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IEEE Transactions on Medical Imaging, Volume 40
Volume 40, Number 1, January 2021
- Scott S. Hsieh
, Kris Iniewski:
Improving Paralysis Compensation in Photon Counting Detectors. 3-11 - Jia-Jun Qiu
A Novel Multiresolution-Statistical Texture Analysis Architecture: Radiomics-Aided Diagnosis of PDAC Based on Plain CT Images. 12-25 - Yi Jiang, Weixun Chen
3D Neuron Microscopy Image Segmentation via the Ray-Shooting Model and a DC-BLSTM Network. 26-37 - Shufan Yang
A Learning-Based Microultrasound System for the Detection of Inflammation of the Gastrointestinal Tract. 38-47 - Shi Su, Zhilang Qiu, Chao Luo, Caiyun Shi, Liwen Wan, Yanjie Zhu
Accelerated 3D bSSFP Using a Modified Wave-CAIPI Technique With Truncated Wave Gradients. 48-58 - Jinzheng Cai
Lesion-Harvester: Iteratively Mining Unlabeled Lesions and Hard-Negative Examples at Scale. 59-70 - Floris Jansen
Real-Time Gain Control of PET Detectors and Evaluation With Challenging Radionuclides. 71-80 - Xiaoxi Pan
Multi-View Separable Pyramid Network for AD Prediction at MCI Stage by 18F-FDG Brain PET Imaging. 81-92 - Jun Ma
Learning Geodesic Active Contours for Embedding Object Global Information in Segmentation CNNs. 93-104 - Ke Lei
Wasserstein GANs for MR Imaging: From Paired to Unpaired Training. 105-115 - Ruitao Xie
End-to-End Fovea Localisation in Colour Fundus Images With a Hierarchical Deep Regression Network. 116-128 - Mathias Davids
Optimization of MRI Gradient Coils With Explicit Peripheral Nerve Stimulation Constraints. 129-142 - Along He
CABNet: Category Attention Block for Imbalanced Diabetic Retinopathy Grading. 143-153 - Dongnan Liu
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images. 154-165 - Eunju Cha
Unpaired Training of Deep Learning tMRA for Flexible Spatio-Temporal Resolution. 166-179 - Nilesh A. Kande
SiameseGAN: A Generative Model for Denoising of Spectral Domain Optical Coherence Tomography Images. 180-192 - Klaudius Scheufele
Fully Automatic Calibration of Tumor-Growth Models Using a Single mpMRI Scan. 193-204 - Alan Courteau
Performance Evaluation and Compatibility Studies of a Compact Preclinical Scanner for Simultaneous PET/MR Imaging at 7 Tesla. 205-217 - Qian Wang
Identification of Melanoma From Hyperspectral Pathology Image Using 3D Convolutional Networks. 218-227 - Lequan Yu
Deep Sinogram Completion With Image Prior for Metal Artifact Reduction in CT Images. 228-238 - Vineet Edupuganti
Uncertainty Quantification in Deep MRI Reconstruction. 239-250 - Michael Kircher
Regional Lung Perfusion Analysis in Experimental ARDS by Electrical Impedance and Computed Tomography. 251-261 - Shumao Pang
SpineParseNet: Spine Parsing for Volumetric MR Image by a Two-Stage Segmentation Framework With Semantic Image Representation. 262-273 - Xu Chen
Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation. 274-285 - Yutong Xie
SESV: Accurate Medical Image Segmentation by Predicting and Correcting Errors. 286-296 - Alexander Byers Brummer
Improving Blood Vessel Tortuosity Measurements via Highly Sampled Numerical Integration of the Frenet-Serret Equations. 297-309 - Shuai Wang
Boundary Coding Representation for Organ Segmentation in Prostate Cancer Radiotherapy. 310-320 - Feng Liu
Probabilistic Structure Learning for EEG/MEG Source Imaging With Hierarchical Graph Priors. 321-334 - Siqi Liu
No Surprises: Training Robust Lung Nodule Detection for Low-Dose CT Scans by Augmenting With Adversarial Attacks. 335-345 - Mucong Li
Internal-Illumination Photoacoustic Tomography Enhanced by a Graded-Scattering Fiber Diffuser. 346-356 - Huisi Wu
Automated Skin Lesion Segmentation Via an Adaptive Dual Attention Module. 357-370 - Toby Collins
Augmented Reality Guided Laparoscopic Surgery of the Uterus. 371-380 - Rafat Damseh
Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks. 381-394 - Yuhan Liu, Minzhi Yin, Shiliang Sun
DetexNet: Accurately Diagnosing Frequent and Challenging Pediatric Malignant Tumors. 395-404 - Syed Ahmed Nadeem
A CT-Based Automated Algorithm for Airway Segmentation Using Freeze-and-Grow Propagation and Deep Learning. 405-418 - Jiazhou Chen
Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses. 419-430 - Xuyang Cao
Uncertainty Aware Temporal-Ensembling Model for Semi-Supervised ABUS Mass Segmentation. 431-443 - Haikun Qi
Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning. 444-454
Volume 40, Number 2, February 2021
- Patrick Stähli
Bayesian Approach for a Robust Speed-of-Sound Reconstruction Using Pulse-Echo Ultrasound. 457-467 - Chee-Ming Ting
Detecting Dynamic Community Structure in Functional Brain Networks Across Individuals: A Multilayer Approach. 468-480 - Dong Liu
Shape-Driven EIT Reconstruction Using Fourier Representations. 481-490 - William Mandel, Reda Oulbacha
Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks. 491-502 - Erkun Yang
Deep Bayesian Hashing With Center Prior for Multi-Modal Neuroimage Retrieval. 503-513 - Judith E. Lutton
A Curvature-Enhanced Random Walker Segmentation Method for Detailed Capture of 3D Cell Surface Membranes. 514-526 - Weixun Chen
Spherical-Patches Extraction for Deep-Learning-Based Critical Points Detection in 3D Neuron Microscopy Images. 527-538 - Ilian Häggmark
In Silico Phase-Contrast X-Ray Imaging of Anthropomorphic Voxel-Based Phantoms. 539-548 - Yuan Zhou
Robust Bayesian Analysis of Early-Stage Parkinson's Disease Progression Using DaTscan Images. 549-561 - Anthony DiSpirito III
Reconstructing Undersampled Photoacoustic Microscopy Images Using Deep Learning. 562-570 - Mufeng Geng
PMS-GAN: Parallel Multi-Stream Generative Adversarial Network for Multi-Material Decomposition in Spectral Computed Tomography. 571-584 - Hyunseok Seo
Closing the Gap Between Deep Neural Network Modeling and Biomedical Decision-Making Metrics in Segmentation via Adaptive Loss Functions. 585-593 - Jihun Kim
Forward-Looking Multimodal Endoscopic System Based on Optical Multispectral and High-Frequency Ultrasound Imaging Techniques for Tumor Detection. 594-606 - Diego Rossinelli
High-Throughput Lossy-to-Lossless 3D Image Compression. 607-620 - Haimiao Zhang
MetaInv-Net: Meta Inversion Network for Sparse View CT Image Reconstruction. 621-634 - Dogu Baran Aydogan
Parallel Transport Tractography. 635-647 - Qi Zeng
Three-Dimensional Multi-Frequency Shear Wave Absolute Vibro-Elastography (3D S-WAVE) With a Matrix Array Transducer: Implementation and Preliminary In Vivo Study of the Liver. 648-660 - Jianpeng Zhang
Inter-Slice Context Residual Learning for 3D Medical Image Segmentation. 661-672 - Naxin Cai
Adaptive Weighting Landmark-Based Group-Wise Registration on Lung DCE-MRI Images. 673-687 - Zhe Jiang
Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography. 688-698 - Ran Gu
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation. 699-711 - Tahereh Hassanzadeh
2D to 3D Evolutionary Deep Convolutional Neural Networks for Medical Image Segmentation. 712-721 - Qingjie Meng
Mutual Information-Based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging. 722-734 - Xiahan Chen
Combined Spiral Transformation and Model-Driven Multi-Modal Deep Learning Scheme for Automatic Prediction of TP53 Mutation in Pancreatic Cancer. 735-747 - Daniel I. Gendin
Repeatability of Linear and Nonlinear Elastic Modulus Maps From Repeat Scans in the Breast. 748-757 - Jianbo Tang
Improved Color Doppler for Cerebral Blood Flow Axial Velocity Imaging. 758-764 - Javad Fotouhi
Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions. 765-778
Volume 40, Number 3, March 2021
- Agisilaos Chartsias
Disentangle, Align and Fuse for Multimodal and Semi-Supervised Image Segmentation. 781-792 - Soumyanil Banerjee
Deep Relational Reasoning for the Prediction of Language Impairment and Postoperative Seizure Outcome Using Preoperative DWI Connectome Data of Children With Focal Epilepsy. 793-804 - Can Zhao
SMORE: A Self-Supervised Anti-Aliasing and Super-Resolution Algorithm for MRI Using Deep Learning. 805-817 - Yi Zhou
A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability. 818-828 - Ruud J. G. van Sloun
Super-Resolution Ultrasound Localization Microscopy Through Deep Learning. 829-839 - Boyan Zhang
Short-Term Lesion Change Detection for Melanoma Screening With Novel Siamese Neural Network. 840-851 - Ivana Labounková
Blind Source Separation of Retinal Pulsatile Patterns in Optic Nerve Head Video-Recordings. 852-864 - Parisa Ghaderi Daneshmand
Reconstruction of Optical Coherence Tomography Images Using Mixed Low Rank Approximation and Second Order Tensor Based Total Variation Method. 865-878 - Jianpeng Zhang
Viral Pneumonia Screening on Chest X-Rays Using Confidence-Aware Anomaly Detection. 879-890 - Lyujian Lu
Predicting Cognitive Declines Using Longitudinally Enriched Representations for Imaging Biomarkers. 891-904 - Yancun Lai, Fei Fan, Qingsong Wu, Wenchi Ke
LCANet: Learnable Connected Attention Network for Human Identification Using Dental Images. 905-915 - Renaud Hédouin
Interpolation and Averaging of Diffusion MRI Multi-Compartment Models. 916-927 - Yuhui Ma
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model. 928-939 - Dushyant Sahoo
Hierarchical Extraction of Functional Connectivity Components in Human Brain Using Resting-State fMRI. 940-950 - Yuntong Bai
A Joint Analysis of Multi-Paradigm fMRI Data With Its Application to Cognitive Study. 951-962 - Seung-Kyun Lee
Radio-Frequency Vector Magnetic Field Mapping in Magnetic Resonance Imaging. 963-973 - Thorsten Sellerer
Dual-Energy X-Ray Dark-Field Material Decomposition. 974-985 - Alberto Rossi
