IEEE Transactions on Medical Imaging

Article	Citations
Table of Contents	475
Table of Contents	462
Manifold Regularizer for High-Resolution fMRI Joint Reconstruction and Dynamic Quantification	386
Table of Contents	336
Table of Contents	328
Towards Synchronous Memorizability and Generalizability with Site-Modulated Diffusion Replay for Cross-Site Continual Segmentation	294
Learning Brain Dynamics of Evolving Manifold Functional MRI Data Using Geometric-Attention Neural Network	271
I³Net: Inter-Intra-Slice Interpolation Network for Medical Slice Synthesis	247
FONT-SIR: Fourth-Order Nonlocal Tensor Decomposition Model for Spectral CT Image Reconstruction	206
A Trust-Guided Approach to MR Image Reconstruction With Side Information	201
Uncertainty Estimation for Heatmap-Based Landmark Localization	196
Translation Consistent Semi-Supervised Segmentation for 3D Medical Images	191
SarAdapter: Prioritizing Attention on Semantic-Aware Representative Tokens for Enhanced Medical Image Segmentation	188
Investigating and Improving Latent Density Segmentation Models for Aleatoric Uncertainty Quantification in Medical Imaging	186
COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training	183
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers	183
Improving Self-Supervised Medical Image Pre-Training by Early Alignment With Human Eye Gaze Information	169
DiffBoost: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model	167
Echocardiography Video Segmentation via Neighborhood Correlation Mining	166
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network	166
Polar Subarea-Aware Fusion Net for Posterior Eyeball Shape Reconstruction	161
Semi-Supervised Medical Image Segmentation Using Cross-Style Consistency With Shape-Aware and Local Context Constraints	154
Embedding Tasks Into the Latent Space: Cross-Space Consistency for Multi-Dimensional Analysis in Echocardiography	154
CKD-TransBTS: Clinical Knowledge-Driven Hybrid Transformer With Modality-Correlated Cross-Attention for Brain Tumor Segmentation	132
Patient-by-Patient Deep Transfer Learning for Drug-Response Profiling Using Confocal Fluorescence Microscopy of Pediatric Patient-Derived Tumor-Cell Spheroids	131

A Riemannian Framework for Structurally Curated Functional Clustering of Brain White Matter Fibers	131
Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma	118
Fourier Diffusion Models: A Method to Control MTF and NPS in Score-Based Stochastic Image Generation	117
FPL+: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation	114
Volumetric Fetal Flow Imaging With Magnetic Resonance Imaging	111
The CathEye: A Forward-Looking Ultrasound Catheter for Image-Guided Cardiovascular Procedures	104
Facilitate Robust Early Screening of Cerebral Palsy via General Movements Assessment with Multi-Modality Co-Learning	101
Ultra-Widefield OCT Angiography	100
Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases	99
Robust Vascular Segmentation for Raw Complex Images of Laser Speckle Contrast Based on Weakly Supervised Learning	99
Laboratory Test-Guided Medical Image Generation for Multi-Modal Disease Prediction	98
Learned Tensor Neural Network Texture Prior for Photon-Counting CT Reconstruction	96
FRODO: An In-Depth Analysis of a System to Reject Outlier Samples From a Trained Neural Network	95
IEEE Nuclear Science Symposium	93
BCNet: Bronchus Classification via Structure Guided Representation Learning	93
Optimizing Full 3D SPARKLING Trajectories for High-Resolution Magnetic Resonance Imaging	93
Unsupervised High-Order Implicit Neural Representation With Line Attention for Metal Artifact Reduction	93
SD-RetinaNet: Topologically Constrained Semi-Supervised Retinal Lesion and Layer Segmentation in OCT	91
Highly Undersampled MRI Reconstruction via a Single Posterior Sampling of Diffusion Models	90
