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IEEE Transactions on Medical Imaging, Volume 41
Volume 41, Number 1, January 2022
- Heyi Li
, Dongdong Chen, William H. Nailon, Mike E. Davies
Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography. 3-13 - Kübra Keskin
Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI. 14-26 - Jae Eun Song
Improved Multi-Echo Gradient-Echo-Based Myelin Water Fraction Mapping Using Dimensionality Reduction. 27-38 - Aurelien Destruel
Integrated Multi-Modal Antenna With Coupled Radiating Structures (I-MARS) for 7T pTx Body MRI. 39-51 - Joon Sik Park
Joint Reconstruction of Vascular Structure and Function Maps in Dynamic Contrast Enhanced MRI Using Vascular Heterogeneity Priors. 52-62 - Erpeng Dai
Distortion-Free Diffusion Imaging Using Self-Navigated Cartesian Echo-Planar Time Resolved Acquisition and Joint Magnitude and Phase Constrained Reconstruction. 63-74 - Xiahan Chen
Model-Driven Deep Learning Method for Pancreatic Cancer Segmentation Based on Spiral-Transformation. 75-87 - Gengxin Xu
Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation. 88-102 - Sushanth G. Sathyanarayana
Recovery of Blood Flow From Undersampled Photoacoustic Microscopy Data Using Sparse Modeling. 103-120 - Xiaoting Han
Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. 121-132 - Anna E. Knight
Full Characterization of in vivo Muscle as an Elastic, Incompressible, Transversely Isotropic Material Using Ultrasonic Rotational 3D Shear Wave Elasticity Imaging. 133-144 - Shengye Hu, Baiying Lei
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis. 145-157 - Jaime Tierney
Training Deep Network Ultrasound Beamformers With Unlabeled In Vivo Data. 158-171 - Arvind Balachandrasekaran
Reducing the Effects of Motion Artifacts in fMRI: A Structured Matrix Completion Approach. 172-185 - Zhenyuan Ning
Relation-Aware Shared Representation Learning for Cancer Prognosis Analysis With Auxiliary Clinical Variables and Incomplete Multi-Modality Data. 186-198 - Xi Jia
Learning a Model-Driven Variational Network for Deformable Image Registration. 199-212 - Sheng He
Global-Local Transformer for Brain Age Estimation. 213-224 - Juhun Lee
Identifying Women With Mammographically- Occult Breast Cancer Leveraging GAN-Simulated Mammograms. 225-236 - Yang Li, Jingyu Liu
Virtual Adversarial Training-Based Deep Feature Aggregation Network From Dynamic Effective Connectivity for MCI Identification. 237-251
Volume 41, Number 2, February 2022
- Jinkui Hao, Fei Li, Huaying Hao, Huazhu Fu
Hybrid Variation-Aware Network for Angle-Closure Assessment in AS-OCT. 254-265 - Shujaat Khan
Switchable and Tunable Deep Beamformer Using Adaptive Instance Normalization for Medical Ultrasound. 266-278 - Dominik Narnhofer
Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction. 279-291 - Jiahong Wei
Genetic U-Net: Automatically Designed Deep Networks for Retinal Vessel Segmentation Using a Genetic Algorithm. 292-307 - Li Guo, Jian Lyu, Zhe Zhang, Jinping Shi, Qianjin Feng, Yanqiu Feng, Mingyong Gao, Xinyuan Zhang
A Joint Framework for Denoising and Estimating Diffusion Kurtosis Tensors Using Multiple Prior Information. 308-319 - Masashi Nagaya, Norimichi Ukita
Embryo Grading With Unreliable Labels Due to Chromosome Abnormalities by Regularized PU Learning With Ranking. 320-331 - Niek R. F. Huttinga
Real-Time Non-Rigid 3D Respiratory Motion Estimation for MR-Guided Radiotherapy Using MR-MOTUS. 332-346 - Wenxiang Ding
Machine Learning-Based Noninvasive Quantification of Single-Imaging Session Dual-Tracer 18F-FDG and 68Ga-DOTATATE Dynamic PET-CT in Oncology. 347-359 - Raghav Mehta
Propagating Uncertainty Across Cascaded Medical Imaging Tasks for Improved Deep Learning Inference. 360-373 - Woo June Choi
Image Correlation-Based Method to Assess Ciliary Beat Frequency in Human Airway Organoids. 374-382 - Jiabo Ma
STSRNet: Self-Texture Transfer Super-Resolution and Refocusing Network. 383-393 - Meng Wang
MsTGANet: Automatic Drusen Segmentation From Retinal OCT Images. 394-406 - Mufeng Geng
Content-Noise Complementary Learning for Medical Image Denoising. 407-419 - Jun Chen
Adaptive Hierarchical Dual Consistency for Semi-Supervised Left Atrium Segmentation on Cross-Domain Data. 420-433 - Xiaoqing Guo
Semantic-Oriented Labeled-to-Unlabeled Distribution Translation for Image Segmentation. 434-445 - Adam Rauff
A Nonparametric Approach for Estimating Three-Dimensional Fiber Orientation Distribution Functions (ODFs) in Fibrous Materials. 446-455 - Fatmatülzehra Uslu
LA-Net: A Multi-Task Deep Network for the Segmentation of the Left Atrium. 456-464 - Mikkel Fly Kragh
