{"total":108,"rows":[{"id":"2106.16031","title":"ResViT: Residual vision transformers for multi-modal medical image synthesis","created":"2021-06-30","cited_by_count":177,"area":null},{"id":"2301.03505","title":"Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review","created":"2023-01-09","cited_by_count":62,"area":null},{"id":"2307.13125","title":"Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review","created":"2023-07-24","cited_by_count":48,"area":null},{"id":"2204.06929","title":"Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis","created":"2022-04-14","cited_by_count":42,"area":null},{"id":"2204.13738","title":"One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation","created":"2022-04-28","cited_by_count":40,"area":null},{"id":"2304.05340","title":"Unified Multi-Modal Image Synthesis for Missing Modality Imputation","created":"2023-04-11","cited_by_count":40,"area":null},{"id":"2405.11029","title":"Generative Artificial Intelligence: A Systematic Review and Applications","created":"2024-05-17","cited_by_count":37,"area":null},{"id":"2103.03781","title":"Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation","created":"2021-03-05","cited_by_count":24,"area":null},{"id":"2207.06509","title":"One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis","created":"2022-07-13","cited_by_count":22,"area":null},{"id":"2201.08953","title":"FedMed-GAN: Federated Domain Translation on Unsupervised Cross-Modality Brain Image Synthesis","created":"2022-01-22","cited_by_count":21,"area":null},{"id":"2101.05434","title":"A Unified Conditional Disentanglement Framework for Multimodal Brain MR Image Translation","created":"2021-01-14","cited_by_count":19,"area":null},{"id":"2304.13385","title":"Low-field magnetic resonance image enhancement via stochastic image quality transfer","created":"2023-04-26","cited_by_count":19,"area":null},{"id":"2110.12467","title":"Robustness via Uncertainty-aware Cycle Consistency","created":"2021-10-24","cited_by_count":16,"area":null},{"id":"2204.03804","title":"A Learnable Variational Model for Joint Multimodal MRI Reconstruction and Synthesis","created":"2022-04-08","cited_by_count":16,"area":null},{"id":"2107.11945","title":"A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation","created":"2021-07-26","cited_by_count":15,"area":null},{"id":"2110.03343","title":"Uncertainty-aware GAN with Adaptive Loss for Robust MRI Image Enhancement","created":"2021-10-07","cited_by_count":15,"area":null},{"id":"2406.01264","title":"FreeTumor: Advance Tumor Segmentation via Large-Scale Tumor Synthesis","created":"2024-06-03","cited_by_count":15,"area":null},{"id":"2310.02663","title":"MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation","created":"2023-10-04","cited_by_count":13,"area":null},{"id":"2310.04630","title":"Metadata-Conditioned Generative Models to Synthesize Anatomically-Plausible 3D Brain MRIs","created":"2023-10-07","cited_by_count":12,"area":null},{"id":"2105.13993","title":"PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer","created":"2021-05-28","cited_by_count":11,"area":null},{"id":"2206.07081","title":"Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience","created":"2022-06-14","cited_by_count":11,"area":null},{"id":"2409.13094","title":"DenoMamba: A fused state-space model for low-dose CT denoising","created":"2024-09-19","cited_by_count":11,"area":null},{"id":"2104.01449","title":"MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks","created":"2021-04-03","cited_by_count":10,"area":null},{"id":"2107.09989","title":"High-Resolution Pelvic MRI Reconstruction Using a Generative Adversarial Network with Attention and Cyclic Loss","created":"2021-07-21","cited_by_count":10,"area":null},{"id":"2107.01748","title":"Controllable cardiac synthesis via disentangled anatomy arithmetic","created":"2021-07-04","cited_by_count":9,"area":null},{"id":"2202.06997","title":"Cross-Modality Neuroimage Synthesis: A