| BlazeNeo: Blazing fast polyp segmentation and neoplasm detection | Feb 28, 2022 | Computational EfficiencyMedical Image Analysis | CodeCode Available | 0 |
| 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 |
| Texture Characterization of Histopathologic Images Using Ecological Diversity Measures and Discrete Wavelet Transform | Feb 27, 2022 | DiversityMedical Image Analysis | —Unverified | 0 |
| Diffeomorphic Image Registration with Neural Velocity Field | Feb 25, 2022 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Transformers in Medical Image Analysis: A Review | Feb 24, 2022 | Image GenerationMedical Image Analysis | —Unverified | 0 |
| Augmentation based unsupervised domain adaptation | Feb 23, 2022 | Anomaly DetectionDomain Adaptation | —Unverified | 0 |
| Multi-Objective Dual Simplex-Mesh Based Deformable Image Registration for 3D Medical Images -- Proof of Concept | Feb 22, 2022 | GPUImage Registration | —Unverified | 0 |
| An overview of deep learning in medical imaging | Feb 17, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing | Feb 17, 2022 | Dynamic ReconstructionInstance Segmentation | —Unverified | 0 |
| Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications | Feb 17, 2022 | Medical Image Analysis | —Unverified | 0 |
| Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis | Feb 16, 2022 | Computational EfficiencyExplainable artificial intelligence | CodeCode Available | 1 |
| Deep Learning for Computational Cytology: A Survey | Feb 10, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment | Feb 7, 2022 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| Mapping DNN Embedding Manifolds for Network Generalization Prediction | Feb 3, 2022 | Medical Image AnalysisPrediction | —Unverified | 0 |
| A training-free recursive multiresolution framework for diffeomorphic deformable image registration | Feb 1, 2022 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis | Jan 28, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| An Active Contour Model Using Matched Filter and Hessian Matrix for Retinal Vessels Segmentation | Jan 27, 2022 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Class-Aware Adversarial Transformers for Medical Image Segmentation | Jan 26, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Virtual Adversarial Training for Semi-supervised Breast Mass Classification | Jan 25, 2022 | ClassificationMedical Image Analysis | —Unverified | 0 |
| Modality Bank: Learn multi-modality images across data centers without sharing medical data | Jan 22, 2022 | AllMedical Image Analysis | —Unverified | 0 |
| The Security of Deep Learning Defences for Medical Imaging | Jan 21, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| SoftDropConnect (SDC) -- Effective and Efficient Quantification of the Network Uncertainty in Deep MR Image Analysis | Jan 20, 2022 | Bayesian InferenceClassification | CodeCode Available | 0 |
| MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images | Jan 10, 2022 | Data AugmentationManagement | —Unverified | 0 |
| Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training | Jan 5, 2022 | Contrastive LearningMedical Image Analysis | CodeCode Available | 1 |
| Transfer Learning for Retinal Vascular Disease Detection: A Pilot Study with Diabetic Retinopathy and Retinopathy of Prematurity | Jan 4, 2022 | Medical Image AnalysisTransfer Learning | —Unverified | 0 |