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IEEE Transactions on Medical Imaging, Volume 43
Volume 43, Number 1, January 2024
- Qingsong Xie
, Yuexiang Li
Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training. 4-14 - Zeyuan Chen
TransMatch: A Transformer-Based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration. 15-27 - Wolfgang Noichl
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer. 28-38 - Suzhong Fu
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning. 39-50 - Ruipeng Zhang
Locating X-Ray Coronary Angiogram Keyframes via Long Short-Term Spatiotemporal Attention With Image-to-Patch Contrastive Learning. 51-63 - Jiajia Li
DSMT-Net: Dual Self-Supervised Multi-Operator Transformation for Multi-Source Endoscopic Ultrasound Diagnosis. 64-75 - Jiaojiao Zhang, Shuo Zhang, Xiaoqian Shen
Multi-ConDoS: Multimodal Contrastive Domain Sharing Generative Adversarial Networks for Self-Supervised Medical Image Segmentation. 76-95 - Zihan Li
LViT: Language Meets Vision Transformer in Medical Image Segmentation. 96-107 - Yanwu Yang
Mapping Multi-Modal Brain Connectome for Brain Disorder Diagnosis via Cross-Modal Mutual Learning. 108-121 - Qiyang Zhang
Deep Generalized Learning Model for PET Image Reconstruction. 122-134 - Samuel Beuret
Windowed Radon Transform and Tensor Rank-1 Decomposition for Adaptive Beamforming in Ultrafast Ultrasound. 135-148 - Lianyu Zhou
RECIST-Induced Reliable Learning: Geometry-Driven Label Propagation for Universal Lesion Segmentation. 149-161 - Shaohua Zhi
Coarse-Super-Resolution-Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI With Simultaneous Motion Estimation and Super-Resolution. 162-174 - Wenhui Lei
One-Shot Weakly-Supervised Segmentation in 3D Medical Images. 175-189 - Meilu Zhu
FedOSS: Federated Open Set Recognition via Inter-Client Discrepancy and Collaboration. 190-202 - Daniel H. Pak
Patient-Specific Heart Geometry Modeling for Solid Biomechanics Using Deep Learning. 203-215 - Jingxiong Li
Masked Conditional Variational Autoencoders for Chromosome Straightening. 216-228 - Xinlu Tang
A Causality-Aware Graph Convolutional Network Framework for Rigidity Assessment in Parkinsonians. 229-240 - Ioannis Lagogiannis
Unsupervised Pathology Detection: A Deep Dive Into the State of the Art. 241-252 - Karin A. van Garderen
Evaluating the Predictive Value of Glioma Growth Models for Low-Grade Glioma After Tumor Resection. 253-263 - Yutong Ban
Concept Graph Neural Networks for Surgical Video Understanding. 264-274 - Cong Gao
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers. 275-285 - Rodrigo A. Lobos
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI. 286-296 - Jiacheng Wang
FedDP: Dual Personalization in Federated Medical Image Segmentation. 297-308 - Yinglin Zhang
Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation. 309-320 - Alper Güngör
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging. 321-334 - Lie Ju
Hierarchical Knowledge Guided Learning for Real-World Retinal Disease Recognition. 335-350 - Jungkyu Park
An Efficient Deep Neural Network to Classify Large 3D Images With Small Objects. 351-365 - S. Neda Ahmadi Amiri
Transformer-Based Spatio-Temporal Analysis for Classification of Aortic Stenosis Severity From Echocardiography Cine Series. 366-376 - Raymond Joseph Acciavatti
Non-Isocentric Geometry for Next-Generation Tomosynthesis With Super-Resolution. 377-391 - Chong Wang
An Interpretable and Accurate Deep-Learning Diagnosis Framework Modeled With Fully and Semi-Supervised Reciprocal Learning. 392-404 - Lingyun Wu
Pattern-Aware Transformer: Hierarchical Pattern Propagation in Sequential Medical Images. 405-415 - Yiyue Li
Hierarchical-Instance Contrastive Learning for Minority Detection on Imbalanced Medical Datasets. 416-426 - Tingting Dan
Developing Explainable Deep Model for Discovering Novel Control Mechanism of Neuro-Dynamics. 427-438 - Chim Lee Cheung
