| Precision-medicine-toolbox: An open-source python package for facilitation of quantitative medical imaging and radiomics analysis | Feb 28, 2022 | Medical Image Analysis | CodeCode Available | 1 |
| Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis | Feb 16, 2022 | Computational EfficiencyExplainable artificial intelligence | CodeCode Available | 1 |
| An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation | Jan 27, 2022 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training | Jan 5, 2022 | Contrastive LearningMedical Image Analysis | CodeCode Available | 1 |
| UniMiSS: Universal Medical Self-Supervised Learning via Breaking Dimensionality Barrier | Dec 17, 2021 | Image ClassificationMedical Image Analysis | CodeCode Available | 1 |
| FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis | Dec 2, 2021 | Artifact DetectionBackdoor Attack | CodeCode Available | 1 |
| Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis | Nov 29, 2021 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification | Nov 25, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| TransMorph: Transformer for unsupervised medical image registration | Nov 19, 2021 | Image RegistrationMedical Image Analysis | CodeCode Available | 1 |
| Panoptic Segmentation: A Review | Nov 19, 2021 | Autonomous DrivingCrowd Counting | CodeCode Available | 1 |
| Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images | Sep 20, 2021 | Data AugmentationImage-to-Image Translation | CodeCode Available | 1 |
| Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation | Sep 18, 2021 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical Images | Sep 3, 2021 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks | Sep 3, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis | Aug 12, 2021 | BenchmarkingMedical Image Analysis | CodeCode Available | 1 |
| Meta-repository of screening mammography classifiers | Aug 10, 2021 | Breast Cancer DetectionBreast Tumour Classification | CodeCode Available | 1 |
| TumorCP: A Simple but Effective Object-Level Data Augmentation for Tumor Segmentation | Jul 21, 2021 | Data AugmentationMedical Image Analysis | CodeCode Available | 1 |
| Superpixel-guided Iterative Learning from Noisy Labels for Medical Image Segmentation | Jul 21, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| A Systematic Collection of Medical Image Datasets for Deep Learning | Jun 24, 2021 | Deep LearningMedical Image Analysis | CodeCode Available | 1 |
| Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling | Jun 19, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review | Jun 18, 2021 | Medical Image AnalysisSegmentation | CodeCode Available | 1 |
| CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography | May 31, 2021 | Computed Tomography (CT)Image Super-Resolution | CodeCode Available | 1 |
| Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation | May 12, 2021 | Cardiac SegmentationDecoder | CodeCode Available | 1 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 |
| Structured dataset documentation: a datasheet for CheXpert | May 7, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
