利用 Databricks 构建医疗保健预测中的高级 LLM 时间序列模型.pdf

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1、Harnessing Databricks for Advanced LLM Time-Series Models in Healthcare ForecastingIQVIA Healthcare Time-series Foundation ModelXinchen WangYanping LiuYunlong WangTong WuFan ZhangYong Cai2025Forward-looking StatementThis presentation has been prepared for informational purposes only.The information

2、set forth herein does not purport to be complete or contain all relevant information.Statements contained herein are made as of the date of this presentation unless stated otherwise.This presentation and the accompanying oral commentary may contain forward-looking statements.In some cases,forward-lo

3、oking statements can be identified by terms such as“may”,“will”,“should”,“expects”,“plans”,“anticipates”,“could”,“intends”,“projects”,“believes”,“estimates”,“predicts”,or“continue”,or the negative of these words or other similar terms or expressions that concern Databricks expectations,strategy,plan

4、s,or intentions.Forward-looking statements are based on information available at the time those statements are made and are inherently subject to risks and uncertainties that could cause actual results to differ materially from those expressed in or suggested by the forward-looking statements.Forwar

5、d-looking statements should not be read as a guarantee of future performance or outcomes.Except as required by law,Databricks does not undertake any obligation to publicly update or revise any forward-looking statement,whether as a result of new information,future developments or otherwise.3The Team

6、 Yunlong Wang,Ph.D.,MBA,AI Scientist DirectorYong Cai,Ph.D.Sr Director,Data Science&Advanced AnalyticsXinchen Wang,Ph.D.,Senior AI scientist Yanping Liu,M.Sc.In CSAI Scientist DirectorTong Wu,Ph.D,AI Scientist Assoc.AI Scientist DirectorFan Zhang,M.Sc.In CSAssoc.AI Scientist DirectorIQTimeNet:IQVIAs