| Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models | Feb 7, 2024 | counterfactualImage Generation | CodeCode Available | 3 |
| Generative Adversarial Network in Medical Imaging: A Review | Sep 19, 2018 | Data AugmentationDomain Adaptation | CodeCode Available | 2 |
| Soft Masked Mamba Diffusion Model for CT to MRI Conversion | Jun 22, 2024 | Computed Tomography (CT)Image Generation | CodeCode Available | 2 |
| WDM: 3D Wavelet Diffusion Models for High-Resolution Medical Image Synthesis | Feb 29, 2024 | DiversityGPU | CodeCode Available | 2 |
| BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pix | Apr 25, 2022 | Breast Cancer DetectionBreast Cancer Histology Image Classification | CodeCode Available | 2 |
| Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation | Nov 7, 2022 | Computed Tomography (CT)Denoising | CodeCode Available | 2 |
| Vision-Language Synthetic Data Enhances Echocardiography Downstream Tasks | Mar 28, 2024 | Image GenerationMedical Image Generation | CodeCode Available | 1 |
| GenerateCT: Text-Conditional Generation of 3D Chest CT Volumes | May 25, 2023 | Computed Tomography (CT)Image Generation | CodeCode Available | 1 |
| UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-wide-angle Transformation Multi-scale GAN | Jul 21, 2023 | DecoderGenerative Adversarial Network | CodeCode Available | 1 |
| Skin Lesion Synthesis with Generative Adversarial Networks | Feb 8, 2019 | Cancer ClassificationGeneral Classification | CodeCode Available | 1 |
| MRGen: Diffusion-based Controllable Data Engine for MRI Segmentation towards Unannotated Modalities | Dec 4, 2024 | Image GenerationImage Segmentation | CodeCode Available | 1 |
| Correction of out-of-focus microscopic images by deep learning | Apr 26, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Overcoming Barriers to Data Sharing with Medical Image Generation: A Comprehensive Evaluation | Nov 29, 2020 | Computed Tomography (CT)Image Generation | CodeCode Available | 1 |
| Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images | Apr 1, 2024 | 3D Video Frame InterpolationMedical Image Generation | CodeCode Available | 1 |
| MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education | Oct 11, 2020 | AttributeGenerative Adversarial Network | CodeCode Available | 1 |
| Medical diffusion on a budget: Textual Inversion for medical image generation | Mar 23, 2023 | Diagnosticdomain classification | CodeCode Available | 1 |
| Diffusion Deformable Model for 4D Temporal Medical Image Generation | Jun 27, 2022 | DenoisingImage Generation | CodeCode Available | 1 |
| Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend | Nov 22, 2023 | Data AugmentationMedical Image Generation | CodeCode Available | 1 |
| Latent Diffusion Autoencoders: Toward Efficient and Meaningful Unsupervised Representation Learning in Medical Imaging | Apr 11, 2025 | AttributeComputational Efficiency | CodeCode Available | 1 |
| NiftyNet: a deep-learning platform for medical imaging | Sep 11, 2017 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Explainable Diabetic Retinopathy Detection and Retinal Image Generation | Jul 1, 2021 | Data AugmentationDiabetic Retinopathy Detection | CodeCode Available | 1 |
| SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation | Dec 16, 2022 | Image GenerationMedical Image Generation | CodeCode Available | 1 |
| Melanoma Detection using Adversarial Training and Deep Transfer Learning | Apr 14, 2020 | Conditional Image GenerationGeneral Classification | CodeCode Available | 1 |
| Evaluating the Clinical Realism of Synthetic Chest X-Rays Generated Using Progressively Growing GANs | Oct 7, 2020 | Conditional Image GenerationData Augmentation | CodeCode Available | 1 |
| BiomedJourney: Counterfactual Biomedical Image Generation by Instruction-Learning from Multimodal Patient Journeys | Oct 16, 2023 | counterfactualDenoising | —Unverified | 0 |