Survey","created":"2022-02-14","cited_by_count":7,"area":null},{"id":"2209.04223","title":"Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs","created":"2022-09-09","cited_by_count":7,"area":null},{"id":"2105.02835","title":"Deep Learning based Multi-modal Computing with Feature Disentanglement for MRI Image Synthesis","created":"2021-05-06","cited_by_count":6,"area":null},{"id":"2203.07815","title":"Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease Classification","created":"2022-03-15","cited_by_count":6,"area":null},{"id":"2210.01713","title":"Anatomically constrained CT image translation for heterogeneous blood vessel segmentation","created":"2022-10-04","cited_by_count":6,"area":null},{"id":"2310.01251","title":"Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks","created":"2023-10-02","cited_by_count":6,"area":null},{"id":"2311.08225","title":"Uni-COAL: A Unified Framework for Cross-Modality Synthesis and Super-Resolution of MR Images","created":"2023-11-14","cited_by_count":6,"area":null},{"id":"2409.18872","title":"Simulating Dynamic Tumor Contrast Enhancement in Breast MRI using Conditional Generative Adversarial Networks","created":"2024-09-27","cited_by_count":6,"area":null},{"id":"2104.01149","title":"Glioblastoma Multiforme Prognosis: MRI Missing Modality Generation, Segmentation and Radiogenomic Survival Prediction","created":"2021-03-17","cited_by_count":5,"area":null},{"id":"2104.01592","title":"Synthesizing MR Image Contrast Enhancement Using 3D High-resolution ConvNets","created":"2021-04-04","cited_by_count":5,"area":null},{"id":"2305.02774","title":"Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction","created":"2023-05-04","cited_by_count":5,"area":null},{"id":"2402.06875","title":"Disentangled Latent Energy-Based Style Translation: An Image-Level Structural MRI Harmonization Framework","created":"2024-02-10","cited_by_count":5,"area":null},{"id":"2503.15555","title":"Whole-Body Image-to-Image Translation for a Virtual Scanner in a Healthcare Digital Twin","created":"2025-03-18","cited_by_count":5,"area":null},{"id":"2504.21771","title":"WASABI: A Metric for Evaluating Morphometric Plausibility of Synthetic Brain MRIs","created":"2025-04-30","cited_by_count":5,"area":null},{"id":"2210.05952","title":"3D Brain and Heart Volume Generative Models: A Survey","created":"2022-10-12","cited_by_count":4,"area":null},{"id":"2212.10817","title":"High-fidelity Direct Contrast Synthesis from Magnetic Resonance Fingerprinting","created":"2022-12-21","cited_by_count":4,"area":null},{"id":"2305.12621","title":"DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images","created":"2023-05-22","cited_by_count":4,"area":null},{"id":"2305.15421","title":"Generative Adversarial Networks for Brain Images Synthesis: A Review","created":"2023-05-16","cited_by_count":4,"area":null},{"id":"2402.01509","title":"Advancing Brain Tumor Inpainting with Generative Models","created":"2024-02-02","cited_by_count":4,"area":null},{"id":"2411.04630","title":"Brain Tumour Removing and Missing Modality Generation using 3D WDM","created":"2024-11-07","cited_by_count":4,"area":null},{"id":"2411.14684","title":"Learning Modality-Aware Representations: Adaptive Group-wise Interaction Network for Multimodal MRI Synthesis","created":"2024-11-22","cited_by_count":4,"area":null},{"id":"2501.18328","title":"Virtual Full-stack Scanning of Brain MRI via Imputing Any Quantised Code","created":"2025-01-30","cited_by_count":4,"area":null},{"id":"2102.11747","title":"Uncertainty-aware Generalized Adaptive CycleGAN","created":"2021-02-23","cited_by_count":3,"area":null},{"id":"2109.09004","title":"Random Multi-Channel Image Synthesis for Multiplexed Immunofluorescence Imaging","created":"2021-09-18","cited_by_count":3,"area":null},{"id":"2212.09977","title":"Unified Framework for Histopathology Image Augmentation and Classification via Generative Models","created":"2022-12-20","cited_by_count":3,"area":null},{"id":"2309.03320","title":"CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation","created":"2023-09-06","cited_by_count":3,"area":null},{"id":"2310.00246","title":"A