Predicting Embryo Viability Based on Self-Supervised Alignment of Time-Lapse Videos. 465-475 - Zhenyuan Ning
SMU-Net: Saliency-Guided Morphology-Aware U-Net for Breast Lesion Segmentation in Ultrasound Image. 476-490 - Juhyung Park
DIFFnet: Diffusion Parameter Mapping Network Generalized for Input Diffusion Gradient Schemes and b-Value. 491-499
Volume 41, Number 3, March 2022
- Jonathan Fincke
Quantitative Sound Speed Imaging of Cortical Bone and Soft Tissue: Results From Observational Data Sets. 502-514 - Hanene Ben Yedder
Multitask Deep Learning Reconstruction and Localization of Lesions in Limited Angle Diffuse Optical Tomography. 515-530 - Guotai Wang
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis From Lung CT Scans With Multi-Scale Guided Dense Attention. 531-542 - Malte Hoffmann
SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images. 543-558 - Yan Wang
WDCCNet: Weighted Double-Classifier Constraint Neural Network for Mammographic Image Classification. 559-570 - Oz Frank
Integrating Domain Knowledge Into Deep Networks for Lung Ultrasound With Applications to COVID-19. 571-581 - Kang Zhou, Jing Li, Weixin Luo
Proxy-Bridged Image Reconstruction Network for Anomaly Detection in Medical Images. 582-594 - Jiawei Chen, Ziqi Zhang
Beyond Mutual Information: Generative Adversarial Network for Domain Adaptation Using Information Bottleneck Constraint. 595-607 - Yinghuan Shi
Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. 608-620 - Cheng Chen
Learning With Privileged Multimodal Knowledge for Unimodal Segmentation. 621-632 - Zhen Yu
Early Melanoma Diagnosis With Sequential Dermoscopic Images. 633-646 - Nikolay B. Yavich
Conservative Finite Element Modeling of EEG and MEG on Unstructured Grids. 647-656 - Yu An, Chang Bian
A Fast and Automated FMT/XCT Reconstruction Strategy Based on Standardized Imaging Space. 657-666 - Yue Han, Qiu-Hua Lin
Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint. 667-679 - Kuang Gong
Direct Reconstruction of Linear Parametric Images From Dynamic PET Using Nonlocal Deep Image Prior. 680-689 - Yanda Meng
Graph-Based Region and Boundary Aggregation for Biomedical Image Segmentation. 690-701 - Soufiane Belharbi
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty. 702-714 - Jie Liu
Graph-Based Surgical Instrument Adaptive Segmentation via Domain-Common Knowledge. 715-726 - Yachao Zhang
Video-Rate Dual-Modal Wide-Beam Harmonic Ultrasound and Photoacoustic Computed Tomography. 727-736 - Deepika Singh
Breast Thermography as an Adjunct Tool to Monitor the Chemotherapy Response in a Triple Negative BIRADS V Cancer Patient: A Case Study. 737-745 - Ethan H. Nguyen
Circle Representation for Medical Object Detection. 746-754
Volume 41, Number 4, April 2022
- Richard J. Chen, Ming Y. Lu
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis. 757-770 - Feng Shi
Semi-Supervised Deep Transfer Learning for Benign-Malignant Diagnosis of Pulmonary Nodules in Chest CT Images. 771-781 - Chloé Bourquin
In Vivo Pulsatility Measurement of Cerebral Microcirculation in Rodents Using Dynamic Ultrasound Localization Microscopy. 782-792 - Mohammad H. Jafari
U-LanD: Uncertainty-Driven Video Landmark Detection. 793-804 - Zhuoying Wang
Sparse Coding-Enabled Low-Fluence Multi-Parametric Photoacoustic Microscopy. 805-814 - Ponkrshnan Thiagarajan
Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images. 815-825 - Yue Zhao
Two-Stream Graph Convolutional Network for Intra-Oral Scanner Image Segmentation. 826-835 - Laurent Chauvin
Efficient Pairwise Neuroimage Analysis Using the Soft Jaccard Index and 3D Keypoint Sets. 836-845 - Justine Robin
Dual-Mode Volumetric Optoacoustic and Contrast Enhanced Ultrasound Imaging With Spherical Matrix Arrays. 846-856 - Chao Li
Comprehensive Assessment of Coronary Calcification in Intravascular OCT Using a Spatial-Temporal Encoder-Decoder Network. 857-868 - Hong Wang
DICDNet: Deep Interpretable Convolutional Dictionary Network for Metal Artifact Reduction in CT Images. 869-880 - Chuang Zhu
Hard Sample Aware Noise Robust Learning for Histopathology Image Classification. 881-894 - Rafael C. Schick
Correction of Motion Artifacts in Dark-Field Radiography of the Human Chest. 895-902 - Bo Yang
Structure-Guided Segmentation for 3D Neuron Reconstruction. 903-914 - Stephen A. Lee
FUS-Net: U-Net-Based FUS Interference Filtering. 915-924 - S. Mazdak Abulnaga
Volumetric Parameterization of the Placenta to a Flattened Template. 925-936 - Maria Wimmer
Multi-Task Fusion for Improving Mammography Screening Data Classification. 937-950 - Bin Huang
3D Lightweight Network for Simultaneous Registration and Segmentation of Organs-at-Risk in CT Images of Head and Neck Cancer. 951-964 - Jeya Maria Jose Valanarasu
KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation. 965-976 - Mariia Borovkova
Screening of Alzheimer's Disease With Multiwavelength Stokes Polarimetry in a Mouse Model. 977-982 - Zhe Liu
Impedance-Optical Dual-Modal Cell Culture Imaging With Learning-Based Information Fusion. 983-996 - Adrien Foucart
Comments on "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge". 997-999 - Ruchika Verma
Author's Reply to "MoNuSAC2020: A Multi-Organ Nuclei Segmentation and Classification Challenge". 1000-1003
Volume 41, Number 5, May 2022
- Jiasheng Su
A CNN Based Software Gradiometer for Electromagnetic Background Noise Reduction in Low Field MRI Applications. 1007-1016 - Peiliang Bai
A Fast Detection Method of Break Points in Effective Connectivity Networks. 1017-1030 - Weixun Chen
Deep-Learning-Based Automated Neuron Reconstruction From 3D Microscopy Images Using Synthetic Training Images. 1031-1042 - Cheng Bian
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation. 1043-1056 - Jue Jiang
Unpaired Cross-Modality Educed Distillation (CMEDL) for Medical Image Segmentation. 1057-1068 - Xuan Wang
A 3D Tubular Flux Model for Centerline Extraction in Neuron Volumetric Images. 1069-1079 - Linghua Wu, Zhongwen Cheng
A Handheld Microwave Thermoacoustic Imaging System With an Impedance Matching Microwave-Sono Probe for Breast Tumor Screening. 1080-1086 - Lei Guo
Calibrated Frequency-Division Distorted Born Iterative Tomography for Real-Life Head Imaging. 1087-1103 - Chang-Hoon Choi
A Novel J-Shape Antenna Array for Simultaneous MR-PET or MR-SPECT Imaging. 1104-1113 - Kaiyan Li
A Hybrid Approach for Approximating the Ideal Observer for Joint Signal Detection and Estimation Tasks by Use of Supervised Learning and Markov-Chain Monte Carlo Methods. 1114-1124 - Majid Zamani
Generation of Anatomically Inspired Human Airway Tree Using Electrical Impedance Tomography: A Method to Estimate Regional Lung Filling Characteristics. 1125-1137 - Fei Lyu
Weakly Supervised Liver Tumor Segmentation Using Couinaud Segment Annotation. 1138-1149 - Yue Hu
High-Quality MR Fingerprinting Reconstruction Using Structured Low-Rank Matrix Completion and Subspace Projection. 1150-1164 - Yuchuan Qiao
Unsupervised Deep Learning for FOD-Based Susceptibility Distortion Correction in Diffusion MRI. 1165-1175 - Wenyuan Li
PathAL: An Active Learning Framework for Histopathology Image Analysis. 1176-1187 - Lorenzo Massimi
Volumetric High-Resolution X-Ray Phase-Contrast Virtual Histology of Breast Specimens With a Compact Laboratory System. 1188-1195 - Yiren Chen
FractureNet: A 3D Convolutional Neural Network Based on the Architecture of m-Ary Tree for Fracture Type Identification. 1196-1207 - Fudong Li
MHA-CoroCapsule: Multi-Head Attention Routing-Based Capsule Network for COVID-19 Chest X-Ray Image Classification. 1208-1218 - Dongming Wei
Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images. 1219-1229 - Tiantian Li
Deep Learning Based Joint PET Image Reconstruction and Motion Estimation. 1230-1241 - Peng Yao
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification. 1242-1254 - Weihang Dai
Adaptive Contrast for Image Regression in Computer-Aided Disease Assessment. 1255-1268 - Ivan Ezhov
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models. 1269-1278 - Huijuan Zhang
Deep-E: A Fully-Dense Neural Network for Improving the Elevation Resolution in Linear-Array-Based Photoacoustic Tomography. 1279-1288 - Meghdoot Mozumder
A Model-Based Iterative Learning Approach for Diffuse Optical Tomography. 1289-1299 - Jinbum Kang
Real-Time Ultrasound Detection of Breast Microcalcifications Using Multifocus Twinkling Artifact Imaging. 1300-1308
Volume 41, Number 6, June 2022
- Ester Bonmati
Voice-Assisted Image Labeling for Endoscopic Ultrasound Classification Using Neural Networks. 1311-1319 - Minh H. Vu
A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation. 1320-1330 - Xuanang Xu
Shadow-Consistent Semi-Supervised Learning for Prostate Ultrasound Segmentation. 1331-1345 - Yuyin Zhou
External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation With Limited Data. 1346-1357 - Xiaoguang Li
Detecting Absence of Bone Wall in Jugular Bulb by Image Transformation Surrogate Tasks. 1358-1370 - Cheng Xue
Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training. 1371-1382 - Yao Sui
Scan-Specific Generative Neural Network for MRI Super-Resolution Reconstruction. 1383-1399 - Naohiro Eda
A Method for Electrical Property Tomography Based on a Three-Dimensional Integral Representation of the Electric Field. 1400-1409 - Miles Thies