Omnidirectional Monolithic Marker for Intra-Operative MR-Based Positional Sensing in Closed MRI. 439-448 - Alykhan Sewani
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures. 449-458 - Zhiyun Song
Nucleus-Aware Self-Supervised Pretraining Using Unpaired Image-to-Image Translation for Histopathology Images. 459-472 - Zhiwei Tan
A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images. 473-488 - Hong Wang
OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning. 489-502 - Chenyuan Bian
Adversarially Trained Persistent Homology Based Graph Convolutional Network for Disease Identification Using Brain Connectivity. 503-516 - Lanzhuju Mei
DTR-Net: Dual-Space 3D Tooth Model Reconstruction From Panoramic X-Ray Images. 517-528 - Huy Hoang Nguyen
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting From Multimodal Data. 529-541 - Coen de Vente
AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. 542-557 - Kaicong Sun
Joint Cross-Attention Network With Deep Modality Prior for Fast MRI Reconstruction. 558-569 - Liang Jin
: A Large-Scale Benchmark for Rib Labeling and Anatomical Centerline Extraction. 570-581 - Pengfei Guo
ReconFormer: Accelerated MRI Reconstruction Using Recurrent Transformer. 582-593 - Wei Li
Self-Supervised Multi-Scale Cropping and Simple Masked Attentive Predicting for Lung CT-Scan Anomaly Detection. 594-607
Volume 43, Number 2, February 2024
- Ali Hashemi
Joint Learning of Full-Structure Noise in Hierarchical Bayesian Regression Models. 610-624 - Wentao Hu
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification. 625-637 - Bingxue Liu
Time-Lagged Functional Ultrasound for Multi-Parametric Cerebral Hemodynamic Imaging. 638-648 - Huisi Wu
Federated Semi-Supervised Medical Image Segmentation via Prototype-Based Pseudo-Labeling and Contrastive Learning. 649-661 - Paul Xing
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network. 662-673 - Yating Ling
MTANet: Multi-Task Attention Network for Automatic Medical Image Segmentation and Classification. 674-685 - Yubo Tan
Retinal Layer Segmentation in OCT Images With Boundary Regression and Feature Polarization. 686-700 - Fangda Li
A Laplacian Pyramid Based Generative H&E Stain Augmentation Network. 701-713 - Vincent Gras
A Mathematical Analysis of Clustering-Free Local SAR Compression Algorithms for MRI Safety in Parallel Transmission. 714-722 - Xiao Zhang
An Anatomy- and Topology-Preserving Framework for Coronary Artery Segmentation. 723-733 - Ting Su
Super Resolution Dual-Energy Cone-Beam CT Imaging With Dual-Layer Flat-Panel Detector. 734-744 - Qi Gao, Zilong Li, Junping Zhang
CoreDiff: Contextual Error-Modulated Generalized Diffusion Model for Low-Dose CT Denoising and Generalization. 745-759 - Raha Razavi
X-Let's Atom Combinations for Modeling and Denoising of OCT Images by Modified Morphological Component Analysis. 760-770 - Tri Vu
On the Importance of Low-Frequency Signals in Functional and Molecular Photoacoustic Computed Tomography. 771-783 - Louis D. van Harten
Robust Deformable Image Registration Using Cycle-Consistent Implicit Representations. 784-793 - Liming Zhong
Multi-Scale Tokens-Aware Transformer Network for Multi-Region and Multi-Sequence MR-to-CT Synthesis in a Single Model. 794-806 - Yuxuan Yang, Hao Wang, Jizhou Wang, Kai Dong, Shuai Ding:
Semantic-Preserving Surgical Video Retrieval With Phase and Behavior Coordinated Hashing. 807-819 - Wen Ji
Unsupervised Domain Adaptation for Medical Image Segmentation Using Transformer With Meta Attention. 820-831 - Xiaofei Huang
A Dual-Attention Learning Network With Word and Sentence Embedding for Medical Visual Question Answering. 832-845 - Veronika Spieker
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review. 846-859 - Jingyu Liu
Deep Fusion of Multi-Template Using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis. 860-873 - Seyed Mohsen Ranjbaran