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising	89
Ultrasound-Aided Large-Scale Optoacoustic Microscopy for Volumetric Angiography and Oximetry	89
Correction for Mechanical Inaccuracies in a Scanning Talbot-Lau Interferometer	88
ULTRA-SR Challenge: Assessment of Ultrasound Localization and TRacking Algorithms for Super-Resolution Imaging	88
Mitigating Data Consistency Induced Discrepancy in Cascaded Diffusion Models for Sparse-View CT Reconstruction	88
Histo-Genomic Knowledge Association for Cancer Prognosis From Histopathology Whole Slide Images	87
EviVLM: When Evidential Learning Meets Vision Language Model for Medical Image Segmentation	86
CT Diagnostic Mode-Oriented and Cross Difficulty-Aware Network for Pulmonary Embolism Segmentation	86
Diffusion Models for Counterfactual Generation and Anomaly Detection in Brain Images	82
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation	82
Dual Polarization Modality Fusion Network for Assisting Pathological Diagnosis	82
Online Teaching: Distilling Decomposed Multimodal Knowledge for Breast Cancer Biomarker Prediction	82
Phase Aberration Correction for In Vivo Ultrasound Localization Microscopy Using a Spatiotemporal Complex-Valued Neural Network	81
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging	80
Encoder-Decoder Contrast for Unsupervised Anomaly Detection in Medical Images	79
Decouple, Reorganize, and Fuse: A Multimodal Framework for Cancer Survival Prediction	77
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training	77
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging	77
AAU-Net: An Adaptive Attention U-Net for Breast Lesions Segmentation in Ultrasound Images	77
Optical Co-Registration Method of Triaxial OPM-MEG and MRI	76
Parameterized Gompertz-Guided Morphological AutoEncoder for Predicting Pulmonary Nodule Growth	75
Magnetic Resonance Electrical Properties Tomography Based on Modified Physics- Informed Neural Network and Multiconstraints	73
A Local and Global Feature Disentangled Network: Toward Classification of Benign-Malignant Thyroid Nodules From Ultrasound Image	72
JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge	72
Spach Transformer: Spatial and Channel-Wise Transformer Based on Local and Global Self-Attentions for PET Image Denoising	72
Multi-Modal Tumor Segmentation With Deformable Aggregation and Uncertain Region Inpainting	72
Split Ring Resonator Topology Based Microwave Induced Thermoacoustic Imaging (SRR-MTAI)	72
Assessing the Capacity of a Denoising Diffusion Probabilistic Model to Reproduce Spatial Context	71
MSMFN: An Ultrasound Based Multi-Step Modality Fusion Network for Identifying the Histologic Subtypes of Metastatic Cervical Lymphadenopathy	70
Points-Supervised Fundus Vessel Segmentation via Shape Priors and Contrastive Learning	70
Joint Optimization of k-t Sampling Pattern and Reconstruction of DCE MRI for Pharmacokinetic Parameter Estimation	69

Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-Training	68
Eye-Gaze-Guided Vision Transformer for Rectifying Shortcut Learning	68
VibNet: Vibration-Boosted Needle Detection in Ultrasound Images	67
Effective Semi-Supervised Medical Image Segmentation With Probabilistic Representations and Prototype Learning	67
3D MedDiffusion: A 3D Medical Latent Diffusion Model for Controllable and High-Quality Medical Image Generation	67
Low-Dose CT Denoising via Sinogram Inner-Structure Transformer	67
Learning From Incorrectness: Active Learning With Negative Pre-Training and Curriculum Querying for Histological Tissue Classification	66
CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation	66
Real-Time 3D Microwave Medical Imaging With Enhanced Variational Born Iterative Method	65
Structural Attention Graph Neural Network for Diagnosis and Prediction of COVID-19 Severity	65
MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion	64
Learning Whole Heart Mesh Generation From Patient Images for Computational Simulations	64
Topicwise Separable Sentence Retrieval for Medical Report Generation	62
Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation	62
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis	62
Federated Partially Supervised Learning With Limited Decentralized Medical Images	61
New Theory and Faster Computations for Subspace-Based Sensitivity Map Estimation in Multichannel MRI	61
A Deformable Constraint Transport Network for Optimal Aortic Segmentation From CT Images	61
Improved Spiral Projection MR Fingerprinting via Memory-Efficient Synergic Optimization of 3D Spiral Trajectory, Image Reconstruction and Parameter Estimation (SOTIP)	61
Shapley Values-Enabled Progressive Pseudo Bag Augmentation for Whole-Slide Image Classification	60
Clinical Metadata Guided Limited-Angle CT Image Reconstruction	60
Coarse–Super-Resolution–Fine Network (CoSF-Net): A Unified End-to-End Neural Network for 4D-MRI With Simultaneous Motion Estimation and Super-Resolution	60
Leveraging Input-Level Feature Deformation With Guided-Attention for Sulcal Labeling	59
An Energy Matching Vessel Segmentation Framework in 3-D Medical Images	59
Semi-Supervised Standard-Dose PET Image Generation via Region-Adaptive Normalization and Structural Consistency Constraint	59
Generative Consistency for Semi-Supervised Cerebrovascular Segmentation From TOF-MRA	59
RF-ULM: Ultrasound Localization Microscopy Learned From Radio-Frequency Wavefronts	59
Multimodal Connectivity-Based Individual Parcellation and Analysis for Humans and Rhesus Monkeys	58
Disease-Grading Networks With Asymmetric Gaussian Distribution for Medical Imaging	57
UPGRADE-Net: Unsupervised Sinogram-domain Data-Consistent Network for Metal Artifact Reduction	57
Recruiting Teacher IF Modality for Nephropathy Diagnosis: A Customized Distillation Method With Attention-Based Diffusion Network	57
Prompt-Agent-Driven Integration of Foundation Model Priors for Low-Count PET Reconstruction	57
Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation	56
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning	56
3D-sLSCI: Three-Dimensional Surface Laser Speckle Contrast Imaging of Blood Flow Using Phase-Shifting Profilometry	56
Imaging of Single Transducer-Harmonic Motion Imaging-Derived Displacements at Several Oscillation Frequencies Simultaneously	56
Multi-Scale Feature Alignment for Continual Learning of Unlabeled Domains	55
Text-Image Co-Alignment for Weakly Supervised Polyp Segmentation	55
Landmark-Free Preoperative-to-Intraoperative Registration in Laparoscopic Liver Resection	55
Unpaired Cross-Modality Educed Distillation (CMEDL) for Medical Image Segmentation	55
3D Vascular Segmentation Supervised by 2D Annotation of Maximum Intensity Projection	54
Exploring Segment-Level Semantics for Online Phase Recognition From Surgical Videos	54
CASHNet: Context-Aware Semantics-Driven Hierarchical Network for Hybrid Diffeomorphic CT-CBCT Image Registration	53
Automatic 4D Flow MRI Segmentation Using the Standardized Difference of Means Velocity	53
Slide-Based Graph Collaborative Training for Histopathology Whole Slide Image Analysis	52
Privacy-Preserving Latent Diffusion-Based Synthetic Medical Image Generation	52
Improving Robustness and Reliability in Medical Image Classification With Latent-Guided Diffusion and Nested-Ensembles	51
ToPoFM: Topology-Guided Pathology Foundation Model for High-Resolution Pathology Image Synthesis With Cellular-Level Control	51
Attention-Guided Learning With Feature Reconstruction for Skin Lesion Diagnosis Using Clinical and Ultrasound Images	51
Double-Decomposition Motion Tracking of Intraoperative 3D Structures via Cross-Spatio-Temporal Semantics Alignment	51
