{"total":124,"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":"2101.08629","title":"Image-to-Image Translation: Methods and Applications","created":"2021-01-21","cited_by_count":116,"area":null},{"id":"2102.04525","title":"Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation","created":"2021-02-08","cited_by_count":88,"area":null},{"id":"2209.12104","title":"Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models","created":"2022-09-24","cited_by_count":69,"area":null},{"id":"2403.11050","title":"Endora: Video Generation Models as Endoscopy Simulators","created":"2024-03-17","cited_by_count":55,"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":"2207.06873","title":"BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks","created":"2022-07-14","cited_by_count":23,"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":"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":"2307.16143","title":"Structure-Preserving Synthesis: MaskGAN for Unpaired MR-CT Translation","created":"2023-07-30","cited_by_count":19,"area":null},{"id":"2412.01496","title":"Fr\\'echet Radiomic Distance (FRD): A Versatile Metric for Comparing Medical Imaging Datasets","created":"2024-12-02","cited_by_count":19,"area":null},{"id":"2106.15542","title":"Uncertainty-Guided Progressive GANs for Medical Image Translation","created":"2021-06-29","cited_by_count":16,"area":null},{"id":"2110.12467","title":"Robustness via Uncertainty-aware Cycle Consistency","created":"2021-10-24","cited_by_count":16,"area":null},{"id":"2107.09543","title":"Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging","created":"2021-07-20","cited_by_count":15,"area":null},{"id":"2110.01442","title":"A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines -- From Medical to Remote Sensing","created":"2021-10-01","cited_by_count":13,"area":null},{"id":"2205.08887","title":"3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis","created":"2022-05-18","cited_by_count":13,"area":null},{"id":"2404.08434","title":"An improved tabular data generator with VAE-GMM integration","created":"2024-04-12","cited_by_count":13,"area":null},{"id":"2101.05439","title":"Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis","created":"2021-01-14","cited_by_count":12,"area":null},{"id":"2210.07611","title":"Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion","created":"2022-10-14","cited_by_count":12,"area":null},{"id":"2302.00517","title":"Synthesis-based Imaging-Differentiation Representation Learning for Multi-Sequence 3D/4D MRI","created":"2023-02-01","cited_by_count":11,"area":null},{"id":"2311.06480","title":"Adversarial Fine-tuning using Generated Respiratory Sound to Address Class Imbalance","created":"2023-11-11","cited_by_count":11,"area":null},{"id":"2402.01077","title":"Recent Advances in Predictive Modeling with Electronic Health Records","created":"2024-02-02","cited_by_count":11,"area":null},{"id":"2307.00885","title":"An Explainable Deep Framework: Towards Task-Specific Fusion for Multi-to-One MRI Synthesis","created":"2023-07-03","cited_by_count":9,"area":null},{"id":"2111.06398","title":"A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis","created":"2021-11-10","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":"2304.07147","title":"Cross Attention Transformers for Multi-modal Unsupervised Whole-Body PET Anomaly Detection","created":"2023-04-14","cited_by_count":7,"area":null},{"id":"2412.18111","title":"AIGT: AI Generative Table Based on Prompt","created":"2024-12-24","cited_by_count":7,"area":null},{"id":"2511.16854","title":"MRI Super-Resolution with Deep Learning: A Comprehensive Survey","created":"2025-11-20","cited_by_count":7,"area":null},{"id":"2107.00296","title":"Explainable Diabetic Retinopathy Detection and Retinal Image Generation","created":"2021-07-01","cited_by_count":6,"area":null},{"id":"2110.08407","title":"Bridging the gap between paired and unpaired medical image translation","created":"2021-10-15","cited_by_count":6,"area":null},{"id":"2205.04730","title":"Power of Quantum Generative Learning","created":"2022-05-10","cited_by_count":6,"area":null},{"id":"2211.12623","title":"SkipConvGAN: Monaural Speech Dereverberation using Generative Adversarial Networks via Complex Time-Frequency Masking","created":"2022-11-22","cited_by_count":6,"area":null},{"id":"2301.13743","title":"Zero-shot-Learning Cross-Modality Data Translation Through Mutual Information Guided Stochastic