| Deep Residual Network based Automatic Image Grading for Diabetic Macular Edema | Jul 1, 2018 | Fovea Detectionimage-classification | CodeCode Available | 0 | 5 |
| Beyond Knowledge Silos: Task Fingerprinting for Democratization of Medical Imaging AI | Dec 11, 2024 | Medical Image AnalysisMulti-Task Learning | CodeCode Available | 0 | 5 |
| Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation | Jul 30, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 0 | 5 |
| Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images | Aug 22, 2018 | Computational EfficiencyGeneral Classification | CodeCode Available | 0 | 5 |
| Representation Disentanglement for Multi-task Learning with application to Fetal Ultrasound | Aug 21, 2019 | AnatomyDisentanglement | CodeCode Available | 0 | 5 |
| Image Segmentation: Inducing graph-based learning | Jan 7, 2025 | Autonomous DrivingImage Segmentation | CodeCode Available | 0 | 5 |
| CTARR: A fast and robust method for identifying anatomical regions on CT images via atlas registration | Oct 3, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models | Feb 21, 2025 | Decision MakingKnowledge Distillation | CodeCode Available | 0 | 5 |
| Image Augmentation Using a Task Guided Generative Adversarial Network for Age Estimation on Brain MRI | Aug 3, 2021 | Age EstimationGenerative Adversarial Network | CodeCode Available | 0 | 5 |
| Denoising of MR images with Rician noise using a wider neural network and noise range division | Jun 17, 2019 | Deep LearningDenoising | CodeCode Available | 0 | 5 |
| Improved Vessel Segmentation with Symmetric Rotation-Equivariant U-Net | Jan 24, 2025 | Medical Image AnalysisSegmentation | CodeCode Available | 0 | 5 |
| Towards Segment Anything Model (SAM) for Medical Image Segmentation: A Survey | May 5, 2023 | BenchmarkingImage Generation | CodeCode Available | 0 | 5 |
| How good are variational autoencoders at transfer learning? | Apr 21, 2023 | Medical Image AnalysisMusic Generation | CodeCode Available | 0 | 5 |
| Deployment of Image Analysis Algorithms under Prevalence Shifts | Mar 22, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation | Sep 8, 2022 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions | Jul 24, 2021 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images | Nov 27, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 0 | 5 |
| IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels | Oct 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 0 | 5 |
| Cross-dimensional transfer learning in medical image segmentation with deep learning | Jul 29, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| AirLab: Autograd Image Registration Laboratory | Jun 26, 2018 | CPUGPU | CodeCode Available | 0 | 5 |
| Devil is in Details: Locality-Aware 3D Abdominal CT Volume Generation for Self-Supervised Organ Segmentation | Sep 30, 2024 | Image GenerationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning Model | Nov 16, 2022 | Image RegistrationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Cross-D Conv: Cross-Dimensional Transferable Knowledge Base via Fourier Shifting Operation | Nov 2, 2024 | Computational EfficiencyMedical Image Analysis | CodeCode Available | 0 | 5 |
| CROCODILE: Causality aids RObustness via COntrastive DIsentangled LEarning | Aug 9, 2024 | Contrastive LearningDeep Learning | CodeCode Available | 0 | 5 |
| How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound | Oct 5, 2023 | Data AugmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
