DrHouse: An LLM-empowered Diagnostic Reasoning System through Harnessing Outcomes from Sensor Data and Expert Knowledge.
Bufang YangSiyang JiangLilin XuKaiwei LiuHai LiGuoliang XingHongkai ChenXiaofan JiangZhenyu YanPublished in: CoRR (2024)
Keyphrases
- expert knowledge
- sensor data
- diagnostic reasoning
- bayesian networks
- medical diagnosis
- expert systems
- sensor networks
- reasoning systems
- model based diagnosis
- domain knowledge
- sensor readings
- fuzzy logic
- influence diagrams
- diagnostic problem solving
- raw sensor data
- multiple sensors
- health monitoring
- domain experts
- prior knowledge
- data streams
- knowledge base
- belief networks
- smart environments
- sensor measurements
- probabilistic inference
- human activities
- sensor data streams
- data mining
- graphical models
- medical images
- probabilistic model
- artificial intelligence