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| Beyond Segmentation: Confidence-Aware and Debiased Estimation of Ratio-based Biomarkers | May 26, 2025 | Decision MakingPrognosis | —Unverified | 0 |
| An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning | May 26, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| DeCoDe: Defer-and-Complement Decision-Making via Decoupled Concept Bottleneck Models | May 25, 2025 | Decision Making | —Unverified | 0 |
| A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations | May 25, 2025 | Decision Making | —Unverified | 0 |
| OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization | May 25, 2025 | AutoMLDecision Making | CodeCode Available | 0 |
| Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics | May 25, 2025 | Decision MakingFairness | —Unverified | 0 |
| Amplifying Human Creativity and Problem Solving with AI Through Generative Collective Intelligence | May 25, 2025 | Decision Making | —Unverified | 0 |
| Learning to Explain: Prototype-Based Surrogate Models for LLM Classification | May 25, 2025 | Decision MakingSentence | —Unverified | 0 |
| CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis | May 25, 2025 | Decision MakingPrediction | —Unverified | 0 |
