| Out-of-Distribution Detection for Long-tailed and Fine-grained Skin Lesion Images | Jun 30, 2022 | Lesion ClassificationMulti-class Classification | CodeCode Available | 0 | 5 |
| IMPORTANT-Net: Integrated MRI Multi-Parameter Reinforcement Fusion Generator with Attention Network for Synthesizing Absent Data | Feb 3, 2023 | Lesion ClassificationLesion Detection | CodeCode Available | 0 | 5 |
| Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network Ensemble | Mar 9, 2017 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions | Mar 6, 2017 | General ClassificationLesion Classification | CodeCode Available | 0 | 5 |
| GS-TransUNet: Integrated 2D Gaussian Splatting and Transformer UNet for Accurate Skin Lesion Analysis | Feb 23, 2025 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Semi-Supervised Federated Peer Learning for Skin Lesion Classification | Mar 5, 2021 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| Skin Lesion Classification Using Ensembles of Multi-Resolution EfficientNets with Meta Data | Oct 9, 2019 | General ClassificationLesion Classification | CodeCode Available | 0 | 5 |
| Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approach | Jan 3, 2021 | Lesion ClassificationSkin Lesion Classification | CodeCode Available | 0 | 5 |
| Empirical Validation of Conformal Prediction for Trustworthy Skin Lesions Classification | Dec 12, 2023 | Conformal PredictionDecision Making | —Unverified | 0 | 0 |
| EfficientNet for Brain-Lesion classification | Aug 9, 2022 | ClassificationLesion Classification | —Unverified | 0 | 0 |
| Causality matters in medical imaging | Dec 17, 2019 | BIG-bench Machine LearningImage Segmentation | —Unverified | 0 | 0 |
| Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation | Jul 6, 2023 | Binary ClassificationDiagnostic | —Unverified | 0 | 0 |
| Domain Adaptive Skin Lesion Classification via Conformal Ensemble of Vision Transformers | May 21, 2025 | Conformal PredictionDomain Adaptation | —Unverified | 0 | 0 |
| Domain Adaptation for Deviating Acquisition Protocols in CNN-based Lesion Classification on Diffusion-Weighted MR Images | Jul 17, 2018 | Cancer ClassificationDomain Adaptation | —Unverified | 0 | 0 |
| Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models | Apr 27, 2020 | counterfactualCounterfactual Reasoning | —Unverified | 0 | 0 |
| CADICA: a new dataset for coronary artery disease detection by using invasive coronary angiography | Feb 1, 2024 | ClassificationDiagnostic | —Unverified | 0 | 0 |
| Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement | Feb 29, 2024 | Lesion ClassificationTransfer Learning | —Unverified | 0 | 0 |
| A Deep Multi-task Learning Approach to Skin Lesion Classification | Dec 9, 2018 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Difficulty-aware Meta-learning for Rare Disease Diagnosis | Jun 30, 2019 | General ClassificationLesion Classification | —Unverified | 0 | 0 |
| Diagnosis of Skin Cancer Using VGG16 and VGG19 Based Transfer Learning Models | Apr 1, 2024 | Classificationimage-classification | —Unverified | 0 | 0 |
| Breast Ultrasound Computer-Aided Diagnosis Using Structure-Aware Triplet Path Networks | Aug 9, 2019 | General ClassificationImage Reconstruction | —Unverified | 0 | 0 |
| Detecting Dataset Bias in Medical AI: A Generalized and Modality-Agnostic Auditing Framework | Mar 13, 2025 | AttributeLesion Classification | —Unverified | 0 | 0 |
| Dermoscopic Image Classification with Neural Style Transfer | May 17, 2021 | Classificationimage-classification | —Unverified | 0 | 0 |
| A Vision-Language Model for Focal Liver Lesion Classification | May 6, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Deep Task-Based Beamforming and Channel Data Augmentations for Enhanced Ultrasound Imaging | Feb 1, 2025 | Lesion Classification | —Unverified | 0 | 0 |