Combined Therapy Planning, Real-Time Monitoring, and Low Intensity Focused Ultrasound Treatment Using a Diagnostic Imaging Array. 1410-1419 - Yue Zhu
Dual-Tuned Lattice Balun for Multi-Nuclear MRI and MRS. 1420-1430 - Chee-Ming Ting
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI. 1431-1442 - Minh Q. Tran
Light-Weight Deformable Registration Using Adversarial Learning With Distilling Knowledge. 1443-1453 - Fan Zhang
Deep Diffusion MRI Registration (DDMReg): A Deep Learning Method for Diffusion MRI Registration. 1454-1467 - Md. Murad Hossain
Quantitative Estimation of Mechanical Anisotropy Using Acoustic Radiation Force (ARF)-Induced Peak Displacements (PD): In Silico and Experimental Demonstration. 1468-1481 - Yexin Liu, Jian Zhou
FCP-Net: A Feature-Compression-Pyramid Network Guided by Game-Theoretic Interactions for Medical Image Segmentation. 1482-1496 - Shixuan Zhao
A Local and Global Feature Disentangled Network: Toward Classification of Benign-Malignant Thyroid Nodules From Ultrasound Image. 1497-1509 - Guoyang Li
Arterial Stiffness Probed by Dynamic Ultrasound Elastography Characterizes Waveform of Blood Pressure. 1510-1519 - Jianhong Cheng
A Fully Automated Multimodal MRI-Based Multi-Task Learning for Glioma Segmentation and IDH Genotyping. 1520-1532 - Lie Ju
Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation. 1533-1546 - Gang Xing
Multi-Scale Pathological Fluid Segmentation in OCT With a Novel Curvature Loss in Convolutional Neural Network. 1547-1559 - Suraj Mishra
Data-Driven Deep Supervision for Medical Image Segmentation. 1560-1574 - Jinbiao Liu
Closed-Loop Construction and Analysis of Cortico-Muscular-Cortical Functional Network After Stroke. 1575-1586 - Viktor Puchnin
Imaging Capabilities of the ¹H-X-Nucleus Metamaterial-Inspired Multinuclear RF-Coil. 1587-1595 - Shiqi Huang
RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-Lesion Segmentation. 1596-1607
Volume 41, Number 7, July 2022
- Zixun Huang
Joint Spine Segmentation and Noise Removal From Ultrasound Volume Projection Images With Selective Feature Sharing. 1610-1624 - Zaccharie Ramzi
NC-PDNet: A Density-Compensated Unrolled Network for 2D and 3D Non-Cartesian MRI Reconstruction. 1625-1638 - Yang Li
NPCNet: Jointly Segment Primary Nasopharyngeal Carcinoma Tumors and Metastatic Lymph Nodes in MR Images. 1639-1650 - Wenyao Xia
A Robust Edge-Preserving Stereo Matching Method for Laparoscopic Images. 1651-1664 - Jiale Cheng
Path Signature Neural Network of Cortical Features for Prediction of Infant Cognitive Scores. 1665-1676 - Beatrice van Amsterdam
Gesture Recognition in Robotic Surgery With Multimodal Attention. 1677-1687 - Sheng Wang
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis. 1688-1698 - Heng Li
An Annotation-Free Restoration Network for Cataractous Fundus Images. 1699-1710 - Junhao Hu
Chest X-Ray Diagnostic Quality Assessment: How Much Is Pixel-Wise Supervision Needed? 1711-1723 - Ian Rubinoff
High-Speed Balanced-Detection Visible-Light Optical Coherence Tomography in the Human Retina Using Subpixel Spectrometer Calibration. 1724-1734 - Corey E. Cruttenden, Wei Zhu
Toward Completely Sampled Extracellular Neural Recording During fMRI. 1735-1746 - Yilmaz Korkmaz
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. 1747-1763 - Marwa Ismail
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma. 1764-1777 - Dianlin Hu
DIOR: Deep Iterative Optimization-Based Residual-Learning for Limited-Angle CT Reconstruction. 1778-1790 - Runnan Chen
Structure-Aware Long Short-Term Memory Network for 3D Cephalometric Landmark Detection. 1791-1801 - Sean M. Rothenberger
Modeling Bias Error in 4D Flow MRI Velocity Measurements. 1802-1812 - Tommaso Di Ianni
Deep-fUS: A Deep Learning Platform for Functional Ultrasound Imaging of the Brain Using Sparse Data. 1813-1825 - Jingliang Zhao
Segmentation of the True Lumen of Aorta Dissection via Morphology-Constrained Stepwise Deep Mesh Regression. 1826-1836 - Cheng Ouyang
Self-Supervised Learning for Few-Shot Medical Image Segmentation. 1837-1848 - Han Wang
RECISTSup: Weakly-Supervised Lesion Volume Segmentation Using RECIST Measurement. 1849-1861 - Fabian Mohn
System Matrix Based Reconstruction for Pulsed Sequences in Magnetic Particle Imaging. 1862-1873 - Zehui Liao
Learning From Ambiguous Labels for Lung Nodule Malignancy Prediction. 1874-1884 - Kerem Can Tezcan
Sampling Possible Reconstructions of Undersampled Acquisitions in MR Imaging With a Deep Learned Prior. 1885-1896 - Xinyu Liu
A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow. 1897-1908
Volume 41, Number 8, August 2022
- Ewan Evain
Motion Estimation by Deep Learning in 2D Echocardiography: Synthetic Dataset and Validation. 1911-1924 - Chen-Chen Fan