Diffusion","created":"2023-01-31","cited_by_count":6,"area":null},{"id":"2303.08863","title":"Class-Guided Image-to-Image Diffusion: Cell Painting from Brightfield Images with Class Labels","created":"2023-03-15","cited_by_count":6,"area":null},{"id":"2305.15367","title":"SAMScore: A Content Structural Similarity Metric for Image Translation Evaluation","created":"2023-05-24","cited_by_count":6,"area":null},{"id":"2401.05579","title":"An Augmented Surprise-guided Sequential Learning Framework for Predicting the Melt Pool Geometry","created":"2024-01-10","cited_by_count":6,"area":null},{"id":"2407.14846","title":"Realistic Surgical Image Dataset Generation Based On 3D Gaussian Splatting","created":"2024-07-20","cited_by_count":6,"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":"2105.07044","title":"SA-GAN: Structure-Aware GAN for Organ-Preserving Synthetic CT Generation","created":"2021-05-14","cited_by_count":5,"area":null},{"id":"2105.12479","title":"Pattern Detection in the Activation Space for Identifying Synthesized Content","created":"2021-05-26","cited_by_count":5,"area":null},{"id":"2306.14678","title":"Faithful Synthesis of Low-dose Contrast-enhanced Brain MRI Scans using Noise-preserving Conditional GANs","created":"2023-06-26","cited_by_count":5,"area":null},{"id":"2309.13584","title":"Solving Low-Dose CT Reconstruction via GAN with Local Coherence","created":"2023-09-24","cited_by_count":5,"area":null},{"id":"2102.07225","title":"Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images","created":"2021-02-14","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":"2404.13634","title":"Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks","created":"2024-04-21","cited_by_count":4,"area":null},{"id":"2407.02974","title":"IM-MoCo: Self-supervised MRI Motion Correction using Motion-Guided Implicit Neural Representations","created":"2024-07-03","cited_by_count":4,"area":null},{"id":"2407.12793","title":"Data Collection and Labeling Techniques for Machine Learning","created":"2024-06-19","cited_by_count":4,"area":null},{"id":"2410.10328","title":"Anatomical feature-prioritized loss for enhanced MR to CT translation","created":"2024-10-14","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":"2207.00147","title":"ChrSNet: Chromosome Straightening using Self-attention Guided Networks","created":"2022-07-01","cited_by_count":3,"area":null},{"id":"2305.02092","title":"Efficient CNN-based Super Resolution Algorithms for mmWave Mobile Radar Imaging","created":"2023-05-03","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":"2402.01186","title":"Ambient-Pix2PixGAN for Translating Medical Images from Noisy Data","created":"2024-02-02","cited_by_count":3,"area":null},{"id":"2103.02458","title":"Sparsity Aware Normalization for GANs","created":"2021-03-03","cited_by_count":2,"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":"2207.04325","title":"Unsupervised Joint Image Transfer and Uncertainty Quantification Using Patch Invariant Networks","created":"2022-07-09","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":"2302.06513","title":"DEPAS: De-novo Pathology Semantic Masks using a Generative Model","created":"2023-02-13","cited_by_count":2,"area":null},{"id":"2304.01864","title":"A Practical Framework for Unsupervised Structure Preservation Medical Image Enhancement","created":"2023-04-04","cited_by_count":2,"area":null},{"id":"2305.14589","title":"Attentive Continuous Generative Self-training for Unsupervised Domain Adaptive Medical Image Translation","created":"2023-05-23","cited_by_count":2,"area":null},{"id":"2306.06217","title":"BioGAN: An unpaired GAN-based image to image translation model for microbiological images","created":"2023-06-09","cited_by_count":2,"area":null},{"id":"2312.11748","title":"Ultrasound Image Enhancement using CycleGAN and Perceptual Loss","created":"2023-12-18","cited_by_count":2,"area":null},{"id":"2404.01102","title":"Diffusion based Zero-shot Medical Image-to-Image Translation for Cross Modality Segmentation","created":"2024-04-01","cited_by_count":2,"area":null},{"id":"2405.04902","title":"HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis","created":"2024-05-08","cited_by_count":2,"area":null},{"id":"2405.16971","title":"A Unified Framework for Tabular Generative Modeling: Loss Functions, Benchmarks, and Improved Multi-objective Bayesian Optimization Approaches","created":"2024-05-27","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":"2407.07660","title":"Boosting