| CT Image Enhancement Using Stacked Generative Adversarial Networks and Transfer Learning for Lesion Segmentation Improvement | Jul 18, 2018 | Computed Tomography (CT)Image Enhancement | —Unverified | 0 |
| CTLformer: A Hybrid Denoising Model Combining Convolutional Layers and Self-Attention for Enhanced CT Image Reconstruction | May 18, 2025 | DenoisingDiagnostic | —Unverified | 0 |
| CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis | May 5, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration | Aug 13, 2020 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis | Nov 16, 2022 | DiagnosticGenerative Adversarial Network | —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 |
| Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation | Aug 2, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds | Apr 9, 2019 | Image CompressionImage Segmentation | —Unverified | 0 |
| Dataset Distillation in Medical Imaging: A Feasibility Study | Jul 19, 2024 | Dataset DistillationMedical Image Analysis | —Unverified | 0 |
| DATR: Domain-adaptive transformer for multi-domain landmark detection | Mar 12, 2022 | Anatomical Landmark DetectionAnatomy | —Unverified | 0 |
| DCAT: Dual Cross-Attention Fusion for Disease Classification in Radiological Images with Uncertainty Estimation | Mar 14, 2025 | Diagnosticimage-classification | —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 |
| DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis | Oct 24, 2024 | Binary ClassificationBreast Cancer Detection | —Unverified | 0 |
| DDPM based X-ray Image Synthesizer | Jan 3, 2024 | DenoisingImage Generation | —Unverified | 0 |
| Decompose to manipulate: Manipulable Object Synthesis in 3D Medical Images with Structured Image Decomposition | Dec 4, 2018 | DiagnosticImage Generation | —Unverified | 0 |
| Deep Conditional Shape Models for 3D cardiac image segmentation | Oct 16, 2023 | AnatomyImage Segmentation | —Unverified | 0 |
| Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review | Dec 11, 2017 | Lesion SegmentationMedical Image Analysis | —Unverified | 0 |
| Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net | Nov 27, 2016 | Medical Image Analysis | —Unverified | 0 |
| Deep Distance Map Regression Network with Shape-aware Loss for Imbalanced Medical Image Segmentation | Jan 15, 2025 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| DeepDyve: Dynamic Verification for Deep Neural Networks | Sep 21, 2020 | Autonomous DrivingMedical Image Analysis | —Unverified | 0 |
| Deep ensembles based on Stochastic Activation Selection for Polyp Segmentation | Apr 2, 2021 | Autonomous DrivingDecoder | —Unverified | 0 |
| Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer | Jan 31, 2025 | Computed Tomography (CT)Image Augmentation | —Unverified | 0 |
| Deep generative model-driven multimodal prostate segmentation in radiotherapy | Oct 23, 2019 | Medical Image AnalysisMulti-Task Learning | —Unverified | 0 |
| Deep Generative Models for 3D Medical Image Synthesis | Oct 23, 2024 | DenoisingDiversity | —Unverified | 0 |
| Deep image mining for diabetic retinopathy screening | Oct 22, 2016 | Medical Image Analysis | —Unverified | 0 |
| Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy | Nov 23, 2023 | Interactive SegmentationMedical Image Analysis | —Unverified | 0 |
| Deep learning and classical computer vision techniques in medical image analysis: Case studies on brain MRI tissue segmentation, lung CT COPD registration, and skin lesion classification | Feb 26, 2025 | Image RegistrationLesion Classification | —Unverified | 0 |
| Deep Learning applications for COVID-19 | Jan 11, 2021 | Deep LearningEpidemiology | —Unverified | 0 |
| Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions | Oct 18, 2024 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review | Jul 24, 2023 | Data AugmentationImage Augmentation | —Unverified | 0 |
| Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? | Jul 23, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey | Nov 3, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Learning Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation | Oct 11, 2019 | Image ReconstructionImage Segmentation | —Unverified | 0 |
| Deep Learning for Automated Medical Image Analysis | Mar 12, 2019 | AnatomyDeep Learning | —Unverified | 0 |
| Deep Learning for Chest X-ray Analysis: A Survey | Mar 15, 2021 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Deep Learning for Computational Cytology: A Survey | Feb 10, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Learning for Medical Image Analysis | Aug 17, 2017 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Expert-Adaptive Medical Image Segmentation | Feb 11, 2024 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays | Apr 28, 2021 | Medical Image Analysisregression | —Unverified | 0 |
| Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data | Dec 29, 2024 | Classificationimage-classification | —Unverified | 0 |
| Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset | Jan 6, 2023 | Medical Image Analysis | —Unverified | 0 |
| Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation | Jun 23, 2020 | Autonomous VehiclesFew-Shot Learning | —Unverified | 0 |
| Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans | May 7, 2020 | Data AugmentationMedical Image Analysis | —Unverified | 0 |
| Deep learning with noisy labels: exploring techniques and remedies in medical image analysis | Dec 5, 2019 | Deep LearningLearning with noisy labels | —Unverified | 0 |
| DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images | Aug 24, 2023 | ClassificationMedical Image Analysis | —Unverified | 0 |
| Deeply Explainable Artificial Neural Network | May 10, 2025 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Medial Voxels: Learned Medial Axis Approximations for Anatomical Shape Modeling | Mar 18, 2024 | Medical Image Analysis | —Unverified | 0 |
| Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing | May 11, 2020 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images towards Achieving Label-free Angiography | Sep 19, 2016 | DiversityMedical Image Analysis | —Unverified | 0 |
| Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Jun 15, 2022 | Instance SegmentationMedical Image Analysis | —Unverified | 0 |