# Discover × Rudy 交集矩阵

- 生成：2026-10-19 13:09 Asia/Shanghai

- Rudy 短名单：72 篇（EXPORT_rudy_focus.csv）

- Discover 切片：12 个


| Discover 切片 | 总篇数 | ∩Rudy | 交集标题（最多 8） |
|---|---:|---:|---|
| Discover-Abstention-Defer-Triage | 30 | 11 | Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care; AI-Assisted Triage and Decision Support of Head and Neck Cancer Screening and Diagnosis in Low-Resourced Settings; MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning; Greench-v1: distilling SLMs on Greenwashing Detection; A Self-Evolving LLM Agent Framework for Role-Based Norm Compliance in Healthcare; Knowing When to Abstain: Medical LLMs Under Clinical Uncertainty; The Attachment Index: Auditing Attachment Language Cues and Relational Safety Risks in Human-LLM Dialogue; LLM-Based Multi-Agent Systems for Clinical Workflows: A Survey of AI Hospitals |
| Discover-Agentic-Tool-ClinicalWorkflow | 30 | 5 | A Clinical Guideline-Grounded Hybrid Agentic Framework for Holistic Epilepsy Management; DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology; AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems; From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG; MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science |
| Discover-Causal-Decision-Clinical | 30 | 0 | — |
| Discover-Federated-Clinical | 30 | 1 | AI-Assisted Triage and Decision Support of Head and Neck Cancer Screening and Diagnosis in Low-Resourced Settings |
| Discover-Guideline-RAG | 32 | 10 | MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval; TabMedQA: From Structured Data to Question-Answer Datasets in Early Clinical Decision-Making; CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records; Case2Flow: Bridging Patient Cases and Guideline Flowcharts through Multimodal Retrieval; MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow; DermAgent: A Multi-Tool Agentic System for Evidence-Grounded and Traceable Reasoning in Dermatology; MDTeamGPT: Mitigating Context Collapse and Enabling Self-Evolution in Medical Multi-Agent Reasoning; CoVaPh: A Vision-Language Multi-Agent Dialogue System for Tool-Augmented Pharmacogenetic Reasoning and Personalized Guidance |
| Discover-HumanAI-ClinicalUI | 30 | 4 | Beyond the Individual: Virtualizing Multi-Disciplinary Reasoning for Clinical Intake via Collaborative Agents; MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval; ``What's Up, Doc?'': Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets; CAP: A Source-Grounded Proposition Scaffold for Faithful Clinical Dialogue-to-Note Generation |
| Discover-Judge-Eval | 38 | 0 | — |
| Discover-LongContext-EHR | 38 | 2 | MED-COPILOT: A Medical Assistant Powered by GraphRAG and Similar Patient Case Retrieval; CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records |
| Discover-Multimodal-Reasoning-Clinical | 32 | 0 | — |
| Discover-ProcessReward-ClinicalDialogue | 30 | 7 | CoMMa: Contribution-Aware Medical Multi-Agents for Decentralized Oncology Decision Support; AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems; AI-Assisted Triage and Decision Support of Head and Neck Cancer Screening and Diagnosis in Low-Resourced Settings; MIND: Unified Inquiry and Diagnosis RL with Criteria Grounded Clinical Supports for Psychiatric Consultation; CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records; Greench-v1: distilling SLMs on Greenwashing Detection; EmoRes: Toward Adaptive Psychological Support via User-Agnostic Benchmark and Topic-Mining Agent |
| Discover-ScienceAgent-Biomed | 30 | 1 | BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments |
| Discover-Synth-Privacy | 38 | 0 | — |

**合计**：overlap 行 41（同一篇可落在多切片）；唯一标题 32 篇与 Rudy 重叠。

下载：`discover_rudy_overlap.csv`