Multi-Modal Siamese Network for Diagnostically Similar Lesion Retrieval in Prostate MRI. 986-995 - Ziyi Shen
Modeling and Enhancing Low-Quality Retinal Fundus Images. 996-1006 - Sanghoon Cho
A Novel Low-Dose Dual-Energy Imaging Method for a Fast-Rotating Gantry-Type CT Scanner. 1007-1020 - Miguel A. Lago
Foveated Model Observers for Visual Search in 3D Medical Images. 1021-1031 - Yurong Chen
MAMA Net: Multi-Scale Attention Memory Autoencoder Network for Anomaly Detection. 1032-1041 - João Ramalhinho
Registration of Untracked 2D Laparoscopic Ultrasound to CT Images of the Liver Using Multi-Labelled Content-Based Image Retrieval. 1042-1054 - Trevor Lewis Vent
Development and Evaluation of the Fourier Spectral Distortion Metric. 1055-1064 - Zeju Li
Analyzing Overfitting Under Class Imbalance in Neural Networks for Image Segmentation. 1065-1077 - Dimitris Perdios
CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking. 1078-1089 - Yushan Zheng
Diagnostic Regions Attention Network (DRA-Net) for Histopathology WSI Recommendation and Retrieval. 1090-1103
Volume 40, Number 4, April 2021
- Nina Yu. Shokina
Parametric Sequential Method for MRI-Based Wall Shear Stress Quantification. 1105-1112 - Liyue Shen
Multi-Domain Image Completion for Random Missing Input Data. 1113-1122 - Haoran Dou
A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI. 1123-1133 - Xiaoqing Guo
Learn to Threshold: ThresholdNet With Confidence-Guided Manifold Mixup for Polyp Segmentation. 1134-1146 - Myung Kyun Woo
Comparison of 16-Channel Asymmetric Sleeve Antenna and Dipole Antenna Transceiver Arrays at 10.5 Tesla MRI. 1147-1156 - Yahang Li
Separation of Metabolites and Macromolecules for Short-TE 1H-MRSI Using Learned Component-Specific Representations. 1157-1167 - Meng Wang
Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images. 1168-1183 - Leandra L. Brickson
Reverberation Noise Suppression in Ultrasound Channel Signals Using a 3D Fully Convolutional Neural Network. 1184-1195 - Yi Zhou
Contrast-Attentive Thoracic Disease Recognition With Dual-Weighting Graph Reasoning. 1196-1206 - Viktor Dremin
Skin Complications of Diabetes Mellitus Revealed by Polarized Hyperspectral Imaging and Machine Learning. 1207-1216 - Fenqiang Zhao
Spherical Deformable U-Net: Application to Cortical Surface Parcellation and Development Prediction. 1217-1228 - Anton V. Nikolaev
Quantitative Evaluation of an Automated Cone-Based Breast Ultrasound Scanner for MRI-3D US Image Fusion. 1229-1239 - Hernán Mella
HARP-I: A Harmonic Phase Interpolation Method for the Estimation of Motion From Tagged MR Images. 1240-1252 - Quan Chen
Whole Brain Myelin Water Mapping in One Minute Using Tensor Dictionary Learning With Low-Rank Plus Sparse Regularization. 1253-1266 - Lena Nohava
Flexible Multi-Turn Multi-Gap Coaxial RF Coils: Design Concept and Implementation for Magnetic Resonance Imaging at 3 and 7 Tesla. 1267-1278 - Dongren Yao
A Mutual Multi-Scale Triplet Graph Convolutional Network for Classification of Brain Disorders Using Functional or Structural Connectivity. 1279-1289 - Jon S. Heiselman
Strain Energy Decay Predicts Elastic Registration Accuracy From Intraoperative Data Constraints. 1290-1302
Volume 40, Number 5, May 2021
- Yi Xue
Multi-Material Decomposition for Single Energy CT Using Material Sparsity Constraint. 1303-1318 - Yu-Ting Su
Spatio-Temporal Mitosis Detection in Time-Lapse Phase-Contrast Microscopy Image Sequences: A Benchmark. 1319-1328 - Jinxi Xiang
FISTA-Net: Learning a Fast Iterative Shrinkage Thresholding Network for Inverse Problems in Imaging. 1329-1339 - Andreas Østvik
Myocardial Function Imaging in Echocardiography Using Deep Learning. 1340-1351 - Piotr Kijanka
Phase Velocity Estimation With Expanded Bandwidth in Viscoelastic Phantoms and Tissues. 1352-1362 - Yue Sun
Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge. 1363-1376 - Zhen Chen
Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction. 1377-1389 - Md. Murad Hossain
Feasibility of Harmonic Motion Imaging Using a Single Transducer: In Vivo Imaging of Breast Cancer in a Mouse Model and Human Subjects. 1390-1404 - Julian Krebs
Learning a Generative Motion Model From Image Sequences Based on a Latent Motion Matrix. 1405-1416 - Biting Yu
SA-LuT-Nets: Learning Sample-Adaptive Intensity Lookup Tables for Brain Tumor Segmentation. 1417-1427 - Léo Milecki
A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy. 1428-1437 - Bente Thamsen, Pavlo Yevtushenko
Synthetic Database of Aortic Morphometry and Hemodynamics: Overcoming Medical Imaging Data Availability. 1438-1449 - Luis C. García-Peraza-Herrera
Image Compositing for Segmentation of Surgical Tools Without Manual Annotations. 1450-1460 - Meiyan Huang
Imaging Genetics Study Based on a Temporal Group Sparse Regression and Additive Model for Biomarker Detection of Alzheimer's Disease. 1461-1473 - Wenxing Hu
