Stefano Moriconi
Inference of Cerebrovascular Topology With Geodesic Minimum Spanning Trees. 225-239 - Tsung-Chen Chiang
Tumor Detection in Automated Breast Ultrasound Using 3-D CNN and Prioritized Candidate Aggregation. 240-249 - Seungwan Jeon
A Novel 2-D Synthetic Aperture Focusing Technique for Acoustic-Resolution Photoacoustic Microscopy. 250-260 - Nicholas Dwork
Automatically Determining the Confocal Parameters From OCT B-Scans for Quantification of the Attenuation Coefficients. 261-268 - Junjie Hu
Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks. 269-279 - Chen Qin
Convolutional Recurrent Neural Networks for Dynamic MR Image Reconstruction. 280-290 - Daniela Zöller
Robust Recovery of Temporal Overlap Between Network Activity Using Transient-Informed Spatio-Temporal Regression. 291-302 - Declan O'Loughlin
Sensitivity and Specificity Estimation Using Patient-Specific Microwave Imaging in Diverse Experimental Breast Phantoms. 303-311 - Jingyuan Lyu
KerNL: Kernel-Based Nonlinear Approach to Parallel MRI Reconstruction. 312-321
Volume 38, Number 2, February 2019
- Yeo Hun Yoon
Efficient B-Mode Ultrasound Image Reconstruction From Sub-Sampled RF Data Using Deep Learning. 325-336 - Yinsheng Li
An Empirical Data Inconsistency Metric (DIM) Driven CT Image Reconstruction Method. 337-348 - Yicun Wang
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
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization. 360-370 - Ji He
Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction. 371-382 - Julien Pansiot
CBCT of a Moving Sample From X-Rays and Multiple Videos. 383-393 - Hemant Kumar Aggarwal
MoDL: Model-Based Deep Learning Architecture for Inverse Problems. 394-405 - Bastien Rigaud
Statistical Shape Model to Generate a Planning Library for Cervical Adaptive Radiotherapy. 406-416 - Zenith Purisha
An Automatic Regularization Method: An Application for 3-D X-Ray Micro-CT Reconstruction Using Sparse Data. 417-425 - Nils Gessert
Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks. 426-434 - Jun Zhang
Hierarchical Convolutional Neural Networks for Segmentation of Breast Tumors in MRI With Application to Radiogenomics. 435-447 - Peter Naylor
Segmentation of Nuclei in Histopathology Images by Deep Regression of the Distance Map. 448-459 - Uditha L. Jayarathne
Robust, Intrinsic Tracking of a Laparoscopic Ultrasound Probe for Ultrasound-Augmented Laparoscopy. 460-469 - Seyed Sadegh Mohseni Salehi
Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration. 470-481 - Francois Parent, Maxime Gerard, Frederic Monet
Intra-Arterial Image Guidance With Optical Frequency Domain Reflectometry Shape Sensing. 482-492 - Abd-Krim Seghouane
Consistent Estimation of Dimensionality for Data-Driven Methods in fMRI Analysis. 493-503 - Adrian V. Dalca
Medical Image Imputation From Image Collections. 504-514 - Zhaohan Xiong
Fully Automatic Left Atrium Segmentation From Late Gadolinium Enhanced Magnetic Resonance Imaging Using a Dual Fully Convolutional Neural Network. 515-524 - Ting Yang
Noninvasive Activation Imaging of Ventricular Arrhythmias by Spatial Gradient Sparse in Frequency Domain - Application to Mapping Reentrant Ventricular Tachycardia. 525-539 - Abhijit Guha Roy
Recalibrating Fully Convolutional Networks With Spatial and Channel "Squeeze and Excitation" Blocks. 540-549 - Péter Bándi
From Detection of Individual Metastases to Classification of Lymph Node Status at the Patient Level: The CAMELYON17 Challenge. 550-560 - Mohamed A. Naser
Improved Photoacoustic-Based Oxygen Saturation Estimation With SNR-Regularized Local Fluence Correction. 561-571 - Sourav Pramanik
Suspicious-Region Segmentation From Breast Thermogram Using DLPE-Based Level Set Method. 572-584 - Kelei He
Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. 585-595 - John A. Onofrey