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network. 1925-1937 - Jipeng Yan
Super-Resolution Ultrasound Through Sparsity-Based Deconvolution and Multi-Feature Tracking. 1938-1947 - Assaf Arbelle, Shaked Cohen
Dual-Task ConvLSTM-UNet for Instance Segmentation of Weakly Annotated Microscopy Videos. 1948-1960 - Qingjie Meng
MulViMotion: Shape-Aware 3D Myocardial Motion Tracking From Multi-View Cardiac MRI. 1961-1974 - Yang Li
Dual Encoder-Based Dynamic-Channel Graph Convolutional Network With Edge Enhancement for Retinal Vessel Segmentation. 1975-1989 - Chengsheng Mao
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification With Chest X-Rays. 1990-2003 - Jungbin Lee
Moxifloxacin-Based Extended Depth-of-Field Fluorescence Microscopy for Real-Time Conjunctival Goblet Cell Examination. 2004-2008 - Xiangmin Han
Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis With Imbalanced Modalities. 2009-2020 - Jue Jiang
One Shot PACS: Patient Specific Anatomic Context and Shape Prior Aware Recurrent Registration-Segmentation of Longitudinal Thoracic Cone Beam CTs. 2021-2032 - Eric Z. Chen
Pyramid Convolutional RNN for MRI Image Reconstruction. 2033-2047 - Luis Albert Zavala-Mondragón
Noise Reduction in CT Using Learned Wavelet-Frame Shrinkage Networks. 2048-2066 - Qier Meng
Weakly-Supervised Learning With Complementary Heatmap for Retinal Disease Detection. 2067-2078 - Lei Mou, Hong Qi
DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity. 2079-2091 - Yang Zhou
3D Segmentation Guided Style-Based Generative Adversarial Networks for PET Synthesis. 2092-2104 - Chaithya G. R.
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging. 2105-2117 - William Consagra
Optimized Diffusion Imaging for Brain Structural Connectome Analysis. 2118-2129 - Mengting Xu
MedRDF: A Robust and Retrain-Less Diagnostic Framework for Medical Pretrained Models Against Adversarial Attack. 2130-2143 - Xiang Chen, Wenjun Xia
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction. 2144-2156 - Diya Sun
Deep Volumetric Descriptor Learning for Dense Correspondence of Cone-Beam Computed Tomography via Spectral Maps. 2157-2169 - Gary Ruben
Full Field X-Ray Scatter Tomography. 2170-2179 - Tiange Xiang
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. 2180-2190 - Ya Gao
Deep Learning-Based Photoacoustic Imaging of Vascular Network Through Thick Porous Media. 2191-2204
Volume 41, Number 9, September 2022
- Shuai Zheng
Multi-Modal Graph Learning for Disease Prediction. 2207-2216 - Dasheng Wu
Automatic Brain Midline Surface Delineation on 3D CT Images With Intracranial Hemorrhage. 2217-2227 - Chenyu You
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation. 2228-2237 - Yubo Tan
Retinal Vessel Segmentation With Skeletal Prior and Contrastive Loss. 2238-2251 - Jiatai Lin
PDBL: Improving Histopathological Tissue Classification With Plug-and-Play Pyramidal Deep-Broad Learning. 2252-2262 - Yipu Zhang
Multi-Modal Imaging Genetics Data Fusion via a Hypergraph-Based Manifold Regularization: Application to Schizophrenia Study. 2263-2272 - Jiahuan Song
Global and Local Feature Reconstruction for Medical Image Segmentation. 2273-2284 - Mohammad Sarabian
Physics-Informed Neural Networks for Brain Hemodynamic Predictions Using Medical Imaging. 2285-2303 - Sheng He
Deep Relation Learning for Regression and Its Application to Brain Age Estimation. 2304-2317 - Guanhua Wang
B-Spline Parameterized Joint Optimization of Reconstruction and K-Space Trajectories (BJORK) for Accelerated 2D MRI. 2318-2330 - Matthias Wilms
Invertible Modeling of Bidirectional Relationships in Neuroimaging With Normalizing Flows: Application to Brain Aging. 2331-2347 - Wonjun Ko
A Deep Generative-Discriminative Learning for Multimodal Representation in Imaging Genetics. 2348-2359 - Brian Matejek
Scalable Biologically-Aware Skeleton Generation for Connectomic Volumes. 2360-2370 - Weijie Gan
Deformation-Compensated Learning for Image Reconstruction Without Ground Truth. 2371-2384 - Qi You
Curvelet Transform-Based Sparsity Promoting Algorithm for Fast Ultrasound Localization Microscopy. 2385-2398 - Matthew Tivnan
Design Optimization of Spatial-Spectral Filters for Cone-Beam CT Material Decomposition. 2399-2413 - Lin Ge
Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network. 2414-2431 - Tingting Chen
A Task Decomposing and Cell Comparing Method for Cervical Lesion Cell Detection. 2432-2442 - Dwarikanath Mahapatra
Self-Supervised Generalized Zero Shot Learning for Medical Image Classification Using Novel Interpretable Saliency Maps. 2443-2456 - Yunlong Zhang
Harmonizing Pathological and Normal Pixels for Pseudo-Healthy Synthesis. 2457-2468 - Yonghui Li