Interpretable Multimodal Fusion Networks Reveal Mechanisms of Brain Cognition. 1474-1483 - Hanfan Wang
A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography. 1484-1498 - Yucheng Tang
Body Part Regression With Self-Supervision. 1499-1507 - DongHun Ryu
DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging Using Deep Learning. 1508-1518
Volume 40, Number 6, June 2021
- Mengwei Ren
Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization. 1519-1530 - Zhu Meng
A Cervical Histopathology Dataset for Computer Aided Diagnosis of Precancerous Lesions. 1531-1541 - Kibrom Berihu Girum
Learning With Context Feedback Loop for Robust Medical Image Segmentation. 1542-1554 - Mohammad Arafat Hussain
Cascaded Regression Neural Nets for Kidney Localization and Segmentation-free Volume Estimation. 1555-1567 - Kirsten Alexandra Taphorn, Korbinian Mechlem
Direct Differentiation of Pathological Changes in the Human Lung Parenchyma With Grating-Based Spectral X-ray Dark-Field Radiography. 1568-1578 - Jun Yeon Won
Development and Initial Results of a Brain PET Insert for Simultaneous 7-Tesla PET/MRI Using an FPGA-Only Signal Digitization Method. 1579-1590 - Xingxin He
Multi-Modal Retinal Image Classification With Modality-Specific Attention Network. 1591-1602 - Yulei Qin
Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT. 1603-1617 - Yongtao Zhang
3D Multi-Attention Guided Multi-Task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification. 1618-1631 - Zhenyuan Ning
Relation-Induced Multi-Modal Shared Representation Learning for Alzheimer's Disease Diagnosis. 1632-1645 - Peng Wan
Hierarchical Temporal Attention Network for Thyroid Nodule Recognition Using Dynamic CEUS Imaging. 1646-1660 - Dong Sik Kim
Measurement of the Lag Correction Factor in Low-Dose Fluoroscopic Imaging. 1661-1672 - Meiling Wang
Identify Complex Imaging Genetic Patterns via Fusion Self-Expressive Network Analysis. 1673-1686 - Arturo Pardo
Modeling and Synthesis of Breast Cancer Optical Property Signatures With Generative Models. 1687-1701 - Iman Aganj
Multi-Atlas Image Soft Segmentation via Computation of the Expected Label Value. 1702-1710 - Grant T. Gullberg
Novel Methodology for Measuring Regional Myocardial Efficiency. 1711-1725 - Haoyin Zhou
Real-Time Nonrigid Mosaicking of Laparoscopy Images. 1726-1736
Volume 40, Number 7, July 2021
- Bach Ngoc Kim
Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation of Medical Images. 1737-1749 - Yuanyuan Peng
Automatic Staging for Retinopathy of Prematurity With Deep Feature Fusion and Ordinal Classification Strategy. 1750-1762 - Zhihua Liu
CANet: Context Aware Network for Brain Glioma Segmentation. 1763-1777 - Karim Armanious
Age-Net: An MRI-Based Iterative Framework for Brain Biological Age Estimation. 1778-1791 - Bo Zhou
Limited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network With Projection Data Fidelity Layer. 1792-1804 - Mingjie Gao
Deep Convolutional Neural Network With Adversarial Training for Denoising Digital Breast Tomosynthesis Images. 1805-1816 - Hans Pinckaers
Detection of Prostate Cancer in Whole-Slide Images Through End-to-End Training With Image-Level Labels. 1817-1826 - Fabien Boux
Bayesian Inverse Regression for Vascular Magnetic Resonance Fingerprinting. 1827-1837 - Sulaiman Vesal
Adapt Everywhere: Unsupervised Adaptation of Point-Clouds and Entropy Minimization for Multi-Modal Cardiac Image Segmentation. 1838-1851 - Christoph W. Lerche
A Linearized Fit Model for Robust Shape Parameterization of FET-PET TACs. 1852-1862 - Agnieszka Barbara Szczotka
Zero-Shot Super-Resolution With a Physically-Motivated Downsampling Kernel for Endomicroscopy. 1863-1874 - Mathilde Bateson
Constrained Domain Adaptation for Image Segmentation. 1875-1887 - Idan Steinberg
Superiorized Photo-Acoustic Non-NEgative Reconstruction (SPANNER) for Clinical Photoacoustic Imaging. 1888-1897 - Xiao-Yong Wei
Deep Collocative Learning for Immunofixation Electrophoresis Image Analysis. 1898-1910 - Yueming Jin
Temporal Memory Relation Network for Workflow Recognition From Surgical Video. 1911-1923 - Ruining Deng
Map3D: Registration-Based Multi-Object Tracking on 3D Serial Whole Slide Images. 1924-1933 - Florian Kromp
Evaluation of Deep Learning Architectures for Complex Immunofluorescence Nuclear Image Segmentation. 1934-1949 - Xin Yang
Agent With Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound. 1950-1961
Volume 40, Number 8, August 2021
- Fenqiang Zhao
S3Reg: Superfast Spherical Surface Registration Based on Deep Learning. 1964-1976 - Shuting Liu
Unpaired Stain Transfer Using Pathology-Consistent Constrained Generative Adversarial Networks. 1977-1989 - Gabriele Valvano
Learning to Segment From Scribbles Using Multi-Scale Adversarial Attention Gates. 1990-2001 - Rui-Qi Li