Segmenting the Brain Surface From CT Images With Artifacts Using Locally Oriented Appearance and Dictionary Learning. 596-607 - Yingying Zhu
Dynamic Hyper-Graph Inference Framework for Computer-Assisted Diagnosis of Neurodegenerative Diseases. 608-616 - Jingxin Liu
An End-to-End Deep Learning Histochemical Scoring System for Breast Cancer TMA. 617-628 - Tao Feng
A Novel Data-Driven Cardiac Gating Signal Extraction Method for PET. 629-637 - Gijs van Tulder
Learning Cross-Modality Representations From Multi-Modal Images. 638-648 - Regine Gradl
Dynamic In Vivo Chest X-ray Dark-Field Imaging in Mice. 649-656
Volume 38, Number 3, March 2019
- Jiehan Hong, Min Su
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
Iterative PET Image Reconstruction Using Convolutional Neural Network Representation. 675-685 - Ravi K. Samala
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
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
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
A Convergence Proof of MLEM and MLEM-3 With Fixed Background. 721-729 - Jonghye Woo
A Sparse Non-Negative Matrix Factorization Framework for Identifying Functional Units of Tongue Behavior From MRI. 730-740 - Nora Ouzir
Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation. 741-752 - Ioannis Androulakis
Automated Quantification of Bileaflet Mechanical Heart Valve Leaflet Angles in CT Images. 753-761 - Seung Yeon Shin
Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images. 762-774 - Madison Kretzler
a-f BLAST: Non-Iterative Radial k-t BLAST Reconstruction for Real-Time Imaging. 775-790 - Yun Gu
Transfer Recurrent Feature Learning for Endomicroscopy Image Recognition. 791-801 - Mengfei Li, Yunsong Zhao
Accurate Iterative FBP Reconstruction Method for Material Decomposition of Dual Energy CT. 802-812 - Mikel Ariz
Dynamic Atlas-Based Segmentation and Quantification of Neuromelanin-Rich Brainstem Structures in Parkinson Disease. 813-823 - Jhy-Neng Tasso Yeh
A Flexible and Modular Receiver Coil Array for Magnetic Resonance Imaging. 824-833 - Daan Christiaens
Learning Compact ${q}$ -Space Representations for Multi-Shell Diffusion-Weighted MRI. 834-843 - Bo Zhao
Optimal Experiment Design for Magnetic Resonance Fingerprinting: Cramér-Rao Bound Meets Spin Dynamics. 844-861 - Carlos Castilla, Martin Maska
3-D Quantification of Filopodia in Motile Cancer Cells. 862-872
Volume 38, Number 4, April 2019
- Fabio Baselice
Phase Linearity Measurement: A Novel Index for Brain Functional Connectivity. 873-882 - Mark R. Winter
Separating Touching Cells Using Pixel Replicated Elliptical Shape Models. 883-893 - Piotr Kijanka
Local Phase Velocity Based Imaging: A New Technique Used for Ultrasound Shear Wave Elastography. 894-908 - Changqing Zhang
Infant Brain Development Prediction With Latent Partial Multi-View Representation Learning. 909-918 - Neslisah Torosdagli
Deep Geodesic Learning for Segmentation and Anatomical Landmarking. 919-931 - Patryk Szwargulski
Efficient Joint Image Reconstruction of Multi-Patch Data Reusing a Single System Matrix in Magnetic Particle Imaging. 932-944 - Wenyuan Li
Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images. 945-954 - Milana Gataric
Reconstruction of Optical Vector-Fields With Applications in Endoscopic Imaging. 955-967 - Stefano Vespucci, Chan Soo Park, Raul Torrico
Robust Energy Calibration Technique for Photon Counting Spectral Detectors. 968-978 - Arvind Balachandrasekaran
Calibration-Free B0 Correction of EPI Data Using Structured Low Rank Matrix Recovery. 979-990 - Yutong Xie
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT. 991-1004 - Hillel B. Price
Geometric Validation of Continuous, Finely Sampled 3-D Reconstructions From aOCT and CT in Upper Airway Models. 1005-1015 - Yuankai Huo
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth. 1016-1025 - Alireza Mehrtash