Domain Adaptive Box-Supervised Instance Segmentation Network for Mitosis Detection. 2469-2485 - Xinlin Zhang
Accelerated MRI Reconstruction With Separable and Enhanced Low-Rank Hankel Regularization. 2486-2498 - Kai Xuan
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network. 2499-2509 - Fei Lyu
Learning From Synthetic CT Images via Test-Time Training for Liver Tumor Segmentation. 2510-2520 - Antoine Legouhy
An Iterative Centroid Approach for Diffeomorphic Online Atlasing. 2521-2531 - Nathan Blanken
Super-Resolved Microbubble Localization in Single-Channel Ultrasound RF Signals Using Deep Learning. 2532-2542 - Shuangyang Zhang
MRI Information-Based Correction and Restoration of Photoacoustic Tomography. 2543-2555
Volume 41, Number 10, October 2022
- Jiahong Ouyang
Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI. 2558-2569 - Anqi Xiao
Intraoperative Glioma Grading Using Neural Architecture Search and Multi-Modal Imaging. 2570-2581 - Peixian Liang
H-EMD: A Hierarchical Earth Mover's Distance Method for Instance Segmentation. 2582-2597 - Onat Dalmaz
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. 2598-2614 - Yakub A. Bayhaqi
Deep-Learning-Based Fast Optical Coherence Tomography (OCT) Image Denoising for Smart Laser Osteotomy. 2615-2628 - Xuanxuan Zhang
Self-Training Strategy Based on Finite Element Method for Adaptive Bioluminescence Tomography Reconstruction. 2629-2643 - Haoran Lai
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma. 2644-2657 - Ke Yan, Jinzheng Cai
SAM: Self-Supervised Learning of Pixel-Wise Anatomical Embeddings in Radiological Images. 2658-2669 - Yu Zhao
Functional Parcellation of Human Brain Using Localized Topo-Connectivity Mapping. 2670-2680 - Hongyan Liu
Acceleration Strategies for MR-STAT: Achieving High-Resolution Reconstructions on a Desktop PC Within 3 Minutes. 2681-2692 - Abdul Haseeb Ahmed
Dynamic Imaging Using Deep Bi-Linear Unsupervised Representation (DEBLUR). 2693-2703 - Mucong Li
Three-Dimensional Deep-Tissue Functional and Molecular Imaging by Integrated Photoacoustic, Ultrasound, and Angiographic Tomography (PAUSAT). 2704-2714 - Wei Wu
CAR-Net: A Deep Learning-Based Deformation Model for 3D/2D Coronary Artery Registration. 2715-2727 - David Zimmerer
MOOD 2020: A Public Benchmark for Out-of-Distribution Detection and Localization on Medical Images. 2728-2738 - Seungbo Ha
SPHARM-Net: Spherical Harmonics-Based Convolution for Cortical Parcellation. 2739-2751 - Tingting Dan
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network. 2752-2763 - Yu Li
Brain Connectivity Based Graph Convolutional Networks and Its Application to Infant Age Prediction. 2764-2776 - Zhihua Wang
Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer. 2777-2787 - Jinxin Lv
Joint Progressive and Coarse-to-Fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion. 2788-2802 - Zhanyu Wang
Automated Radiographic Report Generation Purely on Transformer: A Multicriteria Supervised Approach. 2803-2813 - Jianjia Zhang
Diffusion Kernel Attention Network for Brain Disorder Classification. 2814-2827 - Huihui Fang
ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images. 2828-2847 - Jinyi Qi
Positronium Lifetime Image Reconstruction for TOF PET. 2848-2855 - Yankun Lang
Localization of Craniomaxillofacial Landmarks on CBCT Images Using 3D Mask R-CNN and Local Dependency Learning. 2856-2866 - Nathan Painchaud
Echocardiography Segmentation With Enforced Temporal Consistency. 2867-2878 - Ryoji Hirano
Fully-Automated Spike Detection and Dipole Analysis of Epileptic MEG Using Deep Learning. 2879-2890 - Junzhong Ji
Functional Brain Network Classification Based on Deep Graph Hashing Learning. 2891-2902 - Ali Özbek
Universal Real-Time Adaptive Signal Compression for High-Frame-Rate Optoacoustic Tomography. 2903-2911 - Changyu Chen
Sam's Net: A Self-Augmented Multistage Deep-Learning Network for End-to-End Reconstruction of Limited Angle CT. 2912-2924 - Xuzhe Zhang
PTNet3D: A 3D High-Resolution Longitudinal Infant Brain MRI Synthesizer Based on Transformers. 2925-2940 - Datta Singh Goolaub
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging. 2941-2952 - Qiushi Yang, Xiaoqing Guo
D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities. 2953-2964 - Rencheng Zheng, Qidong Wang, Shuangzhi Lv, Cuiping Li, Chengyan Wang
Automatic Liver Tumor Segmentation on Dynamic Contrast Enhanced MRI Using 4D Information: Deep Learning Model Based on 3D Convolution and Convolutional LSTM. 2965-2976
Volume 41, Number 11, November 2022
- Anton Aminzadeh
Imaging Breast Microcalcifications Using Dark-Field Signal in Propagation-Based Phase-Contrast Tomography. 2980-2990 - Yueming Jin
