| Methodological Explainability Evaluation of an Interpretable Deep Learning Model for Post-Hepatectomy Liver Failure Prediction Incorporating Counterfactual Explanations and Layerwise Relevance Propagation: A Prospective In Silico Trial | Aug 7, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Counterfactuals and Uncertainty-Based Explainable Paradigm for the Automated Detection and Segmentation of Renal Cysts in Computed Tomography Images: A Multi-Center Study | Aug 7, 2024 | Computed Tomography (CT)counterfactual | —Unverified | 0 |
| Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness | Aug 6, 2024 | counterfactualFairness | CodeCode Available | 0 |
| Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing | Aug 5, 2024 | Causal Inferencecounterfactual | CodeCode Available | 0 |
| Individualized multi-horizon MRI trajectory prediction for Alzheimer's Disease | Aug 4, 2024 | AnatomyAnomaly Detection | CodeCode Available | 0 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Compositional Physical Reasoning of Objects and Events from Videos | Aug 2, 2024 | counterfactualQuestion Answering | —Unverified | 0 |
| Distributional Difference-in-Differences Models with Multiple Time Periods | Aug 2, 2024 | counterfactual | —Unverified | 0 |
| Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder | Aug 2, 2024 | counterfactualimage-classification | CodeCode Available | 1 |
| A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation | Aug 2, 2024 | Brain Tumor Segmentationcounterfactual | CodeCode Available | 0 |
