| CE-Net: Context Encoder Network for 2D Medical Image Segmentation | Mar 7, 2019 | Cell SegmentationDecoder | CodeCode Available | 0 | 5 |
| Survey on Adversarial Attack and Defense for Medical Image Analysis: Methods and Challenges | Mar 24, 2023 | Adversarial AttackMedical Diagnosis | CodeCode Available | 0 | 5 |
| Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis | Mar 20, 2022 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive Networks | Sep 25, 2022 | Medical Image Analysisobject-detection | CodeCode Available | 0 | 5 |
| Cats or CAT scans: transfer learning from natural or medical image source datasets? | Oct 12, 2018 | DiversityMedical Image Analysis | CodeCode Available | 0 | 5 |
| Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention | Dec 24, 2024 | Deformable Medical Image RegistrationImage Registration | CodeCode Available | 0 | 5 |
| An Unsupervised Learning Model for Deformable Medical Image Registration | Feb 7, 2018 | Deformable Medical Image RegistrationImage Registration | CodeCode Available | 0 | 5 |
| LACFormer: Toward accurate and efficient polyp segmentation | Nov 23, 2023 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Learning from imperfect training data using a robust loss function: application to brain image segmentation | Aug 8, 2022 | Brain Image SegmentationEEG | CodeCode Available | 0 | 5 |
| Capsule Vision 2024 Challenge: Multi-Class Abnormality Classification for Video Capsule Endoscopy | Aug 9, 2024 | BenchmarkingMedical Image Analysis | CodeCode Available | 0 | 5 |
| Capsule Networks against Medical Imaging Data Challenges | Jul 19, 2018 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| An overview of deep learning in medical imaging focusing on MRI | Nov 25, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Knowledge Transfer for Melanoma Screening with Deep Learning | Mar 22, 2017 | Deep Learningimage-classification | CodeCode Available | 0 | 5 |
| Kvasir-SEG: A Segmented Polyp Dataset | Nov 16, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| Cancer Metastasis Detection With Neural Conditional Random Field | Jun 19, 2018 | Cancer Metastasis DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| Iterative Learning for Joint Image Denoising and Motion Artifact Correction of 3D Brain MRI | Mar 13, 2024 | AnatomyDenoising | CodeCode Available | 0 | 5 |
| Is Texture Predictive for Age and Sex in Brain MRI? | Jul 25, 2019 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis | Dec 18, 2018 | BIG-bench Machine LearningMedical Image Analysis | CodeCode Available | 0 | 5 |
| Kvasir-VQA: A Text-Image Pair GI Tract Dataset | Sep 2, 2024 | Image CaptioningImage Generation | CodeCode Available | 0 | 5 |
| Intuitive Axial Augmentation Using Polar-Sine-Based Piecewise Distortion for Medical Slice-Wise Segmentation | Dec 4, 2024 | Medical Image Analysis | CodeCode Available | 0 | 5 |
| Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration | Sep 10, 2018 | Anatomical Landmark DetectionImage Registration | CodeCode Available | 0 | 5 |
| Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals | Mar 1, 2023 | ClassificationClinical Knowledge | CodeCode Available | 0 | 5 |
| Breast Cancer Detection Using Convolutional Neural Networks | Mar 17, 2020 | Anomaly DetectionBreast Cancer Detection | CodeCode Available | 0 | 5 |
| Brain Tumor Synthetic Data Generation with Adaptive StyleGANs | Dec 4, 2022 | DiversityMedical Image Analysis | CodeCode Available | 0 | 5 |
| Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks | May 19, 2020 | Adversarial RobustnessGeneral Classification | CodeCode Available | 0 | 5 |