Quantitative Photoacoustic Tomography Using Iteratively Refined Wavefield Reconstruction Inversion: A Simulation Study. 874-885 - Yijun Wang, Rui Lang, Rui Li, Junsong Zhang
NRTR: Neuron Reconstruction With Transformer From 3D Optical Microscopy Images. 886-898 - Jie Lian
Correction to "A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation". 899
Volume 43, Number 3, March 2024
- Yuanming Zhang
Pseudo-Data Based Self-Supervised Federated Learning for Classification of Histopathological Images. 902-915 - Jiening Zhu
Wasserstein HOG: Local Directionality Extraction via Optimal Transport. 916-927 - Lei Du
Identification of Genetic Risk Factors Based on Disease Progression Derived From Longitudinal Brain Imaging Phenotypes. 928-939 - Antonio Ortiz-Gonzalez
Optical Flow-Guided Cine MRI Segmentation With Learned Corrections. 940-953 - Marawan Elbatel
FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition. 954-965 - Weiwen Wu
Wavelet-Improved Score-Based Generative Model for Medical Imaging. 966-979 - Yunxiang Li
Zero-Shot Medical Image Translation via Frequency-Guided Diffusion Models. 980-993 - Yan Pang
Slim UNETR: Scale Hybrid Transformers to Efficient 3D Medical Image Segmentation Under Limited Computational Resources. 994-1005 - Yuchen Pei
PETS-Nets: Joint Pose Estimation and Tissue Segmentation of Fetal Brains Using Anatomy-Guided Networks. 1006-1017 - Mohsin Challoob
Distinctive Phase Interdependency Model for Retinal Vasculature Delineation in OCT-Angiography Images. 1018-1032 - Stefano van Gogh
Data-Driven Gradient Regularization for Quasi-Newton Optimization in Iterative Grating Interferometry CT Reconstruction. 1033-1044 - Yulan Ma
A Multi-Graph Cross-Attention-Based Region-Aware Feature Fusion Network Using Multi-Template for Brain Disorder Diagnosis. 1045-1059 - Li-Wei Fu
Training With Uncertain Annotations for Semantic Segmentation of Basal Cell Carcinoma From Full-Field OCT Images. 1060-1070 - Saeed Moazami
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks. 1071-1088 - Jinhong Wang
A Transformer-Based Knowledge Distillation Network for Cortical Cataract Grading. 1089-1101 - Jia Guo
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images. 1102-1112 - Xinyu Nie
Surface-Based Probabilistic Fiber Tracking in Superficial White Matter. 1113-1124 - Mi-Ae Park, Vlad G. Zaha, Ramsey D. Badawi, Spencer L. Bowen
Supplemental Transmission Aided Attenuation Correction for Quantitative Cardiac PET. 1125-1137 - Samuel Kurtz
Minimizing Measurement-Induced Errors in Viscoelastic MR Elastography. 1138-1148 - Dingyi Rong
Prediction of Myopia Eye Axial Elongation With Orthokeratology Treatment via Dense I2I Based Corneal Topography Change Analysis. 1149-1164 - Dmitrii A. Lachinov
Learning Spatio-Temporal Model of Disease Progression With NeuralODEs From Longitudinal Volumetric Data. 1165-1179 - Yi Zhang
FAOT-Net: A 1.5-Stage Framework for 3D Pelvic Lymph Node Detection With Online Candidate Tuning. 1180-1190 - Fan Zhang
DDParcel: Deep Learning Anatomical Brain Parcellation From Diffusion MRI. 1191-1202 - Peizhou Huang
Self-Supervised Deep Unrolled Reconstruction Using Regularization by Denoising. 1203-1213 - Janek Gröhl
Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms. 1214-1224 - Yinhao Liang
HRadNet: A Hierarchical Radiomics-Based Network for Multicenter Breast Cancer Molecular Subtypes Prediction. 1225-1236 - Jicheng Liu
Edge-Guided Contrastive Adaptation Network for Arteriovenous Nicking Classification Using Synthetic Data. 1237-1246 - Aditya Murali
Latent Graph Representations for Critical View of Safety Assessment. 1247-1258 - Mengyun Qiao
CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy. 1259-1269
Volume 43, Number 4, April 2024
- Rudolf L. M. van Herten
Automatic Coronary Artery Plaque Quantification and CAD-RADS Prediction Using Mesh Priors. 1272-1283 - Han Yang, Qiuli Wang
Lung Nodule Segmentation and Uncertain Region Prediction With an Uncertainty-Aware Attention Mechanism. 1284-1295 - Qingsong Yao