Exploring Intra- and Inter-Video Relation for Surgical Semantic Scene Segmentation. 2991-3002 - Yi Zheng
A Graph-Transformer for Whole Slide Image Classification. 3003-3015 - Wei Huang
Semi-Supervised Neuron Segmentation via Reinforced Consistency Learning. 3016-3028 - Siqi Li, Guobao Wang
Deep Kernel Representation for Image Reconstruction in PET. 3029-3038 - Shahed K. Mohammed
Model-Based Quantitative Elasticity Reconstruction Using ADMM. 3039-3052 - Lei Pan
Perovskite CsPbBr3 Single Crystal Detector for High Flux X-Ray Photon Counting. 3053-3061 - Zhe Xu
Anti-Interference From Noisy Labels: Mean-Teacher-Assisted Confident Learning for Medical Image Segmentation. 3062-3073 - Emanuele Colleoni
SSIS-Seg: Simulation-Supervised Image Synthesis for Surgical Instrument Segmentation. 3074-3086 - Binjie Qin
Robust PCA Unrolling Network for Super-Resolution Vessel Extraction in X-Ray Coronary Angiography. 3087-3098 - Md. Murad Hossain
Imaging of Single Transducer-Harmonic Motion Imaging-Derived Displacements at Several Oscillation Frequencies Simultaneously. 3099-3115 - Pengcheng Li
Semantic Graph Attention With Explicit Anatomical Association Modeling for Tooth Segmentation From CBCT Images. 3116-3127 - M. Sadegh Saberian
DEEMD: Drug Efficacy Estimation Against SARS-CoV-2 Based on Cell Morphology With Deep Multiple Instance Learning. 3128-3145 - Along He
Progressive Multiscale Consistent Network for Multiclass Fundus Lesion Segmentation. 3146-3157 - Tai-Hsien Wu
Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans. 3158-3166 - Qinqin Yang
MOdel-Based SyntheTic Data-Driven Learning (MOST-DL): Application in Single-Shot T2 Mapping With Severe Head Motion Using Overlapping-Echo Acquisition. 3167-3181 - Christoph Dehner
Deep-Learning-Based Electrical Noise Removal Enables High Spectral Optoacoustic Contrast in Deep Tissue. 3182-3193 - Yaochen Xie
Augmented Equivariant Attention Networks for Microscopy Image Transformation. 3194-3206 - Kun Hu
Adversarial Evolving Neural Network for Longitudinal Knee Osteoarthritis Prediction. 3207-3217 - Dimitris Psychogyios
MSDESIS: Multitask Stereo Disparity Estimation and Surgical Instrument Segmentation. 3218-3230 - Daniel Gut
Benchmarking of Deep Architectures for Segmentation of Medical Images. 3231-3241 - Yun Gu
Toward Robust Histology-Prior Embedding for Endomicroscopy Image Classification. 3242-3252 - Jonathan K. Stelter
Hierarchical Multi-Resolution Graph-Cuts for Water-Fat-Silicone Separation in Breast MRI. 3253-3265 - Xiaohang Fu
Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images. 3266-3277 - Karen Sanchez
CX-DaGAN: Domain Adaptation for Pneumonia Diagnosis on a Small Chest X-Ray Dataset. 3278-3288 - Jianfeng Guo
A Fast Convergent Ordered-Subsets Algorithm With Subiteration-Dependent Preconditioners for PET Image Reconstruction. 3289-3300 - Mandy Ahlborg
First Dedicated Balloon Catheter for Magnetic Particle Imaging. 3301-3308 - Xinpeng Ding
Exploring Segment-Level Semantics for Online Phase Recognition From Surgical Videos. 3309-3319 - Jiaren Zou
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation. 3320-3331 - Haifan Gong
VQAMix: Conditional Triplet Mixup for Medical Visual Question Answering. 3332-3343 - Shuwei Xing
3D US-Based Evaluation and Optimization of Tumor Coverage for US-Guided Percutaneous Liver Thermal Ablation. 3344-3356 - Mufeng Geng
Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography. 3357-3372 - Antonia Longo
Disentangling the Frequency Content in Optoacoustics. 3373-3384 - Fu'ze Cong
Anomaly Matters: An Anomaly-Oriented Model for Medical Visual Question Answering. 3385-3397 - Zihao Liu
Contrastive and Selective Hidden Embeddings for Medical Image Segmentation. 3398-3410 - Mohammadreza Amjadian
Super-Resolution Photoacoustic Microscopy via Modified Phase Compounding. 3411-3420 - Qianye Yang
Cross-Modality Image Registration Using a Training-Time Privileged Third Modality. 3421-3431 - Yang Gao
Intrinsic Temporal Performance of the RF Receive Coil in Magnetic Resonance Imaging. 3432-3444 - Xu Chen
Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation. 3445-3453 - Weijie Tao
An Analytical Algorithm for Tensor Tomography From Projections Acquired About Three Axes. 3454-3472 - Qi Zhu
Stacked Topological Preserving Dynamic Brain Networks Representation and Classification. 3473-3484 - Fabian Mohn
Corrections to "System Matrix Based Reconstruction for Pulsed Sequences in Magnetic Particle Imaging". 3485
Volume 41, Number 12, December 2022
- Madleen Busse
Multi-Scale Investigation of Human Renal Tissue in Three Dimensions. 3489-3497 - Hong-Yu Zhou
GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis. 3498-3508 - Dana Cohen Hochberg
A Self Supervised StyleGAN for Image Annotation and Classification With Extremely Limited Labels. 3509-3519 - Ying Chen
Attention-Assisted Adversarial Model for Cerebrovascular Segmentation in 3D TOF-MRA Volumes. 3520-3532 - Mei Yang
Su-MICL: Severity-Guided Multiple Instance Curriculum Learning for Histopathology Image Interpretable Classification. 3533-3543 - Yifeng Zhou
Deep Learning-Powered Bessel-Beam Multiparametric Photoacoustic Microscopy. 3544-3551 - Qing Zou
Variational Manifold Learning From Incomplete Data: Application to Multislice Dynamic MRI. 3552-3561 - Alper Güngör
TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging. 3562-3574 - Hongzheng Yang, Cheng Chen
DLTTA: Dynamic Learning Rate for Test-Time Adaptation on Cross-Domain Medical Images. 3575-3586 - Bo Zhou
DuDoUFNet: Dual-Domain Under-to-Fully-Complete Progressive Restoration Network for Simultaneous Metal Artifact Reduction and Low-Dose CT Reconstruction. 3587-3599 - Yun Gu
Vision-Kinematics Interaction for Robotic-Assisted Bronchoscopy Navigation. 3600-3610 - Zeyu Gao
Unsupervised Representation Learning for Tissue Segmentation in Histopathological Images: From Global to Local Contrast. 3611-3623 - Chao Liu
Using Simulated Training Data of Voxel-Level Generative Models to Improve 3D Neuron Reconstruction. 3624-3635 - Zhengyuan Zhang
Deep and Domain Transfer Learning Aided Photoacoustic Microscopy: Acoustic Resolution to Optical Resolution. 3636-3648 - Jonas Lamy
A Benchmark Framework for Multiregion Analysis of Vesselness Filters. 3649-3662 - Zhen Chen
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data. 3663-3674 - Doruk Öner
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate. 3675-3685 - Yihao Liu
Disentangled Representation Learning for OCTA Vessel Segmentation With Limited Training Data. 3686-3698 - Junyan Lyu
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation. 3699-3711 - Shen Zhao
Venc Design and Velocity Estimation for Phase Contrast MRI. 3712-3724 - Guang Jia
Gradient-Based Pulsed Excitation and Relaxation Encoding in Magnetic Particle Imaging. 3725-3733 - Shiyu Deng
A Unified Deep Learning Framework for ssTEM Image Restoration. 3734-3746 - Megumi Nakao
Image-to-Graph Convolutional Network for 2D/3D Deformable Model Registration of Low-Contrast Organs. 3747-3761 - Christopher Vassos
A Semi-Blind Calibration and Compensation Method for Dynamic Range Recovery of Low-Power Pre-Amplifiers in MRI Receive Chains. 3762-3773 - Musa Tunç Arslan
Rapid TAURUS for Relaxation-Based Color Magnetic Particle Imaging. 3774-3786 - Yanjiang Wang
Accurately Modeling the Resting Brain Functional Correlations Using Wave Equation With Spatiotemporal Varying Hypergraph Laplacian. 3787-3798 - Yang Nan, Peng Tang
Unsupervised Tissue Segmentation via Deep Constrained Gaussian Network. 3799-3811 - Xiangyu Zhao, Peng Zhang
Prior Attention Network for Multi-Lesion Segmentation in Medical Images. 3812-3823 - Dimitre Hristov
Dynamic Contrast-Enhanced Ultrasound Modeling of an Analog to Pseudo-Diffusivity in Intravoxel Incoherent Motion Magnetic Resonance Imaging. 3824-3834 - Yiqing Shen
Identify Representative Samples by Conditional Random Field of Cancer Histology Images. 3835-3848 - Danyang Li
Noise Characteristics Modeled Unsupervised Network for Robust CT Image Reconstruction. 3849-3861 - Yukun Wang
A Novel Low Rank Smooth Flat-Field Correction Algorithm for Hyperspectral Microscopy Imaging. 3862-3872 - Wenyao Xia, Golafsoun Ameri, Djalal Fakim, Humayon Akhuanzada, Malik Z. Raza, S. Abbas Shobeiri, Linda McLean, Elvis C. S. Chen
Automatic Plane of Minimal Hiatal Dimensions Extraction From 3D Female Pelvic Floor Ultrasound. 3873-3883 - Qi Zhu
Multimodal Triplet Attention Network for Brain Disease Diagnosis. 3884-3894 - Mahmut Yurt, Onat Dalmaz
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. 3895-3906 - William Lambert
Ultrasound Matrix Imaging - Part I: The Focused Reflection Matrix, the F-Factor and the Role of Multiple Scattering. 3907-3920 - William Lambert
Ultrasound Matrix Imaging - Part II: The Distortion Matrix for Aberration Correction Over Multiple Isoplanatic Patches. 3921-3938 - Wenhua Zhang
Knowledge-Based Representation Learning for Nucleus Instance Classification From Histopathological Images. 3939-3951 - Zhenzhen Wang
Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images. 3952-3968 - Jinkui Hao
Retinal Structure Detection in OCTA Image via Voting-Based Multitask Learning. 3969-3980 - Yannick Berker
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids. 3981-3999
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