Real-Time Multi-Guidewire Endpoint Localization in Fluoroscopy Images. 2002-2014 - Avdo Celik, Chang-Hoon Choi
Design and Construction of a PET-Compatible Double-Tuned 1H/31P MR Head Coil. 2015-2022 - Çagla Özsoy
LightSpeed: A Compact, High-Speed Optical-Link-Based 3D Optoacoustic Imager. 2023-2029 - Jie Zhang, Jianfeng Wu, Qingyang Li, Richard J. Caselli
Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of Cognitive Decline With Longitudinal Brain Images. 2030-2041 - Jie Lian
A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation. 2042-2052 - Loïc Peter
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms. 2053-2065 - Saransh Sharma
Wireless 3D Surgical Navigation and Tracking System With 100μm Accuracy Using Magnetic-Field Gradient-Based Localization. 2066-2079 - Gongfa Jiang
Synthesis of Mammogram From Digital Breast Tomosynthesis Using Deep Convolutional Neural Network With Gradient Guided cGANs. 2080-2091 - Fatemeh Taheri Dezaki
Echo-SyncNet: Self-Supervised Cardiac View Synchronization in Echocardiography. 2092-2104 - Elisabeth Hoppe
Deep Learning-Based ECG-Free Cardiac Navigation for Multi-Dimensional and Motion-Resolved Continuous Magnetic Resonance Imaging. 2105-2117 - Kelei He
HF-UNet: Learning Hierarchically Inter-Task Relevance in Multi-Task U-Net for Accurate Prostate Segmentation in CT Images. 2118-2128 - Mahnoosh Tajmirriahi
Modeling of Retinal Optical Coherence Tomography Based on Stochastic Differential Equations: Application to Denoising. 2129-2141 - Mohamed Abouhawwash
Multi-Objective Evolutionary Algorithm for PET Image Reconstruction: Concept. 2142-2151 - Tianyu Ma
Self-Collimating SPECT With Multi-Layer Interspaced Mosaic Detectors. 2152-2169 - Qing Lyu
Cine Cardiac MRI Motion Artifact Reduction Using a Recurrent Neural Network. 2170-2181 - Fernando Barber
Estimation of Personalized Minimal Purkinje Systems From Human Electro-Anatomical Maps. 2182-2194
Volume 40, Number 9, September 2021
- Mohammadreza Amjadian, Seyed Masood Mostafavi
Super-Resolution Photoacoustic Microscopy Using Structured-Illumination. 2197-2207 - Mathias Lukas
Accurate Monte Carlo Modeling of Small-Animal Multi-Pinhole SPECT for Non-Standard Multi-Isotope Applications. 2208-2220 - Matthias Grimm
Pose-Dependent Weights and Domain Randomization for Fully Automatic X-Ray to CT Registration. 2221-2232 - Allen Lu, Shawn S. Ahn
Learning-Based Regularization for Cardiac Strain Analysis via Domain Adaptation. 2233-2245 - Lasse Hansen
GraphRegNet: Deep Graph Regularisation Networks on Sparse Keypoints for Dense Registration of 3D Lung CTs. 2246-2257 - Lea Melki
Electromechanical Wave Imaging With Machine Learning for Automated Isochrone Generation. 2258-2271 - Philipp Roser
X-Ray Scatter Estimation Using Deep Splines. 2272-2283 - Xiaomeng Li
Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis. 2284-2294 - Kaiyan Li
Assessing the Impact of Deep Neural Network-Based Image Denoising on Binary Signal Detection Tasks. 2295-2305 - Matthew J. Muckley
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction. 2306-2317 - Li Qi
Photoacoustic Tomography Image Restoration With Measured Spatially Variant Point Spread Functions. 2318-2328 - Jianning Li
AutoImplant 2020-First MICCAI Challenge on Automatic Cranial Implant Design. 2329-2342 - Qiuli Wang
Realistic Lung Nodule Synthesis With Multi-Target Co-Guided Adversarial Mechanism. 2343-2353 - Wenyong Zhu
Dual Attention Multi-Instance Deep Learning for Alzheimer's Disease Diagnosis With Structural MRI. 2354-2366 - Amirsaeed Yazdani
Simultaneous Denoising and Localization Network for Photoacoustic Target Localization. 2367-2379 - Ruisheng Su
autoTICI: Automatic Brain Tissue Reperfusion Scoring on 2D DSA Images of Acute Ischemic Stroke Patients. 2380-2391 - Diping Song
Deep Relation Transformer for Diagnosing Glaucoma With Optical Coherence Tomography and Visual Field Function. 2392-2402 - Jingru Yi
Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images. 2403-2414 - Sukun Tian
Efficient Computer-Aided Design of Dental Inlay Restoration: A Deep Adversarial Framework. 2415-2427 - Gangming Zhao
Contralaterally Enhanced Networks for Thoracic Disease Detection. 2428-2438 - Chen Chen, Yong Wang, Jianwei Niu
Domain Knowledge Powered Deep Learning for Breast Cancer Diagnosis Based on Contrast-Enhanced Ultrasound Videos. 2439-2451 - Hao Zheng
Alleviating Class-Wise Gradient Imbalance for Pulmonary Airway Segmentation. 2452-2462 - Xiaofei Wang
Joint Learning of 3D Lesion Segmentation and Classification for Explainable COVID-19 Diagnosis. 2463-2476 - Alex Gutierrez, Michael Mullen
Reducing the Complexity of Model-Based MRI Reconstructions via Sparsification. 2477-2486 - Changhoon Choi, Wonseok Choi
