AR
Design armored CAR-T cells with cytokine payloads and resistance mechanisms.
FreedomIntelligence/OpenClaw-Medical-Skills查看
数据与复现
CL
clinical-nlp-extractor
维护者 FreedomIntelligence · 最近更新 2026年4月1日
Extract clinical entities (diagnoses, medications, procedures) from unstructured text.
原始来源
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/clinical-nlp-extractor
- 维护者
- FreedomIntelligence
- 许可
- MIT
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- Clinical NLP Skill converts free-text clinical notes into structured data. It identifies key medical entities like problems/diagnoses，medications，、 procedures。
- When analyzing unstructured EHR notes。
- To populate patient's problem list 或 medication reconciliation。
- To de-identify text (phi-removal) - Basic version。
- When analyzing unstructured EHR notes. To populate patient's problem list 或 medication reconciliation. To de-identify text (phi-removal) - Basic version*。
原始文档
SKILL.md 摘录
Core Capabilities
- NER (Named Entity Recognition): Extracts Problems, Drugs, Procedures.
- Negation Detection: (Basic) Checks if a finding is denied ("No fever").
- Structuring: Returns JSON format compatible with FHIR/USDL.
Workflow
- Input: A string of clinical text or a text file.
- Process: Tokenizes and matches against patterns/dictionaries.
- Output: JSON list of entities with spans and types.
Example Usage
User: "Extract entities from this note."
Agent Action:
适用场景
- Use clinical-nlp-extractor ，用于 clinical，translational，或 medical research tasks。
- Apply clinical-nlp-extractor when healthcare-specific guidance is required。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
相关技能
相关技能
AR
数据与复现
arxiv-search
Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic sea…
FreedomIntelligence/OpenClaw-Medical-Skills查看
AU
Autonomous oncology research agent: literature mining, trial matching, biomarker analysis, and treatment hypothesis gene…
FreedomIntelligence/OpenClaw-Medical-Skills查看
BI
Preprocesses cell-free DNA sequencing data including adapter trimming, alignment optimized for short fragments, and UMI-…
FreedomIntelligence/OpenClaw-Medical-Skills查看