| AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP | Mar 9, 2025 | Anomaly DetectionAnomaly Localization | CodeCode Available | 3 | 5 |
| MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification | Jun 16, 2023 | Diabetic Retinopathy Gradingimage-classification | CodeCode Available | 2 | 5 |
| Improving RetinaNet for CT Lesion Detection with Dense Masks from Weak RECIST Labels | Jun 5, 2019 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 2 | 5 |
| Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting | Sep 20, 2024 | Inductive BiasLesion Detection | CodeCode Available | 2 | 5 |
| Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector | Jul 2, 2018 | Computed Tomography (CT)Lesion Detection | CodeCode Available | 1 | 5 |
| OXnet: Omni-supervised Thoracic Disease Detection from Chest X-rays | Apr 7, 2021 | DiagnosticLesion Detection | CodeCode Available | 1 | 5 |
| Robust and Generalisable Segmentation of Subtle Epilepsy-causing Lesions: a Graph Convolutional Approach | Jun 2, 2023 | Lesion DetectionSemantic Segmentation | CodeCode Available | 1 | 5 |
| A New Dataset and A Baseline Model for Breast Lesion Detection in Ultrasound Videos | Jul 1, 2022 | Lesion ClassificationLesion Detection | CodeCode Available | 1 | 5 |
| FCN-Transformer Feature Fusion for Polyp Segmentation | Aug 17, 2022 | Lesion DetectionMedical Image Segmentation | CodeCode Available | 1 | 5 |
| ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping | Jun 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Lesion Focused Super-Resolution | Oct 15, 2018 | Brain Tumor SegmentationDiagnostic | CodeCode Available | 1 | 5 |
| Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning | Nov 21, 2021 | Contrastive LearningDiversity | CodeCode Available | 1 | 5 |
| Mining Negative Temporal Contexts For False Positive Suppression In Real-Time Ultrasound Lesion Detection | May 29, 2023 | Lesion Detectionobject-detection | CodeCode Available | 1 | 5 |
| Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: clinical insights, pitfalls, and observer agreement analyses | Nov 16, 2023 | Lesion DetectionLesion Segmentation | CodeCode Available | 1 | 5 |
| Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI -Should Different Clinical Objectives Mandate Different Loss Functions? | Oct 25, 2021 | AnatomyDiagnostic | CodeCode Available | 1 | 5 |
| A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge | Mar 28, 2024 | Ischemic Stroke Lesion SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| Skin3D: Detection and Longitudinal Tracking of Pigmented Skin Lesions in 3D Total-Body Textured Meshes | May 2, 2021 | Lesion Detection | CodeCode Available | 1 | 5 |
| DualAttNet: Synergistic Fusion of Image-level and Fine-Grained Disease Attention for Multi-Label Lesion Detection in Chest X-rays | Jun 23, 2023 | Lesion ClassificationLesion Detection | CodeCode Available | 1 | 5 |
| Encoder-Decoder Architectures for Clinically Relevant Coronary Artery Segmentation | Jun 21, 2021 | Coronary Artery SegmentationDecoder | CodeCode Available | 1 | 5 |
| From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance | May 26, 2025 | Lesion Detection | CodeCode Available | 1 | 5 |
| Gravity Network for end-to-end small lesion detection | Sep 22, 2023 | Lesion Detection | CodeCode Available | 1 | 5 |
| Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT | Sep 5, 2020 | Lesion DetectionPartially Labeled Datasets | CodeCode Available | 1 | 5 |
| A Spatial-Temporal Deformable Attention based Framework for Breast Lesion Detection in Videos | Sep 9, 2023 | DecoderLesion Detection | CodeCode Available | 1 | 5 |
| Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images | Dec 2, 2021 | Automatic Liver And Tumor SegmentationComputed Tomography (CT) | CodeCode Available | 1 | 5 |