hybrid quantum-classical conditional generative adversarial network algorithm for human-centered paradigm in cloud","created":"2023-09-30","cited_by_count":3,"area":null},{"id":"2402.01186","title":"Ambient-Pix2PixGAN for Translating Medical Images from Noisy Data","created":"2024-02-02","cited_by_count":3,"area":null},{"id":"2408.15640","title":"GANs Conditioning Methods: A Survey","created":"2024-08-28","cited_by_count":3,"area":null},{"id":"2409.13477","title":"A Plug-and-Play Method for Guided Multi-contrast MRI Reconstruction based on Content/Style Modeling","created":"2024-09-20","cited_by_count":3,"area":null},{"id":"2501.18741","title":"Synthetic Data Generation for Augmenting Small Samples","created":"2025-01-30","cited_by_count":3,"area":null},{"id":"2103.05116","title":"ASL to PET Translation by a Semi-supervised Residual-based Attention-guided Convolutional Neural Network","created":"2021-03-08","cited_by_count":2,"area":null},{"id":"2106.02198","title":"CNNs and GANs in MRI-based cross-modality medical image estimation","created":"2021-06-04","cited_by_count":2,"area":null},{"id":"2201.12589","title":"FedMed-ATL: Misaligned Unpaired Brain Image Synthesis via Affine Transform Loss","created":"2022-01-29","cited_by_count":2,"area":null},{"id":"2202.06548","title":"A resource-efficient deep learning framework for low-dose brain PET image reconstruction and analysis","created":"2022-02-14","cited_by_count":2,"area":null},{"id":"2211.12082","title":"Brain MRI-to-PET Synthesis using 3D Convolutional Attention Networks","created":"2022-11-22","cited_by_count":2,"area":null},{"id":"2310.05572","title":"A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers","created":"2023-10-09","cited_by_count":2,"area":null},{"id":"2312.05548","title":"A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data","created":"2023-12-09","cited_by_count":2,"area":null},{"id":"2402.09567","title":"TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction","created":"2024-02-14","cited_by_count":2,"area":null},{"id":"2406.12632","title":"Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET","created":"2024-06-18","cited_by_count":2,"area":null},{"id":"2409.12399","title":"I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP","created":"2024-09-19","cited_by_count":2,"area":null},{"id":"2107.14175","title":"Swap-Free Fat-Water Separation in Dixon MRI using Conditional Generative Adversarial Networks","created":"2021-07-29","cited_by_count":1,"area":null},{"id":"2109.00670","title":"Variable Augmented Network for Invertible Modality Synthesis-Fusion","created":"2021-09-02","cited_by_count":1,"area":null},{"id":"2111.14297","title":"Data Augmentation For Medical MR Image Using Generative Adversarial Networks","created":"2021-11-29","cited_by_count":1,"area":null},{"id":"2202.06142","title":"Multi-task Deep Learning for Cerebrovascular Disease Classification and MRI-to-PET Translation","created":"2022-02-12","cited_by_count":1,"area":null},{"id":"2203.06920","title":"DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network","created":"2022-03-14","cited_by_count":1,"area":null},{"id":"2207.11748","title":"Improved Super Resolution of MR Images Using CNNs and Vision Transformers","created":"2022-07-24","cited_by_count":1,"area":null},{"id":"2302.01788","title":"IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data","created":"2023-02-03","cited_by_count":1,"area":null},{"id":"2402.00375","title":"Disentangled Multimodal Brain MR Image Translation via Transformer-based Modality Infuser","created":"2024-02-01","cited_by_count":1,"area":null},{"id":"2405.05462","title":"Cross-Modality Translation with Generative Adversarial Networks to Unveil Alzheimer's Disease Biomarkers","created":"2024-05-08","cited_by_count":1,"area":null},{"id":"2412.01705","title":"Uncertainty-Aware Regularization for Image-to-Image Translation","created":"2024-11-24","cited_by_count":1,"area":null},{"id":"2503.00945","title":"Cross