PGVMS: A Prompt-Guided Unified Framework for Virtual Multiplex IHC Staining with Pathological Semantic Learning	51
Concurrent Ischemic Lesion Age Estimation and Segmentation of CT Brain Using a Transformer-Based Network	50
Dual Adversarial Attention Mechanism for Unsupervised Domain Adaptive Medical Image Segmentation	50
WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With Sub-Class Exploration and Prompt Affinity Mining	50
PST-Diff: Achieving High-Consistency Stain Transfer by Diffusion Models With Pathological and Structural Constraints	50
Learning Robust Shape Regularization for Generalizable Medical Image Segmentation	49
Compete to Win: Enhancing Pseudo Labels for Barely-Supervised Medical Image Segmentation	49
M2Net: Multimodal Multitask Mutual Learning for Anti-VEGF Efficacy Prediction	49
Sam’s Net: A Self-Augmented Multistage Deep-Learning Network for End-to-End Reconstruction of Limited Angle CT	49
Boundary-Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation	48
Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results	48
Developing Explainable Deep Model for Discovering Novel Control Mechanism of Neuro-Dynamics	48
Toward Enabling Cardiac Digital Twins of Myocardial Infarction Using Deep Computational Models for Inverse Inference	48
NeSVoR: Implicit Neural Representation for Slice-to-Volume Reconstruction in MRI	47
UniChest: Conquer-and-Divide Pre-Training for Multi-Source Chest X-Ray Classification	47
Do as Sonographers Think: Contrast-Enhanced Ultrasound for Thyroid Nodules Diagnosis via Microvascular Infiltrative Awareness	47
A Graph-Transformer for Whole Slide Image Classification	47
EAG-RS: A Novel Explainability-Guided ROI-Selection Framework for ASD Diagnosis via Inter-Regional Relation Learning	47
A Deep Learning Method for Motion Artifact Correction in Intravascular Photoacoustic Image Sequence	46
Self-Supervised Deep Unrolled Reconstruction Using Regularization by Denoising	46
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	46
Deep Volumetric Descriptor Learning for Dense Correspondence of Cone-Beam Computed Tomography via Spectral Maps	46
Table of Contents	46
Progressive Perception Learning for Main Coronary Segmentation in X-Ray Angiography	45
Analytical Reconstruction of Human-Scale Dark-Field CT	45
Acceleration Strategies for MR-STAT: Achieving High-Resolution Reconstructions on a Desktop PC Within 3 Minutes	45
DuDoCFNet: Dual-Domain Coarse-to-Fine Progressive Network for Simultaneous Denoising, Limited-View Reconstruction, and Attenuation Correction of Cardiac SPECT	45
SPLIT: Statistical Positronium Lifetime Image Reconstruction via Time-Thresholding	44
Unsupervised CT Metal Artifact Reduction by Plugging Diffusion Priors in Dual Domains	44
Federated Domain Adaptation via Transformer for Multi-Site Alzheimer’s Disease Diagnosis	44

Low-Dose CT Image Synthesis for Domain Adaptation Imaging Using a Generative Adversarial Network With Noise Encoding Transfer Learning	44
VQAMix: Conditional Triplet Mixup for Medical Visual Question Answering	44
SMART: Self-Supervised Learning for Metal Artifact Reduction in Computed Tomography Using Range Null Space Decomposition	44
CGNet: A Correlation-Guided Registration Network for Unsupervised Deformable Image Registration	44
A 3D Tubular Flux Model for Centerline Extraction in Neuron Volumetric Images	43
NeeCo: Image Synthesis of Novel Instrument States Based on Dynamic and Deformable 3D Gaussian Reconstruction	43
Supplemental Transmission Aided Attenuation Correction for Quantitative Cardiac PET	43
One-Shot Generative Prior in Hankel-k-Space for Parallel Imaging Reconstruction	43
Leveraging Spatiotemporal Cues for Self-Supervised Stereo Depth Estimation in Endoscopic Videos	43
Multi-Task Distributed Learning Using Vision Transformer With Random Patch Permutation	43
