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Google > 实例探究 > Google Cloud Collaborates with Mayo Clinic to Transform Healthcare with Generative AI

Google Cloud Collaborates with Mayo Clinic to Transform Healthcare with Generative AI

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公司规模
Large Corporate
地区
  • America
国家
  • United States
产品
  • Enterprise Search in Generative AI App Builder
  • Vertex AI
技术栈
  • Generative AI
  • AI
  • Machine Learning
实施规模
  • Enterprise-wide Deployment
影响指标
  • Productivity Improvements
  • Customer Satisfaction
  • Digital Expertise
技术
  • 分析与建模 - Generative AI
  • 应用基础设施与中间件 - API 集成与管理
适用行业
  • 医疗保健和医院
适用功能
  • 商业运营
用例
  • 远程病人监护
服务
  • 云规划/设计/实施服务
  • 数据科学服务
  • 系统集成
关于客户
Mayo Clinic is a renowned healthcare organization known for its commitment to providing high-quality patient care and advancing medical research. As a leader in the healthcare industry, Mayo Clinic is dedicated to leveraging cutting-edge technology to enhance clinical workflows and improve patient outcomes. With a focus on innovation, Mayo Clinic collaborates with technology partners like Google Cloud to explore new ways to integrate advanced technologies into healthcare settings. The organization is an early adopter of Google Cloud's Enterprise Search in Generative AI App Builder, demonstrating its commitment to digital transformation and improving the efficiency of healthcare delivery. Mayo Clinic's collaboration with Google Cloud aims to harness the power of generative AI to streamline administrative processes, optimize workforce productivity, and enable more personalized patient interactions.
挑战
Healthcare professionals face challenges in accessing and utilizing vast amounts of data stored in various formats and locations. This data includes medical records, research papers, and clinical guidelines, which are essential for making informed decisions about patient care. The difficulty in finding relevant information quickly can hinder clinical workflows and impact patient outcomes. Additionally, the need for HIPAA compliance adds another layer of complexity to managing and accessing healthcare data. The challenge is to unify this dispersed data and make it easily searchable and accessible to clinicians and researchers, thereby improving efficiency and patient care.
解决方案
Google Cloud is collaborating with Mayo Clinic to implement its Enterprise Search in Generative AI App Builder, which unifies data across various sources, making it easier for healthcare professionals to search, analyze, and identify relevant information. This solution leverages generative AI to transform how data is accessed and utilized in clinical settings. By integrating Google Cloud's generative AI tools, Mayo Clinic aims to optimize workforce productivity, streamline administrative processes, and automate repetitive tasks, allowing healthcare providers to focus on higher-value patient interactions. The solution also ensures HIPAA compliance, providing secure data storage and access controls to protect patient information. Google Cloud's approach to data governance and privacy policies ensures that Mayo Clinic retains control over its data, with tools to tune large language models and review model responses for bias or unvalidated content.
运营影响
  • Mayo Clinic can now access unified data across dispersed documents, databases, and intranets, improving the efficiency of clinical workflows.
  • Healthcare professionals can find relevant information more quickly, enhancing their ability to make informed decisions about patient care.
  • The integration of generative AI tools allows Mayo Clinic to automate repetitive tasks, freeing up time for healthcare providers to focus on patient interactions.
  • Google Cloud's solution supports HIPAA compliance, ensuring secure data storage and access controls to protect patient information.
  • Mayo Clinic's collaboration with Google Cloud enhances its digital transformation efforts, leveraging advanced technologies to improve healthcare delivery.

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