Modality Medical Image Synthesis for Improving Liver Segmentation","created":"2025-03-02","cited_by_count":1,"area":null},{"id":"2506.02467","title":"Multi-modal brain MRI synthesis based on SwinUNETR","created":"2025-06-03","cited_by_count":1,"area":null},{"id":"2508.09271","title":"A Generative Imputation Method for Multimodal Alzheimer's Disease Diagnosis","created":"2025-08-12","cited_by_count":1,"area":null},{"id":"2510.08951","title":"FS-RWKV: Leveraging Frequency Spatial-Aware RWKV for 3T-to-7T MRI Translation","created":"2025-10-10","cited_by_count":1,"area":null},{"id":"2511.02558","title":"Forecasting Future Anatomies: Longitudinal Brain Mri-to-Mri Prediction","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2602.07068","title":"MRI Cross-Modal Synthesis: A Comparative Study of Generative Models for T1-to-T2 Reconstruction","created":"2026-02-05","cited_by_count":1,"area":null},{"id":"2604.12805","title":"Image-to-Image Translation Framework Embedded with Rotation Symmetry Priors","created":"2026-04-14","cited_by_count":1,"area":null},{"id":"2108.04135","title":"Manifold-aware Synthesis of High-resolution Diffusion from Structural Imaging","created":"2021-08-09","cited_by_count":0,"area":null},{"id":"2202.10396","title":"MIST GAN: Modality Imputation Using Style Transfer for MRI","created":"2022-02-21","cited_by_count":0,"area":null},{"id":"2206.06372","title":"Acceleration of cerebral blood flow and arterial transit time maps estimation from multiple post-labeling delay arterial spin-labeled MRI via deep learning","created":"2022-06-13","cited_by_count":0,"area":null},{"id":"2212.10086","title":"End to End Generative Meta Curriculum Learning For Medical Data Augmentation","created":"2022-12-20","cited_by_count":0,"area":null},{"id":"2303.09012","title":"Exploring the Power of Generative Deep Learning for Image-to-Image Translation and MRI Reconstruction: A Cross-Domain Review","created":"2023-03-16","cited_by_count":0,"area":null},{"id":"2304.08072","title":"Two-stage MR Image Segmentation Method for Brain Tumors based on Attention Mechanism","created":"2023-04-17","cited_by_count":0,"area":null},{"id":"2307.04296","title":"K-Space-Aware Cross-Modality Score for Synthesized Neuroimage Quality Assessment","created":"2023-07-10","cited_by_count":0,"area":null},{"id":"2404.07374","title":"Improving Multi-Center Generalizability of GAN-Based Fat Suppression using Federated Learning","created":"2024-04-10","cited_by_count":0,"area":null},{"id":"2406.14954","title":"Principled Feature Disentanglement for High-Fidelity Unified Brain MRI Synthesis","created":"2024-06-21","cited_by_count":0,"area":null},{"id":"2410.17691","title":"Longitudinal Causal Image Synthesis","created":"2024-10-23","cited_by_count":0,"area":null},{"id":"2501.14171","title":"Fully Guided Neural Schr\\\"odinger bridge for Brain MR image synthesis","created":"2025-01-24","cited_by_count":0,"area":null},{"id":"2501.16879","title":"Ultra-high resolution multimodal MRI densely labelled holistic structural brain atlas","created":"2025-01-28","cited_by_count":0,"area":null},{"id":"2507.07721","title":"Breast Ultrasound Tumor Generation via Mask Generator and Text-Guided Network:A Clinically Controllable Framework with Downstream Evaluation","created":"2025-07-10","cited_by_count":0,"area":null},{"id":"2509.16019","title":"SLaM-DiMM: Shared Latent Modeling for Diffusion Based Missing Modality Synthesis in MRI","created":"2025-09-19","cited_by_count":0,"area":null},{"id":"2510.02815","title":"Med-K2N: Flexible K-to-N Modality Translation for Medical Image Synthesis","created":"2025-10-03","cited_by_count":0,"area":null},{"id":"2510.10155","title":"Stroke Locus Net: Occluded Vessel Localization from MRI Modalities","created":"2025-10-11","cited_by_count":0,"area":null},{"id":"2602.08822","title":"Any-to-All MRI Synthesis: A Unified Foundation Model for Nasopharyngeal Carcinoma and Its Downstream Applications","created":"2026-02-09","cited_by_count":0,"area":null}],"next_cursor":"100"}