| Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI | Jun 24, 2025 | AnatomyInductive Bias | —Unverified | 0 |
| MAMBO: High-Resolution Generative Approach for Mammography Images | Jun 10, 2025 | Anomaly DetectionImage Generation | —Unverified | 0 |
| ConfLUNet: Multiple sclerosis lesion instance segmentation in presence of confluent lesions | May 28, 2025 | Instance SegmentationLesion Detection | —Unverified | 0 |
| From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance | May 26, 2025 | Lesion Detection | CodeCode Available | 1 |
| A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking | May 25, 2025 | Binary ClassificationDiagnostic | —Unverified | 0 |
| MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images | May 24, 2025 | Diversityimage-classification | —Unverified | 0 |
| Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning | May 21, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 |
| A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis | May 18, 2025 | AnatomyComputational Efficiency | —Unverified | 0 |
| SCOPE-MRI: Bankart Lesion Detection as a Case Study in Data Curation and Deep Learning for Challenging Diagnoses | Apr 29, 2025 | DiagnosticLesion Detection | CodeCode Available | 0 |
| MediAug: Exploring Visual Augmentation in Medical Imaging | Apr 26, 2025 | Brain Tumor ClassificationData Augmentation | CodeCode Available | 0 |
| Class Imbalance Correction for Improved Universal Lesion Detection and Tagging in CT | Apr 8, 2025 | Lesion DetectionTAG | —Unverified | 0 |
| U2AD: Uncertainty-based Unsupervised Anomaly Detection Framework for Detecting T2 Hyperintensity in MRI Spinal Cord | Mar 17, 2025 | Anomaly DetectionLesion Detection | CodeCode Available | 0 |
| AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP | Mar 9, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 3 |
| The iToBoS dataset: skin region images extracted from 3D total body photographs for lesion detection | Jan 30, 2025 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| WaveNet-SF: A Hybrid Network for Retinal Disease Detection Based on Wavelet Transform in the Spatial-Frequency Domain | Jan 21, 2025 | Lesion Detection | —Unverified | 0 |
| Improved joint modelling of breast cancer radiomics features and hazard by image registration aided longitudinal CT data | Jan 12, 2025 | Image RegistrationLesion Detection | —Unverified | 0 |
| MedGrad E-CLIP: Enhancing Trust and Transparency in AI-Driven Skin Lesion Diagnosis | Jan 12, 2025 | DiagnosticLesion Detection | —Unverified | 0 |
| RadHop-Net: A Lightweight Radiomics-to-Error Regression for False Positive Reduction In MRI Prostate Cancer Detection | Jan 3, 2025 | DiagnosticLesion Detection | —Unverified | 0 |
| QSM-RimDS: A detection and segmentation tool for paramagnetic rim lesions in multiple sclerosis | Dec 13, 2024 | Lesion DetectionSegmentation | —Unverified | 0 |
| Revisiting Lesion Tracking in 3D Total Body Photography | Dec 10, 2024 | Lesion Detection | —Unverified | 0 |
| Assessing the performance of CT image denoisers using Laguerre-Gauss Channelized Hotelling Observer for lesion detection | Dec 4, 2024 | Deep LearningDenoising | —Unverified | 0 |
| SegBook: A Simple Baseline and Cookbook for Volumetric Medical Image Segmentation | Nov 21, 2024 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| LiwTERM: A Lightweight Transformer-Based Model for Dermatological Multimodal Lesion Detection | Oct 18, 2024 | imbalanced classificationLesion Classification | CodeCode Available | 0 |
| ICPR 2024 Competition on Multiple Sclerosis Lesion Segmentation -- Methods and Results | Oct 10, 2024 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Semi-Supervised Bone Marrow Lesion Detection from Knee MRI Segmentation Using Mask Inpainting Models | Sep 27, 2024 | Anomaly DetectionKnowledge Distillation | —Unverified | 0 |
