| Generating 3D Brain Tumor Regions in MRI using Vector-Quantization Generative Adversarial Networks | Oct 2, 2023 | Brain Tumor ClassificationBrain Tumor Segmentation | —Unverified | 0 |
| A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis | Apr 25, 2020 | Anomaly DetectionDiagnostic | —Unverified | 0 |
| A Systematic Review of Generalization Research in Medical Image Classification | Mar 18, 2024 | ArticlesClassification | —Unverified | 0 |
| Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer | Jan 11, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Generative Adversarial Networks for Data Augmentation | Jun 3, 2023 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Continual Domain Incremental Learning for Privacy-aware Digital Pathology | Sep 10, 2024 | Continual LearningIncremental Learning | —Unverified | 0 |
| Globally-Aware Multiple Instance Classifier for Breast Cancer Screening | Jun 7, 2019 | General ClassificationMedical Image Analysis | —Unverified | 0 |
| Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation | Nov 23, 2019 | Medical Image AnalysisOrgan Segmentation | —Unverified | 0 |
| Context Aware 3D UNet for Brain Tumor Segmentation | Oct 25, 2020 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| Globally Optimal Surface Segmentation using Deep Learning with Learnable Smoothness Priors | Jul 2, 2020 | Medical Image AnalysisObject | —Unverified | 0 |
| Diffeomorphic Image Registration with Neural Velocity Field | Feb 25, 2022 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions | Feb 15, 2019 | AnatomyBIG-bench Machine Learning | —Unverified | 0 |
| Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis | Mar 4, 2021 | Contrastive LearningMedical Image Analysis | —Unverified | 0 |
| GPT4MIA: Utilizing Generative Pre-trained Transformer (GPT-3) as A Plug-and-Play Transductive Model for Medical Image Analysis | Feb 17, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Improved Unet model for brain tumor image segmentation based on ASPP-coordinate attention mechanism | Sep 13, 2024 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction | Nov 21, 2024 | Domain AdaptationGRAPH DOMAIN ADAPTATION | —Unverified | 0 |
| GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis | Jan 11, 2023 | Contrastive LearningLesion Segmentation | —Unverified | 0 |
| GroupMixer: Patch-based Group Convolutional Neural Network for Breast Cancer Detection from Histopathological Images | Nov 16, 2023 | Breast Cancer DetectionMedical Image Analysis | —Unverified | 0 |
| Generalized Organ Segmentation by Imitating One-shot Reasoning using Anatomical Correlation | Mar 30, 2021 | Medical Image AnalysisOne-Shot Segmentation | —Unverified | 0 |
| Guided Conditional Diffusion Classifier (ConDiff) for Enhanced Prediction of Infection in Diabetic Foot Ulcers | May 1, 2024 | DenoisingDiagnostic | —Unverified | 0 |
| Generalization of Deep Convolutional Neural Networks -- A Case-study on Open-source Chest Radiographs | Jul 11, 2020 | Medical Image Analysis | —Unverified | 0 |
| Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis | Sep 21, 2022 | Domain AdaptationMedical Diagnosis | —Unverified | 0 |
| A Framework for Interpretability in Machine Learning for Medical Imaging | Oct 2, 2023 | Medical Image Analysis | —Unverified | 0 |
| HAISTA-NET: Human Assisted Instance Segmentation Through Attention | May 4, 2023 | Instance SegmentationMedical Image Analysis | —Unverified | 0 |
| 3D Skin Segmentation Methods in Medical Imaging: A Comparison | Jun 13, 2025 | Medical Image AnalysisSegmentation | —Unverified | 0 |