Deep Relation Learning for Regression and Its Application to Brain Age Estimation	43
Full-Wave Image Reconstruction in Transcranial Photoacoustic Computed Tomography Using a Finite Element Method	43
DistAL: A Domain-Shift Active Learning Framework With Transferable Feature Learning for Lesion Detection	42
3D Virtual Histopathology by Phase-Contrast X-Ray Micro-CT for Follicular Thyroid Neoplasms	42
Robust PCA Unrolling Network for Super-Resolution Vessel Extraction in X-Ray Coronary Angiography	42
Clinical Knowledge-Guided PET/CT Lesion Segmentation with Interpretable Fusion of Metabolic and Structural Cues	41
Structural Priors Guided Network for the Corneal Endothelial Cell Segmentation	41
Artifact Detection and Restoration in Histology Images With Stain-Style and Structural Preservation	41
Self-Supervised Digital Histopathology Image Disentanglement for Arbitrary Domain Stain Transfer	41
Heterogeneous Graph Representation Learning Framework for Resting-State Functional Connectivity Analysis	41
LSKANet: Long Strip Kernel Attention Network for Robotic Surgical Scene Segmentation	41
Information-Theoretic Analysis of Multimodal Image Translation	41
Lung Cancer Screening Classification by Sequential Multi-Instance Learning (SMILE) Framework With Multiple CT Scans	41
Bayesian Framework for Atrial LAT Estimation in ECGI	41
Benchmarking of Deep Architectures for Segmentation of Medical Images	41
Organ-DETR: Organ Detection via Transformers	41
HAMIL: High-Resolution Activation Maps and Interleaved Learning for Weakly Supervised Segmentation of Histopathological Images	40
Knowledge-Driven Framework for Anatomical Landmark Annotation in Laparoscopic Surgery	40
Global and Local Feature Reconstruction for Medical Image Segmentation	40
Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation	40
A Novel Few-Shot Learning Framework for Supervised Diffeomorphic Image Registration Network	40
Dynamic Contrast-Enhanced Ultrasound Modeling of an Analog to Pseudo-Diffusivity in Intravoxel Incoherent Motion Magnetic Resonance Imaging	40
A Causality-Driven Graph Convolutional Network for Postural Abnormality Diagnosis in Parkinsonians	40
Adaptive and Iterative Learning With Multi-Perspective Regularizations for Metal Artifact Reduction	39
DSMT-Net: Dual Self-Supervised Multi-Operator Transformation for Multi-Source Endoscopic Ultrasound Diagnosis	39
Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI	39
DiffMIC-v2: Medical Image Classification via Improved Diffusion Network	39
Efficient Multi-Organ Segmentation From 3D Abdominal CT Images With Lightweight Network and Knowledge Distillation	39
Deep Learning on Multiphysical Features and Hemodynamic Modeling for Abdominal Aortic Aneurysm Growth Prediction	39
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation	39
Blind Image Quality Assessment for Pathological Microscopic Image Under Screen and Immersion Scenarios	38
Editorial	38
Surgical Tattoos in Infrared: A Dataset for Quantifying Tissue Tracking and Mapping	38
Patient-Adaptive Population-Based Modeling of Arterial Input Functions	38
An Organ-Aware Diagnosis Framework for Radiology Report Generation	38
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI	38
Subspace Model-Assisted Deep Learning for Improved Image Reconstruction	38
STARTS: A Self-Adapted Spatio-Temporal Framework for Automatic E/MEG Source Imaging	37
Feature Masking on Non-Overlapping Regions for Detecting Dense Cells in Blood Smear Image	37
Table of Contents	37
Cyclic Learning: Bridging Image-Level Labels and Nuclei Instance Segmentation	37
Automatic Brain Midline Surface Delineation on 3D CT Images With Intracranial Hemorrhage	37
Generation of Anatomically Inspired Human Airway Tree Using Electrical Impedance Tomography: A Method to Estimate Regional Lung Filling Characteristics	37
MRI Information-Based Correction and Restoration of Photoacoustic Tomography	37
