| Uncertainty-Aware Multiple-Instance Learning for Reliable Classification: Application to Optical Coherence Tomography | Feb 6, 2023 | ClassificationMedical Image Analysis | —Unverified | 0 |
| Diffusion Denoising for Low-Dose-CT Model | Jan 27, 2023 | DenoisingMedical Image Analysis | —Unverified | 0 |
| Anatomy-aware and acquisition-agnostic joint registration with SynthMorph | Jan 26, 2023 | Affine Image RegistrationAnatomy | —Unverified | 0 |
| Is Autoencoder Truly Applicable for 3D CT Super-Resolution? | Jan 23, 2023 | Image Super-ResolutionMedical Image Analysis | CodeCode Available | 0 |
| Position Regression for Unsupervised Anomaly Detection | Jan 19, 2023 | Anomaly DetectionImage Reconstruction | CodeCode Available | 0 |
| LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset | Jan 16, 2023 | Medical Image Analysis | —Unverified | 0 |
| Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior | Jan 13, 2023 | Medical Image AnalysisReinforcement Learning (RL) | —Unverified | 0 |
| GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis | Jan 11, 2023 | Contrastive LearningLesion Segmentation | —Unverified | 0 |
| Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset | Jan 6, 2023 | Medical Image Analysis | —Unverified | 0 |
| COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images | Jan 4, 2023 | Medical Image Analysis | —Unverified | 0 |
| On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations | Jan 4, 2023 | Fairnessimage-classification | CodeCode Available | 0 |
| 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 |
| Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images | Dec 28, 2022 | Computed Tomography (CT)Medical Image Analysis | CodeCode Available | 0 |
| Unified Framework for Histopathology Image Augmentation and Classification via Generative Models | Dec 20, 2022 | ClassificationData Augmentation | —Unverified | 0 |
| UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment | Dec 20, 2022 | ClusteringDimensionality Reduction | —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 |
| Investigating certain choices of CNN configurations for brain lesion segmentation | Dec 2, 2022 | Brain Tumor SegmentationLesion Segmentation | —Unverified | 0 |
| SimpleMind adds thinking to deep neural networks | Dec 2, 2022 | Common Sense ReasoningDecision Making | CodeCode Available | 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 |