Medical Image Synthesis via Registration-guided Consistency and Disentanglement Learning","created":"2024-07-10","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":"2410.08490","title":"CAS-GAN for Contrast-free Angiography Synthesis","created":"2024-10-11","cited_by_count":2,"area":null},{"id":"2109.09702","title":"Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images","created":"2021-09-20","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":"2204.03547","title":"Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging","created":"2022-04-07","cited_by_count":1,"area":null},{"id":"2208.04825","title":"Longitudinal Prediction of Postnatal Brain Magnetic Resonance Images via a Metamorphic Generative Adversarial Network","created":"2022-08-09","cited_by_count":1,"area":null},{"id":"2211.08570","title":"Dynamic-Pix2Pix: Noise Injected cGAN for Modeling Input and Target Domain Joint Distributions with Limited Training Data","created":"2022-11-15","cited_by_count":1,"area":null},{"id":"2301.08939","title":"Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks","created":"2023-01-21","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":"2303.17239","title":"Retrospective Motion Correction in Gradient Echo MRI by Explicit Motion Estimation Using Deep CNNs","created":"2023-03-30","cited_by_count":1,"area":null},{"id":"2304.07693","title":"Translating Simulation Images to X-ray Images via Multi-Scale Semantic Matching","created":"2023-04-16","cited_by_count":1,"area":null},{"id":"2308.07573","title":"Method for Generating Synthetic Data Combining Chest Radiography Images with Tabular Clinical Information Using Dual Generative Models","created":"2023-08-15","cited_by_count":1,"area":null},{"id":"2405.14718","title":"StyleX: A Trainable Metric for X-ray Style Distances","created":"2024-05-23","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":"2510.04947","title":"Bidirectional Mammogram View Translation with Column-Aware and Implicit 3D Conditional Diffusion","created":"2025-10-06","cited_by_count":1,"area":null},{"id":"2106.00629","title":"Decoupling Shape and Density for Liver Lesion Synthesis Using Conditional Generative Adversarial Networks","created":"2021-06-01","cited_by_count":0,"area":null},{"id":"2106.01416","title":"Ebola Optimization Search Algorithm (EOSA): A new metaheuristic algorithm based on the propagation model of Ebola virus disease","created":"2021-06-02","cited_by_count":0,"area":null},{"id":"2108.12151","title":"A Matching Algorithm based on Image Attribute Transfer and Local Features for Underwater Acoustic and Optical Images","created":"2021-08-27","cited_by_count":0,"area":null},{"id":"2111.07015","title":"HydraGAN A Multi-head, Multi-objective Approach to Synthetic Data Generation","created":"2021-11-13","cited_by_count":0,"area":null},{"id":"2112.15442","title":"Mythological Medical Machine Learning: Boosting the Performance of a Deep Learning Medical Data Classifier Using Realistic Physiological Models","created":"2021-12-28","cited_by_count":0,"area":null},{"id":"2202.07755","title":"Deep Learning-Assisted Co-registration of Full-Spectral Autofluorescence Lifetime Microscopic Images with H&E-Stained Histology Images","created":"2022-02-15","cited_by_count":0,"area":null},{"id":"2203.06363","title":"MDT-Net: Multi-domain Transfer by Perceptual Supervision for Unpaired Images in OCT Scan","created":"2022-03-12","cited_by_count":0,"area":null},{"id":"2205.08106","title":"Computerized Tomography Pulmonary Angiography Image Simulation using Cycle Generative Adversarial Network from Chest CT imaging in Pulmonary Embolism Patients","created":"2022-05-17","cited_by_count":0,"area":null},{"id":"2205.12857","title":"Structure Unbiased Adversarial Model for Medical Image Segmentation","created":"2022-05-25","cited_by_count":0,"area":null},{"id":"2206.06663","title":"Quantitative Imaging Principles Improves Medical Image Learning","created":"2022-06-14","cited_by_count":0,"area":null},{"id":"2211.06250","title":"Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models","created":"2022-11-11","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":"2305.05023","title":"Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning","created":"2023-05-08","cited_by_count":0,"area":null},{"id":"2305.12822","title":"Quantifying the effect of X-ray scattering for data generation in real-time defect detection","created":"2023-05-22","cited_by_count":0,"area":null}],"next_cursor":"100"}