| Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis | Mar 4, 2021 | Contrastive LearningMedical Image Analysis | —Unverified | 0 |
| Learning With Context Feedback Loop for Robust Medical Image Segmentation | Mar 4, 2021 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models | Feb 23, 2021 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Domain Adaptation for Medical Image Analysis: A Survey | Feb 18, 2021 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentation | Feb 17, 2021 | Deep LearningEnsemble Learning | CodeCode Available | 0 |
| Multi-Texture GAN: Exploring the Multi-Scale Texture Translation for Brain MR Images | Feb 14, 2021 | AnatomyDiffusion MRI | —Unverified | 0 |
| Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review | Feb 5, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images | Feb 4, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Medical Datasets Collections for Artificial Intelligence-based Medical Image Analysis | Feb 2, 2021 | Medical Image Analysis | —Unverified | 0 |
| Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary | Jan 18, 2021 | Federated LearningLesion Classification | —Unverified | 0 |
| Task-driven Self-supervised Bi-channel Networks for Diagnosis of Breast Cancers with Mammography | Jan 15, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| Deep Learning applications for COVID-19 | Jan 11, 2021 | Deep LearningEpidemiology | —Unverified | 0 |
| Generalize Ultrasound Image Segmentation via Instant and Plug & Play Style Transfer | Jan 11, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Efficiently Troubleshooting Image Segmentation Models with Human-In-The-Loop | Jan 1, 2021 | Autonomous DrivingImage Segmentation | —Unverified | 0 |
| Stabilized Medical Attacks | Jan 1, 2021 | Adversarial AttackMedical Diagnosis | —Unverified | 0 |
| A Feasibility study for Deep learning based automated brain tumor segmentation using Magnetic Resonance Images | Dec 22, 2020 | Brain Tumor SegmentationEdge Detection | —Unverified | 0 |
| Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation | Dec 16, 2020 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT Slices | Dec 16, 2020 | 2D Object DetectionComputed Tomography (CT) | CodeCode Available | 0 |
| Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods | Dec 12, 2020 | Lesion SegmentationMedical Image Analysis | —Unverified | 0 |
| Privacy-preserving medical image analysis | Dec 10, 2020 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| Deformable Gabor Feature Networks for Biomedical Image Classification | Dec 7, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Contour Transformer Network for One-shot Segmentation of Anatomical Structures | Dec 2, 2020 | AnatomyMedical Image Analysis | CodeCode Available | 0 |
| Privacy Preserving for Medical Image Analysis via Non-Linear Deformation Proxy | Nov 25, 2020 | Brain SegmentationMedical Image Analysis | —Unverified | 0 |
| Weakly- and Semi-Supervised Probabilistic Segmentation and Quantification of Ultrasound Needle-Reverberation Artifacts to Allow Better AI Understanding of Tissue Beneath Needles | Nov 24, 2020 | AnatomyMedical Image Analysis | —Unverified | 0 |
| A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification | Nov 17, 2020 | General Classificationimage-classification | —Unverified | 0 |