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| Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives | Aug 15, 2022 | Domain AdaptationDomain Generalization | —Unverified | 0 |
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| Expert-Adaptive Medical Image Segmentation | Feb 11, 2024 | Brain SegmentationImage Segmentation | —Unverified | 0 |
| Denoising Diffusion Medical Models | Apr 19, 2023 | Data AugmentationDenoising | —Unverified | 0 |
| Improving Medical Visual Representations via Radiology Report Generation | Oct 30, 2023 | Contrastive LearningDecoder | —Unverified | 0 |
| Deep Learning for Medical Image Analysis | Aug 17, 2017 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Dense Deformation Network for High Resolution Tissue Cleared Image Registration | Jun 13, 2019 | Deep LearningImage Registration | —Unverified | 0 |
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| Deep Learning for Computational Cytology: A Survey | Feb 10, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Deep Learning for Chest X-ray Analysis: A Survey | Mar 15, 2021 | Deep LearningDomain Adaptation | —Unverified | 0 |
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| Deep Learning for Automated Medical Image Analysis | Mar 12, 2019 | AnatomyDeep Learning | —Unverified | 0 |
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| AutoML Systems For Medical Imaging | Jun 7, 2023 | AutoMLDiagnostic | —Unverified | 0 |
| Blood Vessel Geometry Synthesis using Generative Adversarial Networks | Apr 12, 2018 | AnatomyAttribute | —Unverified | 0 |
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| Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation | Sep 17, 2022 | Medical Image AnalysisSegmentation | —Unverified | 0 |
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| Diffusion-Based Approaches in Medical Image Generation and Analysis | Dec 22, 2024 | Image GenerationMedical Image Analysis | —Unverified | 0 |
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| Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations | Apr 11, 2025 | Federated LearningMedical Image Analysis | —Unverified | 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 |
| Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey | Nov 3, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Automatic tracking of vessel-like structures from a single starting point | Jun 8, 2017 | Medical Image Analysis | —Unverified | 0 |
| 3D CNN-based classification using sMRI and MD-DTI images for Alzheimer disease studies | Jan 18, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Deep Learning Based Cardiac MRI Segmentation: Do We Need Experts? | Jul 23, 2021 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Automatic segmentation of prostate zones | Jun 19, 2018 | AnatomyMedical Image Analysis | —Unverified | 0 |
| Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications | Oct 7, 2020 | Data AugmentationImage-to-Image Translation | —Unverified | 0 |
| Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review | Jul 24, 2023 | Data AugmentationImage Augmentation | —Unverified | 0 |
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| An advanced data fabric architecture leveraging homomorphic encryption and federated learning | Feb 15, 2024 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| Distractor-Aware Neuron Intrinsic Learning for Generic 2D Medical Image Classifications | Jul 20, 2020 | Cancer ClassificationClassification | —Unverified | 0 |
| Estimating MRI Image Quality via Image Reconstruction Uncertainty | Jun 21, 2021 | Image Quality AssessmentImage Reconstruction | —Unverified | 0 |
| Distributed-memory large deformation diffeomorphic 3D image registration | Aug 11, 2016 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis | Oct 31, 2023 | DescriptiveMedical Image Analysis | —Unverified | 0 |
| Deep Learning applications for COVID-19 | Jan 11, 2021 | Deep LearningEpidemiology | —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 |
| Does anatomical contextual information improve 3D U-Net based brain tumor segmentation? | Oct 26, 2020 | AnatomyBrain Tumor Segmentation | —Unverified | 0 |
| Brain Stroke Classification Using Wavelet Transform and MLP Neural Networks on DWI MRI Images | Jun 18, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| Domain Adaptation for Medical Image Analysis: A Survey | Feb 18, 2021 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
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| Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy | Nov 23, 2023 | Interactive SegmentationMedical Image Analysis | —Unverified | 0 |
| DomainATM: Domain Adaptation Toolbox for Medical Data Analysis | Sep 24, 2022 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| Deep image mining for diabetic retinopathy screening | Oct 22, 2016 | Medical Image Analysis | —Unverified | 0 |