Automatic Needle Segmentation and Localization in MRI With 3-D Convolutional Neural Networks: Application to MRI-Targeted Prostate Biopsy. 1026-1036 - Philipp Seeböck
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data. 1037-1047 - Johannes G. G. Dobbe
Evaluation of a Quantitative Method for Carpal Motion Analysis Using Clinical 3-D and 4-D CT Protocols. 1048-1057 - Han Wang
Recognizing Brain States Using Deep Sparse Recurrent Neural Network. 1058-1068 - Andru Putra Twinanda
RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations. 1069-1078 - Weiwen Wu, Fenglin Liu
Non-Local Low-Rank Cube-Based Tensor Factorization for Spectral CT Reconstruction. 1079-1093
Volume 38, Number 5, May 2019
- Koen A. J. Eppenhof
Pulmonary CT Registration Through Supervised Learning With Convolutional Neural Networks. 1097-1105 - Haoyi Liang
Structure-Based Intensity Propagation for 3-D Brain Reconstruction With Multilayer Section Microscopy. 1106-1115 - Jose Dolz
HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation. 1116-1126 - Giacomo Tarroni
Learning-Based Quality Control for Cardiac MR Images. 1127-1138 - Can Taylan Sari
Unsupervised Feature Extraction via Deep Learning for Histopathological Classification of Colon Tissue Images. 1139-1149 - Cameron Hoerig
Data-Driven Elasticity Imaging Using Cartesian Neural Network Constitutive Models and the Autoprogressive Method. 1150-1160 - Hyeongseok Kim
Backprojection Filtration Image Reconstruction Approach for Reducing High-Density Object Artifacts in Digital Breast Tomosynthesis. 1161-1171 - Mohammed Alawad
Learning Domain Shift in Simulated and Clinical Data: Localizing the Origin of Ventricular Activation From 12-Lead Electrocardiograms. 1172-1184 - Yuankai Huo
Splenomegaly Segmentation on Multi-Modal MRI Using Deep Convolutional Networks. 1185-1196 - Hojjat Salehinejad
Synthesizing Chest X-Ray Pathology for Training Deep Convolutional Neural Networks. 1197-1206 - Alexey A. Novikov
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. 1207-1215 - Antoine Saillant
Assessing Reliability of Myocardial Blood Flow After Motion Correction With Dynamic PET Using a Bayesian Framework. 1216-1226 - Yang Li
Novel Effective Connectivity Inference Using Ultra-Group Constrained Orthogonal Forward Regression and Elastic Multilayer Perceptron Classifier for MCI Identification. 1227-1239 - Sa Xiao
Highly and Adaptively Undersampling Pattern for Pulmonary Hyperpolarized 129Xe Dynamic MRI. 1240-1250 - Yujia Chen
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
Optimal Dual-VENC Unwrapping in Phase-Contrast MRI. 1263-1270 - Ying Jiang
A Higher-Order Polynomial Method for SPECT Reconstruction. 1271-1283 - Anne Grote, Nadine S. Schaadt
Crowdsourcing of Histological Image Labeling and Object Delineation by Medical Students. 1284-1294 - Wei Wei
Spatial and Temporal Heterogeneities of Capillary Hemodynamics and Its Functional Coupling During Neural Activation. 1295-1303 - Neeraj Kumar
Hyperspectral Tissue Image Segmentation Using Semi-Supervised NMF and Hierarchical Clustering. 1304-1313
Volume 38, Number 6, June 2019
- Antti Mäkinen
Automatic Spatial Calibration of Ultra-Low-Field MRI for High-Accuracy Hybrid MEG-MRI. 1317-1327 - Yan Wang
3D Auto-Context-Based Locality Adaptive Multi-Modality GANs for PET Synthesis. 1328-1339 - Juan Aguirre
Motion Quantification and Automated Correction in Clinical RSOM. 1340-1346 - Anita Karsa
SEGUE: A Speedy rEgion-Growing Algorithm for Unwrapping Estimated Phase. 1347-1357 - Md Tauhidul Islam
A Robust Method to Estimate the Time Constant of Elastographic Parameters. 1358-1370 - Georgios I. Angelis
Direct Estimation of Voxel-Wise Neurotransmitter Response Maps From Dynamic PET Data. 1371-1383 - Max L. Olender
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
