ClinPRISM is a multimodal LLM reasoning framework for question answering over irregular clinical time series.
- ICTS
- LLM
ClinPRISM addresses the limitations of existing multimodal time-series LLMs in modeling sparse clinical evidence. It uses an irregularity-aware multi-scale encoder and a temporal evidence distiller to integrate representations across diverse temporal scales.