Adversarial Medical Image With Hierarchical Feature Hiding. 1296-1307 - Min Liu
LSKANet: Long Strip Kernel Attention Network for Robotic Surgical Scene Segmentation. 1308-1322 - Heng Li
Enhancing and Adapting in the Clinic: Source-Free Unsupervised Domain Adaptation for Medical Image Enhancement. 1323-1336 - Chen Lin
SGT++: Improved Scene Graph-Guided Transformer for Surgical Report Generation. 1337-1346 - Juzheng Miao
SC-SSL: Self-Correcting Collaborative and Contrastive Co-Training Model for Semi-Supervised Medical Image Segmentation. 1347-1364 - Rui Guo
Three Dimensional Microwave Data Inversion in Feature Space for Stroke Imaging. 1365-1376 - Eunsong Kang
A Learnable Counter-Condition Analysis Framework for Functional Connectivity-Based Neurological Disorder Diagnosis. 1377-1387 - Jiabo Ma
Efficient Supervised Pretraining of Swin-Transformer for Virtual Staining of Microscopy Images. 1388-1399 - Wonsik Jung
EAG-RS: A Novel Explainability-Guided ROI-Selection Framework for ASD Diagnosis via Inter-Regional Relation Learning. 1400-1411 - Gianpaolo Bontempo
A Graph-Based Multi-Scale Approach With Knowledge Distillation for WSI Classification. 1412-1421 - Fabio De Marco
X-Ray Dark-Field Signal Reduction Due to Hardening of the Visibility Spectrum. 1422-1433 - Ziying Yin
SWENet: A Physics-Informed Deep Neural Network (PINN) for Shear Wave Elastography. 1434-1448 - Jinhua Liu
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints. 1449-1461 - Weiyuan Lin
A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images. 1462-1475 - Pan Liu
An Energy Matching Vessel Segmentation Framework in 3-D Medical Images. 1476-1488 - Qingjie Meng
DeepMesh: Mesh-Based Cardiac Motion Tracking Using Deep Learning. 1489-1500 - Jiawen Li
DeepTree: Pathological Image Classification Through Imitating Tree-Like Strategies of Pathologists. 1501-1512 - Jiachen Chen
SurgNet: Self-Supervised Pretraining With Semantic Consistency for Vessel and Instrument Segmentation in Surgical Images. 1513-1525 - Kai Ma
Ordinal Pattern Tree: A New Representation Method for Brain Network Analysis. 1526-1538 - Ruimin Feng
IMJENSE: Scan-Specific Implicit Representation for Joint Coil Sensitivity and Image Estimation in Parallel MRI. 1539-1553 - Minghan Fu
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising. 1554-1567 - Gang Qu
Interpretable Cognitive Ability Prediction: A Comprehensive Gated Graph Transformer Framework for Analyzing Functional Brain Networks. 1568-1578 - Samuel Beuret
Windowed Radon Transform for Robust Speed-of-Sound Imaging With Pulse-Echo Ultrasound. 1579-1593 - Thomas Payen
Passive Elastography for Clinical HIFU Lesion Detection. 1594-1604 - Yinsheng Li
AIRPORT: A Data Consistency Constrained Deep Temporal Extrapolation Method To Improve Temporal Resolution In Contrast Enhanced CT Imaging. 1605-1618 - Huimin Zhang, Mingyang Ren, Yu Wang, Zhiyuan Jin
In Vivo Microwave-Induced Thermoacoustic Endoscopy for Colorectal Tumor Detection in Deep Tissue. 1619-1627 - Shuangchun Gui
MT4MTL-KD: A Multi-Teacher Knowledge Distillation Framework for Triplet Recognition. 1628-1639 - Chenhao Pei
Multi-Source Domain Adaptation for Medical Image Segmentation. 1640-1651
Volume 43, Number 5, May 2024
- Yuya Onishi
Whole Reconstruction-Free System Design for Direct Positron Emission Imaging From Image Generation to Attenuation Correction. 1654-1663 - Kangfu Han
Multi-Template Meta-Information Regularized Network for Alzheimer's Disease Diagnosis Using Structural MRI. 1664-1676 - Xing Li
Noise-Generating and Imaging Mechanism Inspired Implicit Regularization Learning Network for Low Dose CT Reconstrution. 1677-1689 - Giulia Tuccio
Time Efficient Ultrasound Localization Microscopy Based on A Novel Radial Basis Function 2D Interpolation. 1690-1701 - Yutian Zhong
Unsupervised Fusion of Misaligned PAT and MRI Images via Mutually Reinforcing Cross-Modality Image Generation and Registration. 1702-1714 - Along He