Toward Electrical Impedance Tomography Coupled Ultrasound Imaging for Assessing Muscle Health. 1409-1419 - Andreas Mehmann
Automatic Resonance Frequency Retuning of Stretchable Liquid Metal Receive Coil for Magnetic Resonance Imaging. 1420-1426 - Woo June Choi
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
Monte Carlo Simulations of Water Exchange Through Myelin Wraps: Implications for Diffusion MRI. 1438-1445 - Runze Tang
Connectome Smoothing via Low-Rank Approximations. 1446-1456 - Ehsan Abadi
DukeSim: A Realistic, Rapid, and Scanner-Specific Simulation Framework in Computed Tomography. 1457-1465 - Albert Juan Ramon, Yongyi Yang
Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging. 1466-1476 - Ha Tran Hong Phan
Unsupervised Two-Path Neural Network for Cell Event Detection and Classification Using Spatiotemporal Patterns. 1477-1487 - Ziwei Nie
Deformable Image Registration Using Functions of Bounded Deformation. 1488-1500 - Renzhen Wang
Weakly Supervised Lesion Detection From Fundus Images. 1501-1512 - Florentin Kucharczak
Confidence Interval Constraint-Based Regularization Framework for PET Quantization. 1513-1523 - Janka Hatvani
A Tensor Factorization Method for 3-D Super Resolution With Application to Dental CT. 1524-1531 - Zhiqian Chang
Prior-Guided Metal Artifact Reduction for Iterative X-Ray Computed Tomography. 1532-1542 - Youyi Song
Corrections to "Accurate Cervical Cell Segmentation From Overlapping Clumps in Pap Smear Images". 1543
Volume 38, Number 7, July 2019
- Justin P. Haldar
OEDIPUS: An Experiment Design Framework for Sparsity-Constrained MRI. 1545-1558 - Jens Petersen
Increasing Accuracy of Optimal Surfaces Using Min-Marginal Energies. 1559-1568 - Nitish Katoch
Conductivity Tensor Imaging of In Vivo Human Brain and Experimental Validation Using Giant Vesicle Suspension. 1569-1577 - Eric Barnhill
Fast Robust Dejitter and Interslice Discontinuity Removal in MRI Phase Acquisitions: Application to Magnetic Resonance Elastography. 1578-1587 - Majd Zreik
A Recurrent CNN for Automatic Detection and Classification of Coronary Artery Plaque and Stenosis in Coronary CT Angiography. 1588-1598 - Khoi Minh Huynh
Multi-Site Harmonization of Diffusion MRI Data via Method of Moments. 1599-1609 - Adam van Niekerk
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
Design and Demonstration of a Configurable Imaging Platform for Combined Laser, Ultrasound, and Elasticity Imaging. 1622-1632 - Kerem Can Tezcan
MR Image Reconstruction Using Deep Density Priors. 1633-1642 - Marina Filipovic
PET Reconstruction of the Posterior Image Probability, Including Multimodal Images. 1643-1654 - Kuang Gong
PET Image Reconstruction Using Deep Image Prior. 1655-1665 - King Chung Ho
A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging. 1666-1676 - Mohammad Shahdloo
Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI. 1677-1689 - Matthew R. Morgan
Multi-covariate Imaging of Sub-resolution Targets. 1690-1700 - Lutfi Kerem Senel
Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI. 1701-1714 - Suchita Bhinge
Extraction of Time-Varying Spatiotemporal Networks Using Parameter-Tuned Constrained IVA. 1715-1725 - Weimin Cheng
Manhattan Distance-Based Adaptive 3D Transform-Domain Collaborative Filtering for Laser Speckle Imaging of Blood Flow. 1726-1735 - Geng Chen, Dehui Xiang
Automatic Pathological Lung Segmentation in Low-Dose CT Image Using Eigenspace Sparse Shape Composition. 1736-1749 - Biting Yu
Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis. 1750-1762 - Lampros Theodorakis
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
Lung and Pancreatic Tumor Characterization in the Deep Learning Era: Novel Supervised and Unsupervised Learning Approaches. 1777-1787 - Guha Balakrishnan
VoxelMorph: A Learning Framework for Deformable Medical Image Registration. 1788-1800 - Jun Zhang, Jian Wu
