clinical ai

"它旨在审计、重放和分析医疗保健中的 ML 工作流程，使模型行为透明、可重复和可审计。"

"美国食品药品监督管理局（FDA）的监督是为很少变化的设备而建立的。"

"在临床人工智能研究中投入 3000 万美元后，Kintsugi 的首席执行官 Grace Chang 揭示了构建医疗保健人工智能的严峻经济形势，因为 Kintsugi 倒闭。"

"FDA 的审批流程是为发布后基本保持不变的医疗设备设计的。 临床人工智能并非如此运作； 它被构建为可以发展。"

"Our findings demonstrate that static benchmarks inadequately predict safety under social pressure, necessitating multi-turn adversarial testing for clinical AI certification."

"These findings strongly support a human-in-the-loop (HITL) workflow in which the on-premise LLM serves as a collaborative tool, not a full replacement."

"AutoMedic is an automated evaluation framework."

"CARE-RAG is likely a framework using Retrieval-Augmented Generation in a clinical context."