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| Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition | Dec 4, 2018 | DiagnosticImage Generation | —Unverified | 0 |
| DDPM based X-ray Image Synthesizer | Jan 3, 2024 | DenoisingImage Generation | —Unverified | 0 |
| Generating Highly Realistic Images of Skin Lesions with GANs | Sep 5, 2018 | BIG-bench Machine LearningLesion Segmentation | —Unverified | 0 |
| DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis | Oct 24, 2024 | Binary ClassificationBreast Cancer Detection | —Unverified | 0 |
| DCSNet: A Lightweight Knowledge Distillation-Based Model with Explainable AI for Lung Cancer Diagnosis from Histopathological Images | May 14, 2025 | DiagnosticKnowledge Distillation | —Unverified | 0 |
| Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture | Jul 21, 2022 | AutoMLData Augmentation | —Unverified | 0 |
| DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation | Mar 14, 2025 | Diagnosticimage-classification | —Unverified | 0 |
| Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation | Apr 20, 2021 | Federated LearningImage Segmentation | —Unverified | 0 |
| A low-rank representation for unsupervised registration of medical images | May 20, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks | Oct 2, 2023 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| DATR: Domain-adaptive transformer for multi-domain landmark detection | Mar 12, 2022 | Anatomical Landmark DetectionAnatomy | —Unverified | 0 |
| Dataset Distillation in Medical Imaging: A Feasibility Study | Jul 19, 2024 | Dataset DistillationMedical Image Analysis | —Unverified | 0 |
| Data efficient deep learning for medical image analysis: A survey | Oct 10, 2023 | Active LearningDeep Learning | —Unverified | 0 |
| Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation | Aug 2, 2023 | image-classificationImage Classification | —Unverified | 0 |
| A unified representation network for segmentation with missing modalities | Aug 19, 2019 | Medical Image AnalysisSegmentation | —Unverified | 0 |
| Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers | Apr 1, 2022 | AnatomyDeep Learning | —Unverified | 0 |
| A unified 3D framework for Organs at Risk Localization and Segmentation for Radiation Therapy Planning | Mar 1, 2022 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |
| A Loopback Network for Explainable Microvascular Invasion Classification | Jan 1, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis | Nov 16, 2022 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration | Aug 13, 2020 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| A2B-GAN: Utilizing Unannotated Anomalous Images for Anomaly Detection in Medical Image Analysis | Sep 29, 2021 | Anomaly DetectionImage-to-Image Translation | —Unverified | 0 |
| A Systematic Review of Generalization Research in Medical Image Classification | Mar 18, 2024 | ArticlesClassification | —Unverified | 0 |
| Generative Adversarial Networks for Data Augmentation | Jun 3, 2023 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment | Feb 7, 2022 | Image RegistrationMedical Image Analysis | —Unverified | 0 |