Non-Invasive Photothermal Strain Imaging of Non-Alcoholic Fatty Liver Disease in Live Animals. 2487-2495 - Shixiang Feng, Beibei Liu, Ya Zhang
Two-Stream Compare and Contrast Network for Vertebral Compression Fracture Diagnosis. 2496-2506 - Yan Li
1.7-Micron Optical Coherence Tomography Angiography for Characterization of Skin Lesions-A Feasibility Study. 2507-2512 - Ansh Kapil
Domain Adaptation-Based Deep Learning for Automated Tumor Cell (TC) Scoring and Survival Analysis on PD-L1 Stained Tissue Images. 2513-2523
Volume 40, Number 10, October 2021
- Nima Tajbakhsh, Holger Roth, Demetri Terzopoulos, Jianming Liang
Guest Editorial Annotation-Efficient Deep Learning: The Holy Grail of Medical Imaging. 2526-2533 - Vishwesh Nath
Diminishing Uncertainty Within the Training Pool: Active Learning for Medical Image Segmentation. 2534-2547 - Dwarikanath Mahapatra
Interpretability-Driven Sample Selection Using Self Supervised Learning for Disease Classification and Segmentation. 2548-2562 - Chaofan Ma
Boundary-Aware Supervoxel-Level Iteratively Refined Interactive 3D Image Segmentation With Multi-Agent Reinforcement Learning. 2563-2574 - Ruiwei Feng
Interactive Few-Shot Learning: Limited Supervision, Better Medical Image Segmentation. 2575-2588 - Weijian Huang
A Coarse-to-Fine Deformable Transformation Framework for Unsupervised Multi-Contrast MR Image Registration with Dual Consistency Constraint. 2589-2599 - Yongqiang Huang, Wenjun Xia
Noise-Powered Disentangled Representation for Unsupervised Speckle Reduction of Optical Coherence Tomography Images. 2600-2614 - Dawood Al Chanti
IFSS-Net: Interactive Few-Shot Siamese Network for Faster Muscle Segmentation and Propagation in Volumetric Ultrasound. 2615-2628 - Wenji Wang
Few-Shot Learning by a Cascaded Framework With Shape-Constrained Pseudo Label Assessment for Whole Heart Segmentation. 2629-2641 - Angshuman Paul
Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training. 2642-2655 - Hengji Cui, Dong Wei
A Unified Framework for Generalized Low-Shot Medical Image Segmentation With Scarce Data. 2656-2671 - Yuhang Lu
Contour Transformer Network for One-Shot Segmentation of Anatomical Structures. 2672-2684 - Chuanbin Liu
Self-Supervised Attention Mechanism for Pediatric Bone Age Assessment With Efficient Weak Annotation. 2685-2697 - Xi Ouyang
Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis. 2698-2710 - Mickael Tardy
Looking for Abnormalities in Mammograms With Self- and Weakly Supervised Reconstruction. 2711-2722 - Yan Wang
Learning Inductive Attention Guidance for Partially Supervised Pancreatic Ductal Adenocarcinoma Prediction. 2723-2735 - Tianyi Zhao
Weakly Supervised Cell Segmentation by Point Annotation. 2736-2747 - Li Ding
Weakly-Supervised Vessel Detection in Ultra-Widefield Fundus Photography via Iterative Multi-Modal Registration and Learning. 2748-2758 - Ke Yan, Jinzheng Cai
Learning From Multiple Datasets With Heterogeneous and Partial Labels for Universal Lesion Detection in CT. 2759-2770 - Kang Li
Dual-Teacher++: Exploiting Intra-Domain and Inter-Domain Knowledge With Reliable Transfer for Cardiac Segmentation. 2771-2782 - Andrew Gilbert
Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation. 2783-2794 - Lu Wang, Dong Guo, Guotai Wang
Annotation-Efficient Learning for Medical Image Segmentation Based on Noisy Pseudo Labels and Adversarial Learning. 2795-2807 - Qingsong Yao
Label-Free Segmentation of COVID-19 Lesions in Lung CT. 2808-2819 - Jianfei Liu
Active Cell Appearance Model Induced Generative Adversarial Networks for Annotation-Efficient Cell Segmentation and Identification on Adaptive Optics Retinal Images. 2820-2831 - Pengfei Guo
Anatomic and Molecular MR Image Synthesis Using Confidence Guided CNNs. 2832-2844 - Navid Alemi Koohbanani
Self-Path: Self-Supervision for Classification of Pathology Images With Limited Annotations. 2845-2856 - Fatemeh Haghighi
Transferable Visual Words: Exploiting the Semantics of Anatomical Patterns for Self-Supervised Learning. 2857-2868 - Aryan Mobiny
Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. 2869-2879 - Fuyong Xing
Bidirectional Mapping-Based Domain Adaptation for Nucleus Detection in Cross-Modality Microscopy Images. 2880-2896 - Agnieszka Tomczak
Multi-Task Multi-Domain Learning for Digital Staining and Classification of Leukocytes. 2897-2910 - Lie Ju
Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling. 2911-2925 - Devavrat Tomar
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation. 2926-2938 - Sven Koehler
Unsupervised Domain Adaptation From Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks. 2939-2953
Volume 40, Number 11, November 2021
- Ge Wang
Deep Tomographic Image Reconstruction: Yesterday, Today, and Tomorrow - Editorial for the 2nd Special Issue "Machine Learning for Image Reconstruction". 2956-2964 - Ti Bai