Robust Single-Shot T2 Mapping via Multiple Overlapping-Echo Acquisition and Deep Neural Network. 1801-1811 - Cian M. Scannell
Robust Non-Rigid Motion Compensation of Free-Breathing Myocardial Perfusion MRI Data. 1812-1820 - Fatemeh Taheri Dezaki
Cardiac Phase Detection in Echocardiograms With Densely Gated Recurrent Neural Networks and Global Extrema Loss. 1821-1832 - Tobias Speidel
Efficient 3D Low-Discrepancy ${k}$ -Space Sampling Using Highly Adaptable Seiffert Spirals. 1833-1840 - Yue Hu
A Generalized Structured Low-Rank Matrix Completion Algorithm for MR Image Recovery. 1841-1851 - Beatrice Berthon
Mapping Biological Current Densities With Ultrafast Acoustoelectric Imaging: Application to the Beating Rat Heart. 1852-1857 - Hrvoje Bogunovic
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge. 1858-1874 - Jana Lipková
Personalized Radiotherapy Design for Glioblastoma: Integrating Mathematical Tumor Models, Multimodal Scans, and Bayesian Inference. 1875-1884 - Xuanang Xu
Efficient Multiple Organ Localization in CT Image Using 3D Region Proposal Network. 1885-1898 - Helen Schomburg
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
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
A Multiscale Ray-Shooting Model for Termination Detection of Tree-Like Structures in Biomedical Images. 1923-1934 - Jaya Prakash
Fractional Regularization to Improve Photoacoustic Tomographic Image Reconstruction. 1935-1947 - Huangjing Lin
Fast ScanNet: Fast and Dense Analysis of Multi-Gigapixel Whole-Slide Images for Cancer Metastasis Detection. 1948-1958 - Leyuan Fang
Attention to Lesion: Lesion-Aware Convolutional Neural Network for Retinal Optical Coherence Tomography Image Classification. 1959-1970 - Yunze Man
Deep Q Learning Driven CT Pancreas Segmentation With Geometry-Aware U-Net. 1971-1980 - Yongfeng Gao
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
RetinaMatch: Efficient Template Matching of Retina Images for Teleophthalmology. 1993-2004
Volume 38, Number 9, September 2019
- Baptiste Heiles
Ultrafast 3D Ultrasound Localization Microscopy Using a 32 × 32 Matrix Array. 2005-2015 - Michael D. Ketcha
A Statistical Model for Rigid Image Registration Performance: The Influence of Soft-Tissue Deformation as a Confounding Noise Source. 2016-2027 - Zalan Rajna
3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain. 2028-2036 - Siyu Liu
Handheld Photoacoustic Imager for Theranostics in 3D. 2037-2046 - Mohammad Tofighi
Prior Information Guided Regularized Deep Learning for Cell Nucleus Detection. 2047-2058 - Yuan Gao
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
Fast System Calibration With Coded Calibration Scenes for Magnetic Particle Imaging. 2070-2080 - Luis A. Loza
Quantification of Ventilation and Gas Uptake in Free-Breathing Mice With Hyperpolarized 129Xe MRI. 2081-2091 - Jianpeng Zhang
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
A Krasnoselskii-Mann Algorithm With an Improved EM Preconditioner for PET Image Reconstruction. 2114-2126 - Bob D. de Vos
Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT. 2127-2138 - Huangxuan Zhao
Motion Correction in Optical Resolution Photoacoustic Microscopy. 2139-2150 - Jinming Duan
Automatic 3D Bi-Ventricular Segmentation of Cardiac Images by a Shape-Refined Multi- Task Deep Learning Approach. 2151-2164 - Julian Krebs
Learning a Probabilistic Model for Diffeomorphic Registration. 2165-2176 - Ian R. O'Connell
Shape Optimization of an Electric Dipole Array for 7 Tesla Neuroimaging. 2177-2187 - Amir Mirbeik-Sabzevari
High-Contrast, Low-Cost, 3-D Visualization of Skin Cancer Using Ultra-High-Resolution Millimeter-Wave Imaging. 2188-2197 - Sarah Leclerc
Deep Learning for Segmentation Using an Open Large-Scale Dataset in 2D Echocardiography. 2198-2210 - Andres Diaz-Pinto
