| PL-Net: Progressive Learning Network for Medical Image Segmentation | Oct 27, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Patch vs. Global Image-Based Unsupervised Anomaly Detection in MR Brain Scans of Early Parkinsonian Patients | Oct 25, 2021 | Anomaly DetectionMedical Image Analysis | —Unverified | 0 |
| MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis | Oct 12, 2021 | DecoderMedical Image Analysis | —Unverified | 0 |
| Moment evolution equations and moment matching for stochastic image EPDiff | Oct 7, 2021 | Medical Image Analysis | —Unverified | 0 |
| Transferability Estimation for Semantic Segmentation Task | Sep 30, 2021 | Autonomous Drivingimage-classification | —Unverified | 0 |
| AutoMO-Mixer: An automated multi-objective multi-layer perspecton Mixer model for medical image based diagnosis | Sep 29, 2021 | Bayesian OptimizationMedical Image Analysis | —Unverified | 0 |
| A2B-GAN: Utilizing Unannotated Anomalous Images for Anomaly Detection in Medical Image Analysis | Sep 29, 2021 | Anomaly DetectionImage-to-Image Translation | —Unverified | 0 |
| Self-Supervised Learning for 3D Medical Image Analysis using 3D SimCLR and Monte Carlo Dropout | Sep 29, 2021 | Brain Tumor SegmentationMedical Image Analysis | —Unverified | 0 |
| Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling | Sep 28, 2021 | Medical Image Analysis | —Unverified | 0 |
| Improving Tuberculosis (TB) Prediction using Synthetically Generated Computed Tomography (CT) Images | Sep 23, 2021 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation | Sep 22, 2021 | Medical Image Analysis | —Unverified | 0 |
| 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 |
| Asymmetric 3D Context Fusion for Universal Lesion Detection | Sep 17, 2021 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 0 |
| Transformer-Unet: Raw Image Processing with Unet | Sep 17, 2021 | Decoderimage-classification | —Unverified | 0 |
| SSEGEP: Small SEGment Emphasized Performance evaluation metric for medical image segmentation | Sep 8, 2021 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| 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 |
| Studying the Effects of Self-Attention for Medical Image Analysis | Sep 2, 2021 | Medical Image Analysis | —Unverified | 0 |
| TransforMesh: A Transformer Network for Longitudinal modeling of Anatomical Meshes | Sep 1, 2021 | HippocampusMedical Image Analysis | —Unverified | 0 |
| Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey | Aug 19, 2021 | Deep LearningImage Segmentation | —Unverified | 0 |
| A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework | Aug 18, 2021 | Domain AdaptationMedical Image Analysis | —Unverified | 0 |
| SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation | Aug 13, 2021 | Data AugmentationImage Generation | —Unverified | 0 |
| A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis | Aug 12, 2021 | BenchmarkingMedical Image Analysis | CodeCode Available | 1 |
| Learning to Rearrange Voxels in Binary Segmentation Masks for Smooth Manifold Triangulation | Aug 11, 2021 | GPUImage Generation | CodeCode Available | 0 |