Deep Interactive Denoiser (DID) for X-Ray Computed Tomography. 2965-2975 - Ji He
Downsampled Imaging Geometric Modeling for Accurate CT Reconstruction via Deep Learning. 2976-2985 - Siqi Ye
Unified Supervised-Unsupervised (SUPER) Learning for X-Ray CT Image Reconstruction. 2986-3001 - Weiwen Wu
DRONE: Dual-Domain Residual-based Optimization NEtwork for Sparse-View CT Reconstruction. 3002-3014 - Serin Yang
Continuous Conversion of CT Kernel Using Switchable CycleGAN With AdaIN. 3015-3029 - Xi Tao
Learning to Reconstruct CT Images From the VVBP-Tensor. 3030-3041 - Yixing Huang
Data Extrapolation From Learned Prior Images for Truncation Correction in Computed Tomography. 3042-3053 - Shaohua Zhi
CycN-Net: A Convolutional Neural Network Specialized for 4D CBCT Images Refinement. 3054-3064 - Wenjun Xia
CT Reconstruction With PDF: Parameter-Dependent Framework for Data From Multiple Geometries and Dose Levels. 3065-3076 - John W. Hayes
High Pitch Helical CT Reconstruction. 3077-3088 - Yikun Zhang
CLEAR: Comprehensive Learning Enabled Adversarial Reconstruction for Subtle Structure Enhanced Low-Dose CT Imaging. 3089-3101 - Qing Zou
Dynamic Imaging Using a Deep Generative SToRM (Gen-SToRM) Model. 3102-3112 - Anish Lahiri
Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction. 3113-3124 - Gyutaek Oh
Unpaired MR Motion Artifact Deep Learning Using Outlier-Rejecting Bootstrap Aggregation. 3125-3139 - Jing Cheng
Learning Data Consistency and its Application to Dynamic MR Imaging. 3140-3153 - Bo Zhou
MDPET: A Unified Motion Correction and Denoising Adversarial Network for Low-Dose Gated PET. 3154-3164 - Javad Fotouhi
Reconstruction of Orthographic Mosaics From Perspective X-Ray Images. 3165-3177 - Xinyue Huang
Deep Learning for Ultrasound Beamforming in Flexible Array Transducer. 3178-3189 - Yinran Chen
ApodNet: Learning for High Frame Rate Synthetic Transmit Aperture Ultrasound Imaging. 3190-3204 - Xuejin Chen
Weakly Supervised Neuron Reconstruction From Optical Microscopy Images With Morphological Priors. 3205-3216 - Peng Zhang
UHR-DeepFMT: Ultra-High Spatial Resolution Reconstruction of Fluorescence Molecular Tomography Based on 3-D Fusion Dual-Sampling Deep Neural Network. 3217-3228 - An-Cin Li
Patch-Based U-Net Model for Isotropic Quantitative Differential Phase Contrast Imaging. 3229-3237 - Kanggeun Lee
ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising. 3238-3248 - Sayantan Bhadra
On Hallucinations in Tomographic Image Reconstruction. 3249-3260
Volume 40, Number 12, December 2021
- Cong Quan, Jinjie Zhou, Yuanzheng Zhu, Yang Chen
Homotopic Gradients of Generative Density Priors for MR Image Reconstruction. 3265-3278 - Alycen Wiacek
Photoacoustic-Guided Laparoscopic and Open Hysterectomy Procedures Demonstrated With Human Cadavers. 3279-3292 - Luyao Shi
Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning. 3293-3304 - Tianrui Luo
Joint Design of RF and Gradient Waveforms via Auto-differentiation for 3D Tailored Excitation in MRI. 3305-3314 - Meilu Zhu
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images. 3315-3325 - Junzhong Ji
Estimating Effective Connectivity by Recurrent Generative Adversarial Networks. 3326-3336 - Jaejun Yoo
Time-Dependent Deep Image Prior for Dynamic MRI. 3337-3348 - Qutaiba Mustafa
In Vivo Three-Dimensional Raster Scan Optoacoustic Mesoscopy Using Frequency Domain Inversion. 3349-3357 - Adrien Bertolo
XDoppler: Cross-Correlation of Orthogonal Apertures for 3D Blood Flow Imaging. 3358-3368 - Hyunseok Seo
Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation. 3369-3378 - Philippe Cormier
Dynamic Myocardial Ultrasound Localization Angiography. 3379-3388 - Jiacheng Zhang
Divergence-Free Constrained Phase Unwrapping and Denoising for 4D Flow MRI Using Weighted Least-Squares. 3389-3399 - Jian Cheng
Brain Age Estimation From MRI Using Cascade Networks With Ranking Loss. 3400-3412 - Ruchika Verma
MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge. 3413-3423 - Peirong Liu
Perfusion Imaging: An Advection Diffusion Approach. 3424-3435 - Bruno Barufaldi
Computational Breast Anatomy Simulation Using Multi-Scale Perlin Noise. 3436-3445 - Ruhan Liu
NHBS-Net: A Feature Fusion Attention Network for Ultrasound Neonatal Hip Bone Segmentation. 3446-3458 - Wenjun Xia
MAGIC: Manifold and Graph Integrative Convolutional Network for Low-Dose CT Reconstruction. 3459-3472 - Vasily L. Yarnykh
Data-Driven Retrospective Correction of B1 Field Inhomogeneity in Fast Macromolecular Proton Fraction and R1 Mapping. 3473-3484 - Bao Yang
Dictionary Learning Constrained Direct Parametric Estimation in Dynamic Myocardial Perfusion PET. 3485-3497 - Zhongwen Cheng
An Excitation-Reception Collinear Probe for Ultrasonic, Photoacoustic, and Thermoacoustic Tri-Modal Volumetric Imaging. 3498-3506 - Yi Liu
