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| Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? | Jul 23, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey | Nov 3, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 | 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 | 0 |
| Deep Learning for Automated Medical Image Analysis | Mar 12, 2019 | AnatomyDeep Learning | —Unverified | 0 | 0 |
| Deep Learning for Chest X-ray Analysis: A Survey | Mar 15, 2021 | Deep LearningDomain Adaptation | —Unverified | 0 | 0 |
| Deep Learning for Computational Cytology: A Survey | Feb 10, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Deep Learning for Medical Image Analysis | Aug 17, 2017 | Anomaly DetectionDeep Learning | —Unverified | 0 | 0 |
| Expert-Adaptive Medical Image Segmentation | Feb 11, 2024 | Brain SegmentationImage Segmentation | —Unverified | 0 | 0 |
| Deep Learning for Rheumatoid Arthritis: Joint Detection and Damage Scoring in X-rays | Apr 28, 2021 | Medical Image Analysisregression | —Unverified | 0 | 0 |
| Deep Learning in Image Classification: Evaluating VGG19's Performance on Complex Visual Data | Dec 29, 2024 | Classificationimage-classification | —Unverified | 0 | 0 |
| Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset | Jan 6, 2023 | Medical Image Analysis | —Unverified | 0 | 0 |
| Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation | Jun 23, 2020 | Autonomous VehiclesFew-Shot Learning | —Unverified | 0 | 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 | 0 |
| Deep learning with noisy labels: exploring techniques and remedies in medical image analysis | Dec 5, 2019 | Deep LearningLearning with noisy labels | —Unverified | 0 | 0 |
| DeepLOC: Deep Learning-based Bone Pathology Localization and Classification in Wrist X-ray Images | Aug 24, 2023 | ClassificationMedical Image Analysis | —Unverified | 0 | 0 |
| Deeply Explainable Artificial Neural Network | May 10, 2025 | Deep LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Deep Medial Voxels: Learned Medial Axis Approximations for Anatomical Shape Modeling | Mar 18, 2024 | Medical Image Analysis | —Unverified | 0 | 0 |
| Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing | May 11, 2020 | Domain AdaptationMedical Image Analysis | —Unverified | 0 | 0 |
| Deep Neural Ensemble for Retinal Vessel Segmentation in Fundus Images towards Achieving Label-free Angiography | Sep 19, 2016 | DiversityMedical Image Analysis | —Unverified | 0 | 0 |
| Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Jun 15, 2022 | Instance SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation | Jun 22, 2015 | Automated Pancreas SegmentationComputed Tomography (CT) | —Unverified | 0 | 0 |
| Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net | Apr 19, 2019 | Medical Image AnalysisPancreas Segmentation | —Unverified | 0 | 0 |
| Deep reinforcement learning in medical imaging: A literature review | Mar 5, 2021 | Deep Reinforcement LearningLesion Detection | —Unverified | 0 | 0 |
| Deep Semantic Segmentation of Natural and Medical Images: A Review | Oct 16, 2019 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives | Aug 15, 2022 | Domain AdaptationDomain Generalization | —Unverified | 0 | 0 |
| Deformable Gabor Feature Networks for Biomedical Image Classification | Dec 7, 2020 | ClassificationDeep Learning | —Unverified | 0 | 0 |
| NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration | Aug 7, 2021 | Image RegistrationMedical Image Analysis | —Unverified | 0 | 0 |
| Denoising Diffusion Medical Models | Apr 19, 2023 | Data AugmentationDenoising | —Unverified | 0 | 0 |
| Dense Deformation Network for High Resolution Tissue Cleared Image Registration | Jun 13, 2019 | Deep LearningImage Registration | —Unverified | 0 | 0 |
| DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation | Jul 13, 2023 | Image SegmentationMedical Image Analysis | —Unverified | 0 | 0 |
| Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound | Mar 22, 2024 | Medical Image Analysis | —Unverified | 0 | 0 |
| Detection and Classification of Glioblastoma Brain Tumor | Apr 18, 2023 | ClassificationComputational Efficiency | —Unverified | 0 | 0 |
| Detection of curved lines with B-COSFIRE filters: A case study on crack delineation | Jul 24, 2017 | Medical Image Analysis | —Unverified | 0 | 0 |
| Development of ICA and IVA Algorithms with Application to Medical Image Analysis | Jan 25, 2018 | Medical Image Analysis | —Unverified | 0 | 0 |
| Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation | Sep 17, 2022 | Medical Image AnalysisSegmentation | —Unverified | 0 | 0 |
| Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks | Apr 5, 2024 | Image RegistrationMedical Image Analysis | —Unverified | 0 | 0 |
| Diffusion-Based Approaches in Medical Image Generation and Analysis | Dec 22, 2024 | Image GenerationMedical Image Analysis | —Unverified | 0 | 0 |
| Diffusion Denoising for Low-Dose-CT Model | Jan 27, 2023 | DenoisingMedical Image Analysis | —Unverified | 0 | 0 |
| DINO-CXR: A self supervised method based on vision transformer for chest X-ray classification | Aug 1, 2023 | COVID-19 DiagnosisImage Classification | —Unverified | 0 | 0 |
| DISBELIEVE: Distance Between Client Models is Very Essential for Effective Local Model Poisoning Attacks | Aug 14, 2023 | Federated LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications | Oct 7, 2020 | Data AugmentationImage-to-Image Translation | —Unverified | 0 | 0 |
| Dispensed Transformer Network for Unsupervised Domain Adaptation | Oct 28, 2021 | Domain AdaptationGPU | —Unverified | 0 | 0 |
| Distill-to-Label: Weakly Supervised Instance Labeling Using Knowledge Distillation | Jul 26, 2019 | Breast Cancer DetectionInstance Segmentation | —Unverified | 0 | 0 |
| Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications | Jul 20, 2020 | Cancer ClassificationClassification | —Unverified | 0 | 0 |
| Distributed Federated Learning-Based Deep Learning Model for Privacy MRI Brain Tumor Detection | Apr 15, 2024 | DiagnosticFederated Learning | —Unverified | 0 | 0 |
| Distributed-memory large deformation diffeomorphic 3D image registration | Aug 11, 2016 | Image RegistrationMedical Image Analysis | —Unverified | 0 | 0 |
| Does anatomical contextual information improve 3D U-Net based brain tumor segmentation? | Oct 26, 2020 | AnatomyBrain Tumor Segmentation | —Unverified | 0 | 0 |
| Domain Adaptation for Medical Image Analysis: A Survey | Feb 18, 2021 | Domain AdaptationMedical Image Analysis | —Unverified | 0 | 0 |
| Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound | Apr 20, 2018 | Domain AdaptationLeft Atrium Segmentation | —Unverified | 0 | 0 |