Synapsis AI engine aids clinical reasoning
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Dyania Health released Synapsis AI, a clinical reasoning engine that analyzes patient records to identify high-risk patients and their needs by connecting findings over time. The system, built on NVIDIA NeMo, TensorRT, and TensorRT-LLM, operates within hospital firewalls to ensure data stays on-site. It has supported over 7800 aortic valve replacement patients at Cleveland Clinic for long-term studies. Dyania Health builds and trains its models using NVIDIA NeMo, optimizing them with TensorRT and TensorRT-LLM for faster, more efficient processing on hospital GPUs, ensuring patient data never leaves the facility.
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- NVIDIA NewsroomDyania Health 如何用 Synapsis AI 辅助医护团队提升患者护理效率
Dyania Health的Synapsis AI通过分析患者全部病历记录，连接多年间隔的发现以回答临床问题，帮助医护团队识别需要关注的患者及原因；该系统基于NVIDIA NeMo、TensorRT和TensorRT-LLM构建，在医疗机构内部运行以保护数据安全，已在克利夫兰诊所支持超过7800名主动脉瓣置换患者的长期随访研究。
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