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诺华的下一代临床平台助力人工智能药物研发.pdf

上传人: 明**** 编号:1012993 2025-12-21 42页 1.13MB

1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.S P S 3 1 4Novartiss Next-Gen Data Platform Enables AI Drug DevelopmentAnna KlebusGlobal Head Data,Digital and IT,Drug Development,Novartis Pharma AGKaustubh PatilSe

2、nior Manager,Healthcare&Life Sciences,AWS Professional ServicesApoorva JoshiSenior Delivery Consultant,Project Technical Lead,AWS Professional Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agenda1.Novartis Data&AI Modernization Story2.Novartis NextGen Data Platform 3.Ho

3、w to Get Started&Modernize your Data&AI Journey3 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.1.Novartis Data&AI Modernization Story 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.10-15 years

4、to develop a new medicineSource:IPFMA_REPORT-2025Average cost to develop a new medicine$2.6B26%The average time from clinical trial start to patient enrolment close increased by 26%from 2019 to 2023 For every 100 phase I trial starts only 10 has probability of market entryChances of success for comp

5、ounds inpreclinical research12 months fasterOperations(Clinical)Improved processes and ways of working,translating to 1-2 years acceleration for select drug candidatesAI Enabled(Composite)Leverage AI and technology to accelerate drug development cycle time by 6 months77 2025,Amazon Web Services,Inc.

6、or its affiliates.All rights reserved.A new and AI based transformation is emergingWhile drug development is complex,lengthy&resource-intensive there is opportunity for AI to solve for these uncertainties and help shorten trial timelines by 6 monthsDescribe and predict complex behaviours of patient

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根据《Novartis's Next-Gen Data Platform》内容,以下是全文关键点: 1. **Novartis 数据与AI现代化**:Novartis致力于通过AI和数据分析加速药物研发,平均研发新药时间缩短26%,成本降低60%。 2. **NextGen数据平台**:该平台基于云和数据网格设计,提供高效的数据管理和分析能力,支持AI应用和数字孪生。 3. **AI在药物研发中的应用**:AI用于预测患者行为、优化试验设计、自动化文档生成等,加速药物研发周期。 4. **数据管理框架**:平台提供数据目录、数据质量、数据访问控制等功能,确保数据可靠性和合规性。 5. **数据平台成果**:首个采用者实现7项自动化,16个数据管道,数据查询速度提升71.8%。 6. **数据与AI旅程**:强调文化、数据和技术的重要性,以及选择合适的合作伙伴和实施策略。 7. **AWS专业服务**:提供数据与AI解决方案,包括数据治理、MLOps实施、数据平台现代化等。
"AI加速新药研发?揭秘Novartis平台!" Novartis如何引领AI变革?" Novartis数据平台全解析!"
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