Bilateral Supervision Network for Semi-Supervised Medical Image Segmentation. 1715-1726 - Jianjun Zhu
3D/2D Vessel Registration Based on Monte Carlo Tree Search and Manifold Regularization. 1727-1739 - Zhi Wei Tay
A Magnetic Particle Imaging Approach for Minimally Invasive Imaging and Sensing With Implantable Bioelectronic Circuits. 1740-1752 - Sourya Sengupta
A Test Statistic Estimation-Based Approach for Establishing Self-Interpretable CNN-Based Binary Classifiers. 1753-1765 - Yifei Jin
Exploration of Coincidence Detection of Cascade Photons to Enhance Preclinical Multi-Radionuclide SPECT Imaging. 1766-1781 - Shubham Mandot
A High-Sensitivity Benchtop X-Ray Fluorescence Emission Tomography (XFET) System With a Full-Ring of X-Ray Imaging-Spectrometers and a Compound-Eye Collimation Aperture. 1782-1791 - Xiang Luo, Zhongyu Li
Semi-Supervised Thyroid Nodule Detection in Ultrasound Videos. 1792-1803 - Yuxi Ma
Model-Heterogeneous Semi-Supervised Federated Learning for Medical Image Segmentation. 1804-1815 - Yuanyuan Chen
Disentangle Then Calibrate With Gradient Guidance: A Unified Framework for Common and Rare Disease Diagnosis. 1816-1827 - Zimeng Li
Encoding Enhanced Complex CNN for Accurate and Highly Accelerated MRI. 1828-1840 - Pei Liu
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification. 1841-1852 - Chentao Cao
High-Frequency Space Diffusion Model for Accelerated MRI. 1853-1865 - Zilong Li
Quad-Net: Quad-Domain Network for CT Metal Artifact Reduction. 1866-1879 - Zhihao Chen
LIT-Former: Linking In-Plane and Through-Plane Transformers for Simultaneous CT Image Denoising and Deblurring. 1880-1894 - Quanmin Liang
A Hybrid Routing Pattern in Human Brain Structural Network Revealed By Evolutionary Computation. 1895-1909 - Piotr Kijanka
Ultrasound Shear Elastography With Expanded Bandwidth (USEWEB): A Novel Method for 2D Shear Phase Velocity Imaging of Soft Tissues. 1910-1922 - Hui Zhu, Yi Zeng, Xiran Cai
Passive Acoustic Mapping for Convex Arrays With the Helical Wave Spectrum Method. 1923-1933 - Zhuoyue Yang
Self-Supervised Lightweight Depth Estimation in Endoscopy Combining CNN and Transformer. 1934-1944 - Yan Wang
Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis. 1945-1957 - Qianqian Chen
Modality-Specific Information Disentanglement From Multi-Parametric MRI for Breast Tumor Segmentation and Computer-Aided Diagnosis. 1958-1971 - Zhizhong Chai
Deep Omni-Supervised Learning for Rib Fracture Detection From Chest Radiology Images. 1972-1982 - Michele Ambrosanio
In-Vivo Electrical Properties Estimation of Biological Tissues by Means of a Multi-Step Microwave Tomography Approach. 1983-1994 - Han Liu
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training. 1995-2009 - Kevinminh Ta
Multi-Task Learning for Motion Analysis and Segmentation in 3D Echocardiography. 2010-2020 - Guillaume Vray
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology. 2021-2032
Volume 43, Number 6, June 2024
- Se-In Jang, Tinsu Pan, Ye Li
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising. 2036-2049 - Coby Penso
Confidence Calibration of a Medical Imaging Classification System That is Robust to Label Noise. 2050-2060 - Linus Kreitner
Synthetic Optical Coherence Tomography Angiographs for Detailed Retinal Vessel Segmentation Without Human Annotations. 2061-2073 - Hailong He
Machine Learning Analysis of Human Skin by Optoacoustic Mesoscopy for Automated Extraction of Psoriasis and Aging Biomarkers. 2074-2085 - Chengfeng Zhou
A Simple Normalization Technique Using Window Statistics to Improve the Out-of-Distribution Generalization on Medical Images. 2086-2097 - Bao Yang
Anatomically Guided PET Image Reconstruction Using Conditional Weakly-Supervised Multi-Task Learning Integrating Self-Attention. 2098-2112 - Pengyu Wang
MGIML: Cancer Grading With Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization. 2113-2124 - Jinqiu Xia