CleftNet: Augmented Deep Learning for Synaptic Cleft Detection From Brain Electron Microscopy. 3507-3518 - Huimin Huang
Medical Image Segmentation With Deep Atlas Prior. 3519-3530 - Zhongliang Xue
Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images. 3531-3542 - Víctor M. Campello
Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. 3543-3554 - Fuping Wu
Unsupervised Domain Adaptation With Variational Approximation for Cardiac Segmentation. 3555-3567 - Tobias Knopp
Efficient Joint Estimation of Tracer Distribution and Background Signals in Magnetic Particle Imaging Using a Dictionary Approach. 3568-3579 - Jiarun Liu
Co-Correcting: Noise-Tolerant Medical Image Classification via Mutual Label Correction. 3580-3592 - Lina Hacker
A Copolymer-in-Oil Tissue-Mimicking Material With Tuneable Acoustic and Optical Characteristics for Photoacoustic Imaging Phantoms. 3593-3603 - Zhiming Cui
Structure-Driven Unsupervised Domain Adaptation for Cross-Modality Cardiac Segmentation. 3604-3616 - Sooyeon Ji
Quad-Contrast Imaging: Simultaneous Acquisition of Four Contrast-Weighted Images (PD-Weighted, T₂-Weighted, PD-FLAIR and T₂-FLAIR Images) With Synthetic T₁-Weighted Image, T₁- and T₂-Maps. 3617-3626 - Yankai Jiang
ALA-Net: Adaptive Lesion-Aware Attention Network for 3D Colorectal Tumor Segmentation. 3627-3640 - He Zhao
Anomaly Detection for Medical Images Using Self-Supervised and Translation-Consistent Features. 3641-3651 - Jie Yang
Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study. 3652-3662 - Sutanu Bera
Noise Conscious Training of Non Local Neural Network Powered by Self Attentive Spectral Normalized Markovian Patch GAN for Low Dose CT Denoising. 3663-3673 - Xu Ji
Development of an Integrated C-Arm Interventional Imaging System With a Strip Photon Counting Detector and a Flat Panel Detector. 3674-3685 - Thomas Küstner
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. 3686-3697 - Ziwen Ke
Learned Low-Rank Priors in Dynamic MR Imaging. 3698-3710 - Elena Maria Zannoni
Design Study of an Ultrahigh Resolution Brain SPECT System Using a Synthetic Compound-Eye Camera Design With Micro-Slit and Micro-Ring Apertures. 3711-3727 - Yang Dong
A Polarization-Imaging-Based Machine Learning Framework for Quantitative Pathological Diagnosis of Cervical Precancerous Lesions. 3728-3738 - Wei Shao, Tongxin Wang
Weakly Supervised Deep Ordinal Cox Model for Survival Prediction From Whole-Slide Pathological Images. 3739-3747 - Yoganand Balagurunathan
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. 3748-3761 - Jingyuan Xu
Hip Landmark Detection With Dependency Mining in Ultrasound Image. 3762-3774 - Mohsen Farzi
Assessing Myocardial Microstructure With Biophysical Models of Diffusion MRI. 3775-3786 - Joyce Chelangat Bore
A Long Short-Term Memory Network for Sparse Spatiotemporal EEG Source Imaging. 3787-3800 - Kisuk Lee
Learning and Segmenting Dense Voxel Embeddings for 3D Neuron Reconstruction. 3801-3811 - Vincent Hingot
Measuring Image Resolution in Ultrasound Localization Microscopy. 3812-3819 - Dian Qin
Efficient Medical Image Segmentation Based on Knowledge Distillation. 3820-3831 - Ronal Coronado
A Spatial Off-Resonance Correction in Spirals for Magnetic Resonance Fingerprinting. 3832-3842 - Rongyao Hu, Zi-Wen Peng, Xiaofeng Zhu
Multi-Band Brain Network Analysis for Functional Neuroimaging Biomarker Identification. 3843-3855 - Jingyi Zhu
Self-Fluence-Compensated Functional Photoacoustic Microscopy. 3856-3866 - Xiaoyang Chen
Fast and Accurate Craniomaxillofacial Landmark Detection via 3D Faster R-CNN. 3867-3878 - Yudu Li
Machine Learning-Enabled High-Resolution Dynamic Deuterium MR Spectroscopic Imaging. 3879-3890 - Redouane Ternifi, Yinong Wang
Quantitative Biomarkers for Cancer Detection Using Contrast-Free Ultrasound High-Definition Microvessel Imaging: Fractal Dimension, Murray's Deviation, Bifurcation Angle & Spatial Vascularity Pattern. 3891-3900 - Xiong Zhang
Artifact and Detail Attention Generative Adversarial Networks for Low-Dose CT Denoising. 3901-3918 - Sourav Pramanik
LINPE-BL: A Local Descriptor and Broad Learning for Identification of Abnormal Breast Thermograms. 3919-3931 - Junghyun Lee, Jawook Gu
Unsupervised CT Metal Artifact Learning Using Attention-Guided β-CycleGAN. 3932-3944 - Rikiya Yamashita
Learning Domain-Agnostic Visual Representation for Computational Pathology Using Medically-Irrelevant Style Transfer Augmentation. 3945-3954 - Yuhui Ma
Structure and Illumination Constrained GAN for Medical Image Enhancement. 3955-3967 - Hein de Hoop
Corrections to "Multiperspective Ultrasound Strain Imaging of the Abdominal Aorta". 3968 - Qiuli Wang
Erratum to "Realistic Lung Nodule Synthesis With Multi-Target Co-Guided Adversarial Mechanism". 3969
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