| Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models | Jan 1, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| A Loopback Network for Explainable Microvascular Invasion Classification | Jan 1, 2023 | Binary ClassificationClassification | —Unverified | 0 |
| Image To Tree with Recursive Prompting | Jan 1, 2023 | Medical Image Analysis | —Unverified | 0 |
| Swin MAE: Masked Autoencoders for Small Datasets | Dec 28, 2022 | Medical Image AnalysisTransfer Learning | CodeCode Available | 1 |
| Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images | Dec 28, 2022 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| MedDeblur: Medical Image Deblurring with Residual Dense Spatial-Asymmetric Attention | Dec 27, 2022 | DeblurringImage Deblurring | CodeCode Available | 1 |
| UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment | Dec 20, 2022 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Unified Framework for Histopathology Image Augmentation and Classification via Generative Models | Dec 20, 2022 | ClassificationData Augmentation | —Unverified | 0 |
| Shape Aware Automatic Region-of-Interest Subdivisions | Dec 17, 2022 | Medical Image Analysis | —Unverified | 0 |
| Bio-Inspired Feature Selection in Brain Disease Detection via an Improved Sparrow Search Algorithm | Dec 9, 2022 | ClassificationComputed Tomography (CT) | —Unverified | 0 |
| 3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors | Dec 8, 2022 | Image RegistrationMedical Image Analysis | —Unverified | 0 |
| A Trustworthy Framework for Medical Image Analysis with Deep Learning | Dec 6, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Brain Tumor Synthetic Data Generation with Adaptive StyleGANs | Dec 4, 2022 | DiversityMedical Image Analysis | CodeCode Available | 0 |
| SimpleMind adds thinking to deep neural networks | Dec 2, 2022 | Common Sense ReasoningDecision Making | CodeCode Available | 0 |
| Investigating certain choices of CNN configurations for brain lesion segmentation | Dec 2, 2022 | Brain Tumor SegmentationLesion Segmentation | —Unverified | 0 |
| Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative | Nov 30, 2022 | Anomaly DetectionMedical Image Analysis | CodeCode Available | 0 |
| A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images | Nov 27, 2022 | Contrastive LearningImage Restoration | CodeCode Available | 0 |
| Open-Source Skull Reconstruction with MONAI | Nov 25, 2022 | C++ codeDeep Learning | CodeCode Available | 3 |
| Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels | Nov 24, 2022 | Federated LearningMedical Diagnosis | CodeCode Available | 0 |
| Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation | Nov 17, 2022 | feature selectionImage Segmentation | —Unverified | 0 |
| Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis | Nov 16, 2022 | DiagnosticGenerative Adversarial Network | —Unverified | 0 |
| Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation | Nov 16, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning Model | Nov 16, 2022 | Image RegistrationMedical Image Analysis | CodeCode Available | 0 |
| Diffusion Models for Medical Image Analysis: A Comprehensive Survey | Nov 14, 2022 | DenoisingMedical Image Analysis | CodeCode Available | 4 |
| Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation | Nov 10, 2022 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