PND-Net: Physics-Inspired Non-Local Dual-Domain Network for Metal Artifact Reduction. 2125-2136 - Yi Lin
BoNuS: Boundary Mining for Nuclei Segmentation With Partial Point Labels. 2137-2147 - Bangyan Huang
SPLIT: Statistical Positronium Lifetime Image Reconstruction via Time-Thresholding. 2148-2158 - Vincent D. Ching-Roa
Suppression of Subpixel Jitter in Resonant Scanning Systems With Phase-locked Sampling. 2159-2168 - Xiao Liu
Compositionally Equivariant Representation Learning. 2169-2179 - Hongyu Wang
Robust Stochastic Neural Ensemble Learning With Noisy Labels for Thoracic Disease Classification. 2180-2190 - Yuming Yang
Improved Transcranial Plane-Wave Imaging With Learned Speed-of-Sound Maps. 2191-2201 - Ziming Cheng, Shidong Wang
Few-Shot Medical Image Segmentation via Generating Multiple Representative Descriptors. 2202-2214 - Zhenxuan Zhang
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography. 2215-2228 - Haiqiao Wang
Recursive Deformable Pyramid Network for Unsupervised Medical Image Registration. 2229-2240 - Zhanqiang Guo
3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity Projection. 2241-2253 - Zihan Li
ScribFormer: Transformer Makes CNN Work Better for Scribble-Based Medical Image Segmentation. 2254-2265 - Wei Shao
Multi-Instance Multi-Task Learning for Joint Clinical Outcome and Genomic Profile Predictions From the Histopathological Images. 2266-2278 - Kang Li
A Dual Enrichment Synergistic Strategy to Handle Data Heterogeneity for Domain Incremental Cardiac Segmentation. 2279-2290 - Mengya Xu
Privacy-Preserving Synthetic Continual Semantic Segmentation for Robotic Surgery. 2291-2302 - Hulin Kuang
Hybrid CNN-Transformer Network With Circular Feature Interaction for Acute Ischemic Stroke Lesion Segmentation on Non-Contrast CT Scans. 2303-2316 - Quan Zhou
Robust Semi-Supervised 3D Medical Image Segmentation With Diverse Joint-Task Learning and Decoupled Inter-Student Learning. 2317-2331 - Jiahao Ren
Deep Learning With Physics-Embedded Neural Network for Full Waveform Ultrasonic Brain Imaging. 2332-2346 - Zhimei Ren, Emil Y. Sidky
Simultaneous Activity and Attenuation Estimation in TOF-PET With TV-Constrained Nonconvex Optimization. 2347-2357 - Andrew P. Leynes
Scan-Specific Self-Supervised Bayesian Deep Non-Linear Inversion for Undersampled MRI Reconstruction. 2358-2369 - Dana Wegierak
Decorrelation Time Mapping as an Analysis Tool for Nanobubble-Based Contrast Enhanced Ultrasound Imaging. 2370-2380 - Qi Zhu
Spatio-Temporal Graph Hubness Propagation Model for Dynamic Brain Network Classification. 2381-2394 - Guangming Ni
Toward Ground-Truth Optical Coherence Tomography via Three-Dimensional Unsupervised Deep Learning Processing and Data. 2395-2407
Volume 43, Number 7, July 2024
- Nathaniel J. Smith
A Comparison of Arterial Input Function Interpolation Methods for Patlak Plot Analysis of 68Ga-PSMA-11 PET Prostate Cancer Studies. 2411-2419 - Jiazhen Pan
Motion-Compensated MR CINE Reconstruction With Reconstruction-Driven Motion Estimation. 2420-2433 - Li Weng
Reduced-Reference Learning for Target Localization in Deep Brain Stimulation. 2434-2447 - Muhammad F. A. Chaudhary
LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation. 2448-2465 - Lei Li
Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference. 2466-2478 - Qingshan Hou
A Collaborative Self-Supervised Domain Adaptation for Low-Quality Medical Image Enhancement. 2479-2494 - Lifang Zhou
Shape-Scale Co-Awareness Network for 3D Brain Tumor Segmentation. 2495-2508 - Jian Wang
Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers With Partially Annotated Ultrasound Images. 2509-2521 - Junzhang Huang
Pathological Priors Inspired Network for Vertebral Osteophytes Recognition. 2522-2536 - Mengjun Liu
Randomizing Human Brain Function Representation for Brain Disease Diagnosis. 2537-2546 - Parisa Ghaderi Daneshmand
Tensor Ring Decomposition Guided Dictionary Learning for OCT Image Denoising. 2547-2562 - Zhenguo Wang