Ray-Bundle-Based X-Ray Representation and Reconstruction: An Alternative to Classic Tomography on Voxelized Volumes	37
TT U-Net: Temporal Transformer U-Net for Motion Artifact Reduction Using PAD (Pseudo All-Phase Clinical-Dataset) in Cardiac CT	36
PathAL: An Active Learning Framework for Histopathology Image Analysis	36
Separating Stimulus-Induced and Background Components of Dynamic Functional Connectivity in Naturalistic fMRI	36
Derivation and Validation of Compartment Models: Implications for Dynamic Imaging	36
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis	36
A Dual-Generalization Low-Light Enhancement Framework for Capsule Endoscopy Image Restoration and Segmentation	36
Disease-Informed Adaptation of Vision-Language Models	36
Sub-0.5 mm Resolution PET Scanner With 3-Layer DOI Detectors for Rodent Neuroimaging	36
An Annotation-Free Restoration Network for Cataractous Fundus Images	36
De-Noising of Photoacoustic Microscopy Images by Attentive Generative Adversarial Network	36
Model-Based Quantitative Elasticity Reconstruction Using ADMM	36
HiCur-NPC: Hierarchical Feature Fusion Curriculum Learning for Multi-Modal Foundation Model in Nasopharyngeal Carcinoma	36
Bayesian Collaborative Learning for Whole-Slide Image Classification	36
Multi-Connectivity Representation Learning Network for Major Depressive Disorder Diagnosis	36
TAFL: Task-Agnostic Feature Learner for Efficient Adaptation to Unseen Clinical Tasks Based on Whole-Slide Histopathological Images	35
Merging Context Clustering With Visual State Space Models for Medical Image Segmentation	35
Self-supervised Monocular Depth and Pose Estimation for Endoscopy with Latent Priors	35
Simulation of Postoperative Facial Appearances via Geometric Deep Learning for Efficient Orthognathic Surgical Planning	35
Uncertainty-Aware Survival Analysis With Dirichlet Distribution for Multi-Scale Pathology and Genomics	35
BrainMass: Advancing Brain Network Analysis for Diagnosis With Large-Scale Self-Supervised Learning	35
Distance Regression Enhanced With Temporal Information Fusion and Adversarial Training for Robot-Assisted Endomicroscopy	35
Decentralized Personalization for Federated Medical Image Segmentation via Gossip Contrastive Mutual Learning	35
MRI Motion Correction Through Disentangled CycleGAN Based on Multi-Mask K-Space Subsampling	35
Ultrasound Report Generation With Cross-Modality Feature Alignment via Unsupervised Guidance	34
Multi-Scale Pathological Fluid Segmentation in OCT With a Novel Curvature Loss in Convolutional Neural Network	34
Semi-Supervised Representation Learning for Segmentation on Medical Volumes and Sequences	34
SWENet: A Physics-Informed Deep Neural Network (PINN) for Shear Wave Elastography	34
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI	34
A Model-Based Iterative Learning Approach for Diffuse Optical Tomography	34
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery	34
VesselDiffusion: 3D Vascular Structure Generation Based on Diffusion Model	34
LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection	34
Editorial Flagship Toward the Future	33
AsyDisNet: Scalable Mammographic Asymmetry and Architectural Distortion Detection With Angle-Based Quadruplet Loss	33
Guest Editorial Special Issue on Advancements in Foundation Models for Medical Imaging	33
Delta-Net: Deep Dual-Domain Alternating Optimization Network for High Pitch Helical CT Reconstruction	33
DHR 2 -Net: A Dual-Hierarchical Relational Reasoning Framework for Surgical Action Triplet Recognition	33
Preoperative Prediction of Esophageal Cancer Survival in CT via Tumor and Lymph Node Context and Geometry Modeling	33
Functional Brain Network Classification Based on Deep Graph Hashing Learning	33
Context-Aware Real-Time Semantic View Expansion of Intraoperative 4D OCT	33