Retinal Image Synthesis and Semi-Supervised Learning for Glaucoma Assessment. 2211-2218 - Li Wang
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge. 2219-2230 - Yanna Cruz Cavalcanti
Factor Analysis of Dynamic PET Images: Beyond Gaussian Noise. 2231-2241
Volume 38, Number 10, October 2019
- Marco Esposito
Total Variation Regularization of Pose Signals With an Application to 3D Freehand Ultrasound. 2245-2258 - Qi Gao
A Global Method for Non-Rigid Registration of Cell Nuclei in Live Cell Time-Lapse Images. 2259-2270 - Shumao Pang
Hippocampus Segmentation Based on Iterative Local Linear Mapping With Representative and Local Structure-Preserved Feature Embedding. 2271-2280 - Zaiwang Gu
CE-Net: Context Encoder Network for 2D Medical Image Segmentation. 2281-2292 - Michael Gadermayr
Generative Adversarial Networks for Facilitating Stain-Independent Supervised and Unsupervised Segmentation: A Study on Kidney Histology. 2293-2302 - Yasir Q. Mohsin, Sunrita Poddar
Free-Breathing & Ungated Cardiac MRI Using Iterative SToRM (i-SToRM). 2303-2313 - Yuchuan Qiao
An Efficient Preconditioner for Stochastic Gradient Descent Optimization of Image Registration. 2314-2325 - Gilad Drozdov
The Impulse Response of Negatively Focused Spherical Ultrasound Detectors and Its Effect on Tomographic Optoacoustic Reconstruction. 2326-2337 - Wei Huang
Arterial Spin Labeling Images Synthesis From sMRI Using Unbalanced Deep Discriminant Learning. 2338-2351 - Yujia Zhou, Yuhang Sun, Wei Yang
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
Pulsed Excitation in Magnetic Particle Imaging. 2389-2399 - Shangjie Ren
A Statistical Shape-Constrained Reconstruction Framework for Electrical Impedance Tomography. 2400-2410 - Tao Zhou
Latent Representation Learning for Alzheimer's Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data. 2411-2422 - Thinh Nguyen, Tiantong Zhou, Thomas Potter
The Cortical Network of Emotion Regulation: Insights From Advanced EEG-fMRI Integration Analysis. 2423-2433 - Clément Playout
A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images. 2434-2444 - Christiaan C. Stolk
Understanding the Combined Effect of k-Space Undersampling and Transient States Excitation in MR Fingerprinting Reconstructions. 2445-2455 - Weimin Zhou
Approximating the Ideal Observer and Hotelling Observer for Binary Signal Detection Tasks by Use of Supervised Learning Methods. 2456-2468 - Yinsheng Li
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
Patch-Based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation. 2485-2495 - Ruiming Cao
Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet. 2496-2506 - Nicolas Moutal
Probing Surface-to-Volume Ratio of an Anisotropic Medium by Diffusion NMR with General Gradient Encoding. 2507-2522 - Wei Liao
Endless Fluctuations: Temporal Dynamics of the Amplitude of Low Frequency Fluctuations. 2523-2532 - Dong Liu
B-Spline-Based Sharp Feature Preserving Shape Reconstruction Approach for Electrical Impedance Tomography. 2533-2544 - Shervin Minaee
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features. 2545-2555 - Hugo J. Kuijf
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge. 2556-2568 - Yulei Qin
Varifocal-Net: A Chromosome Classification Approach Using Deep Convolutional Networks. 2569-2581 - Sandesh Ghimire
Noninvasive Reconstruction of Transmural Transmembrane Potential With Simultaneous Estimation of Prior Model Error. 2582-2595 - Matthew C. H. Lee
TeTrIS: Template Transformer Networks for Image Segmentation With Shape Priors. 2596-2606 - Peng Bao
Convolutional Sparse Coding for Compressed Sensing CT Reconstruction. 2607-2619 - Talha Qaiser
Learning Where to See: A Novel Attention Model for Automated Immunohistochemical Scoring. 2620-2631 - Yao Xue
Training Convolutional Neural Networks and Compressed Sensing End-to-End for Microscopy Cell Detection. 2632-2641 - Jamshid Sourati
Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning. 2642-2653 - Bas Schipaanboord
An Evaluation of Atlas Selection Methods for Atlas-Based Automatic Segmentation in Radiotherapy Treatment Planning. 2654-2664 - Kaja F. Kvåle
Detection of Regional Mechanical Activation of the Left Ventricular Myocardium Using High Frame Rate Ultrasound Imaging. 2665-2675 - Markus Zimmermann
Multi-Exponential Relaxometry Using ℓ1-Regularized Iterative NNLS (MERLIN) With Application to Myelin Water Fraction Imaging. 2676-2686 - Long Chen
Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping. 2687-2694 - Luzhe Huang
SNR-Adaptive OCT Angiography Enabled by Statistical Characterization of Intensity and Decorrelation With Multi-Variate Time Series Model. 2695-2704 - Zhuoran Jiang
Augmentation of CBCT Reconstructed From Under-Sampled Projections Using Deep Learning. 2705-2715
Volume 38, Number 12, December 2019
- Yoonmi Hong
Longitudinal Prediction of Infant Diffusion MRI Data via Graph Convolutional Adversarial Networks. 2717-2725 - Hui Meng
Adaptive Gaussian Weighted Laplace Prior Regularization Enables Accurate Morphological Reconstruction in Fluorescence Molecular Tomography. 2726-2734 - Chelsea A. S. Dunning
X-Ray Fluorescence Computed Tomography Induced by Photon, Electron, and Proton Beams. 2735-2743 - Morteza Mirzaei
Combining Total Variation Regularization with Window-Based Time Delay Estimation in Ultrasound Elastography. 2744-2754 - Qingjie Meng
Weakly Supervised Estimation of Shadow Confidence Maps in Fetal Ultrasound Imaging. 2755-2767 - Yi Wang
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound. 2768-2778 - Ji Ae Park
In Vivo Measurement of Brain Tissue Response After Irradiation: Comparison of T2 Relaxation, Apparent Diffusion Coefficient, and Electrical Conductivity. 2779-2784 - Nima Torbati
Image-Based Gating of Intravascular Ultrasound Sequences Using the Phase Information of Dual-Tree Complex Wavelet Transform Coefficients. 2785-2795 - Benjamin Aubert
Toward Automated 3D Spine Reconstruction from Biplanar Radiographs Using CNN for Statistical Spine Model Fitting. 2796-2806 - Mehran Pesteie
Adaptive Augmentation of Medical Data Using Independently Conditional Variational Auto-Encoders. 2807-2820 - Israel Almodóvar-Rivera
Fast Adaptive Smoothing and Thresholding for Improved Activation Detection in Low-Signal fMRI. 2821-2828 - Michaela Ruttorf
Transcranial Direct Current Stimulation Alters Functional Network Structure in Humans: A Graph Theoretical Analysis. 2829-2837 - Geng Chen
Denoising of Diffusion MRI Data via Graph Framelet Matching in x-q Space. 2838-2848 - Youyi Song
Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted From Contour Fragments. 2849-2862 - Xiongbiao Luo
Endoscopic Vision Augmentation Using Multiscale Bilateral-Weighted Retinex for Robotic Surgery. 2863-2874 - Zang-Hee Cho, Young-Don Son
Development of Positron Emission Tomography With Wobbling and Zooming for High Sensitivity and High-Resolution Molecular Imaging. 2875-2882 - Nasibeh Talebi
nCREANN: Nonlinear Causal Relationship Estimation by Artificial Neural Network; Applied for Autism Connectivity Study. 2883-2890 - Huangsheng Pu
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
Domain Progressive 3D Residual Convolution Network to Improve Low-Dose CT Imaging. 2903-2913 - Sérgio Pereira
Adaptive Feature Recombination and Recalibration for Semantic Segmentation With Fully Convolutional Networks. 2914-2925 - Haoran Jin
Fast and High-Resolution Three-Dimensional Hybrid-Domain Photoacoustic Imaging Incorporating Analytical-Focused Transducer Beam Amplitude. 2926-2936 - Dong Liu
A Moving Morphable Components Based Shape Reconstruction Framework for Electrical Impedance Tomography. 2937-2948
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