Non-Invasive Quantification of the Brain [¹⁸F]FDG-PET Using Inferred Blood Input Function Learned From Total-Body Data With Physical Constraint. 2563-2573 - Min Liu
Brain Image Segmentation for Ultrascale Neuron Reconstruction via an Adaptive Dual-Task Learning Network. 2574-2586 - Xiangxi Meng
Multi-Modal Modality-Masked Diffusion Network for Brain MRI Synthesis With Random Modality Missing. 2587-2598 - Kevin Thandiackal
Multi-Scale Feature Alignment for Continual Learning of Unlabeled Domains. 2599-2609 - Abhejit Rajagopal
Mixed Supervision of Histopathology Improves Prostate Cancer Classification From MRI. 2610-2622 - Yan Luo
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization. 2623-2633 - Adam Schmidt
Surgical Tattoos in Infrared: A Dataset for Quantifying Tissue Tracking and Mapping. 2634-2645 - Theresa Urban
Correction for X-Ray Scatter and Detector Crosstalk in Dark-Field Radiography. 2646-2656 - Aohan Liu
Multi-Grained Radiology Report Generation With Sentence-Level Image-Language Contrastive Learning. 2657-2669 - Kiarash Tajbakhsh
3D Virtual Histopathology by Phase-Contrast X-Ray Micro-CT for Follicular Thyroid Neoplasms. 2670-2678 - Zixun Huang
Landmark Localization From Medical Images With Generative Distribution Prior. 2679-2692 - Kecheng Chen
Learning Robust Shape Regularization for Generalizable Medical Image Segmentation. 2693-2706 - Yi Yin
3D Single Vessel Fractional Moving Blood Volume (3D-svFMBV): Fully Automated Tissue Perfusion Estimation Using Ultrasound. 2707-2717 - Enjun Zhu, Haiyu Feng
MP-Net: A Multi-Center Privacy-Preserving Network for Medical Image Segmentation. 2718-2729
Volume 43, Number 8, August 2024
- Xiajun Jiang
Hybrid Neural State-Space Modeling for Supervised and Unsupervised Electrocardiographic Imaging. 2733-2744 - Javier Caravaca
A Technique to Quantify Very Low Activities in Regions of Interest With a Collimatorless Detector. 2745-2757 - Shizuo Kaji
Quantification of Airway Structures by Persistent Homology. 2758-2768 - David A. Miller
Visible-Light Optical Coherence Tomography Fibergraphy of the Tree Shrew Retinal Ganglion Cell Axon Bundles. 2769-2777 - Wenao Ma
Causal Effect Estimation on Imaging and Clinical Data for Treatment Decision Support of Aneurysmal Subarachnoid Hemorrhage. 2778-2789 - Zhijie Wen
Histopathology Image Classification With Noisy Labels via The Ranking Margins. 2790-2802 - Wenjun Lin, Yan Hu
Instrument-Tissue Interaction Detection Framework for Surgical Video Understanding. 2803-2813 - Xiang Tian
Multi-Path Fusion in SFCF-Net for Enhanced Multi-Frequency Electrical Impedance Tomography. 2814-2824 - Zihao Wang
Mutual Information Guided Diffusion for Zero-Shot Cross-Modality Medical Image Translation. 2825-2838 - Ecem Sogancioglu
Nodule Detection and Generation on Chest X-Rays: NODE21 Challenge. 2839-2853 - Kang Wang
Breast Cancer Classification From Digital Pathology Images via Connectivity-Aware Graph Transformer. 2854-2865 - Raffaele Mineo
A Convolutional-Transformer Model for FFR and iFR Assessment From Coronary Angiography. 2866-2877 - Zhiying Xie
Quantifying Microvascular Structure in Healthy and Infarcted Rat Hearts Using Optical Coherence Tomography Angiography. 2878-2887 - Mingxin Liu
Exploiting Geometric Features via Hierarchical Graph Pyramid Transformer for Cancer Diagnosis Using Histopathological Images. 2888-2900 - Tianjie Dai
UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification. 2901-2912 - Jinduo Liu
MCAN: Multimodal Causal Adversarial Networks for Dynamic Effective Connectivity Learning From fMRI and EEG Data. 2913-2923 - Hengfei Cui
Toward Accurate Cardiac MRI Segmentation With Variational Autoencoder-Based Unsupervised Domain Adaptation. 2924-2936 - Shouchang Guo
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification. 2937-2948 - Tao Zhu
Accurate Concentration Recovery for Quantitative Magnetic Particle Imaging Reconstruction via Nonconvex Regularization. 2949-2959 - Yuhan Zhang
Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images. 2960-2969 - Marcelo Lerendegui
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging. 2970-2987 - Rehman Ali
2-D Slicewise Waveform Inversion of Sound Speed and Acoustic Attenuation for Ring Array Ultrasound Tomography Based on a Block LU Solver. 2988-3000 - Kun Yang
Frequency-Domain Robust PCA for Real-Time Monitoring of HIFU Treatment. 3001-3012 - Aya Ghoul
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging. 3013-3026 - Sharmin Majumder
Non-Invasive Imaging of Mechanical Properties of Cancers In Vivo Based on Transformations of the Eshelby's Tensor Using Compression Elastography. 3027-3043 - Xingru Huang
SASAN: Spectrum-Axial Spatial Approach Networks for Medical Image Segmentation. 3044-3056
Volume 43, Number 9, September 2024
- Zhengchang Kou
High-Resolution Power Doppler Using Null Subtraction Imaging. 3060-3071 - Chenchu Xu, Tong Zhang, Dong Zhang, Dingwen Zhang, Junwei Han:
Deep Generative Adversarial Reinforcement Learning for Semi-Supervised Segmentation of Low-Contrast and Small Objects in Medical Images. 3072-3084 - Yi Zheng
Graph Attention-Based Fusion of Pathology Images and Gene Expression for Prediction of Cancer Survival. 3085-3097 - Jianghao Wu
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation. 3098-3109 - Xiongchao Chen
DuDoCFNet: Dual-Domain Coarse-to-Fine Progressive Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT. 3110-3125 - Yan Hu
Cost-Sensitive Weighted Contrastive Learning Based on Graph Convolutional Networks for Imbalanced Alzheimer's Disease Staging. 3126-3136 - Bowen Han
Deep Location Soft-Embedding-Based Network With Regional Scoring for Mammogram Classification. 3137-3148 - Wei Lou
Structure Embedded Nucleus Classification for Histopathology Images. 3149-3160 - Zifeng Qiu, Peng Yang
3D Multimodal Fusion Network With Disease-Induced Joint Learning for Early Alzheimer's Disease Diagnosis. 3161-3175 - Hamed Hooshangnejad
XIOSIS: An X-Ray-Based Intra-Operative Image-Guided Platform for Oncology Smart Material Delivery. 3176-3187 - Shuquan Ye
Learning a Single Network for Robust Medical Image Segmentation With Noisy Labels. 3188-3199 - Taha Emre
3DTINC: Time-Equivariant Non-Contrastive Learning for Predicting Disease Progression From Longitudinal OCTs. 3200-3210 - Chen Yang
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane. 3211-3223 - Arunava Chakravarty
Morph-SSL: Self-Supervision With Longitudinal Morphing for Forecasting AMD Progression From OCT Volumes. 3224-3239 - Xu Lu
Better Rough Than Scarce: Proximal Femur Fracture Segmentation With Rough Annotations. 3240-3252 - Christopher Hahne
RF-ULM: Ultrasound Localization Microscopy Learned From Radio-Frequency Wavefronts. 3253-3262 - Guohui Ruan, Zhaonian Wang
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints. 3263-3278 - Manon Caudoux
Curved Toroidal Row Column Addressed Transducer for 3D Ultrafast Ultrasound Imaging. 3279-3291 - Jiaxing Xu
Contrastive Graph Pooling for Explainable Classification of Brain Networks. 3292-3305 - Haofei Song
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis. 3306-3318 - Yixin Chen
PCNet: Prior Category Network for CT Universal Segmentation Model. 3319-3330 - Junde Wu
Calibrate the Inter-Observer Segmentation Uncertainty via Diagnosis-First Principle. 3331-3342 - Yue Cui
Multimodal Connectivity-Based Individual Parcellation and Analysis for Humans and Rhesus Monkeys. 3343-3353 - Jianjia Zhang
Adaptive and Iterative Learning With Multi-Perspective Regularizations for Metal Artifact Reduction. 3354-3365 - Jan-Hinrich Nölke
Photoacoustic Quantification of Tissue Oxygenation Using Conditional Invertible Neural Networks. 3366-3376 - Abdelrahman M. Shaker
UNETR++: Delving Into Efficient and Accurate 3D Medical Image Segmentation. 3377-3390
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