Global EditionArtificial IntelligenceHarman the latest to launch LLM for healthcareThe Samsung subsidiary's large language model, known as HealthGPT, uses generative AI to help providers advance patient care, medical research and decision-making.By Andrea FoxOctober 17, 202310:55 AM

全球编辑人工智能设备最新推出用于医疗保健的LLM三星子公司的大型语言模型，称为HealthGPT，使用生成AI帮助提供者推进患者护理，医学研究和决策。作者：Andrea FoxOctober 17202310:55 AM

Photo: skynesher/Getty Images

照片：skynesher/Getty图片

Harman announced this week that it has developed a private large language model trained on a variety of healthcare data sets.

哈曼本周宣布，它开发了一种针对各种医疗保健数据集进行培训的私人大型语言模式。

WHY IT MATTERS

为什么重要

The Samsung Electronics subsidiary's advanced deployment techniques using quantization to reduce model size and processing costs by up to one-tenth, according to Harman.

据Harman称，三星电子子公司采用量化技术将模型尺寸和处理成本降低了十分之一。

The artificial intelligence model uses natural language processing to help healthcare organizations extract insights from their data, including clinical trial data. The company says HealthGPT offers:

人工智能模型使用自然语言处理来帮助医疗机构从他们的数据中提取见解，包括临床试验数据。该公司表示HealthGPT提供：

Real-time, context-aware clinical insights.

实时，情境感知的临床见解。

An automated framework for fine-tuning and validating the LLM and outputs.

用于微调和验证LLM和输出的自动化框架。

Customized datasets to further fine-tune the model for enhanced performance.

定制数据集以进一步微调模型以提高性能。

The India-based company says it tested the model for accuracy and hallucinations using its LLM testing framework and then results were validated by healthcare subject matter experts.

该印度公司表示，它使用其LLM测试框架测试了该模型的准确性和幻觉性，然后结果由医疗保健主题专家验证。

THE LARGER TREND

更大的趋势

Samsung gained access to 8,000 software designers and engineers working on cloud-based consumer and enterprise experiences when it purchased Harman International Industries in 2016.

三星在2016年购买Harman International Industries后，可以访问8000名从事基于云的消费者和企业体验的软件设计师和工程师。

Today Harman, known for automotives and electronics, supports a number of industries with digital transformation platforms. Harman DTS provides Internet of Things management, a remote care platform, software, analytics and more to providers, payers, medical device manufacturers and others.

今天，以自动动力和电子设备而闻名的Harman支持多个拥有数字转换平台的行业。Harman DTS为提供商，付款人，医疗设备制造商和其他人提供物联网管理，远程护理平台，软件，分析等。

With supercomputing, healthcare organizations have also developed their own LLMs leveraging generative AI.

通过超级计算，医疗保健组织还利用生成AI开发了自己的LLM。

In August, the National University Health System in Singapore said it developed its own healthcare GPT to enhance clinicians' productivity. NUHS RUSSELL-GPT summarizes patient case notes, writes referral letters for doctors and allows NUHS staff to ask questions related to medical conditions and clinical practice guidelines..

8月份，新加坡国立大学卫生系统表示，它开发了自己的医疗保健GPT，以提高临床医生的生产力。NUHS RUSSELL-GPT总结了患者病例笔记，为医生写了推荐信，并允许NUHS工作人员提出与医疗条件和临床实践指南相关的问题。。

ON THE RECORD

记录在案

'The business value of generative AI cannot be overstated. Organizations that scale and implement swiftly will see significant competitive advantages, productivity gains and more – but only if they can unlock their data and move from general purpose applications to more specialized, domain-specific applications,' said Nick Parrota, chief digital and information officer for Harman and president of digital transformation solutions, in a statement. .

'生成AI的商业价值不能被夸大。快速扩展和实施的组织将看到显着的竞争优势，生产力提高和更多-但前提是他们能够解锁数据并从通用应用程序转向更专业化的领域特定应用程序，“首席数字和信息官员Nick Parrota说Harman和数字转型解决方案总裁在一份声明中。 .

Andrea Fox is senior editor of Healthcare IT News.

Andrea Fox是Healthcare IT News的高级编辑。

Email: afox@himss.orgHealthcare IT News is a HIMSS Media publication.

电子邮件：afox@himss.orgHealthcareIT新闻是HIMSS媒体出版物。

Topics: Analytics, Artificial Intelligence, Decision Support

主题：分析，人工智能，决策支持

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Harman announced this week that it has developed a private large language model trained on a variety of healthcare data sets.

哈曼本周宣布，它开发了一种针对各种医疗保健数据集进行培训的私人大型语言模式。

WHY IT MATTERS

为什么重要

The Samsung Electronics subsidiary's advanced deployment techniques using quantization to reduce model size and processing costs by up to one-tenth, according to Harman.

据Harman称，三星电子子公司采用量化技术将模型尺寸和处理成本降低了十分之一。

The artificial intelligence model uses natural language processing to help healthcare organizations extract insights from their data, including clinical trial data. The company says HealthGPT offers:

人工智能模型使用自然语言处理来帮助医疗机构从他们的数据中提取见解，包括临床试验数据。该公司表示HealthGPT提供：

Real-time, context-aware clinical insights.

实时，情境感知的临床见解。

An automated framework for fine-tuning and validating the LLM and outputs.

用于微调和验证LLM和输出的自动化框架。

Customized datasets to further fine-tune the model for enhanced performance.

定制数据集以进一步微调模型以提高性能。

The India-based company says it tested the model for accuracy and hallucinations using its LLM testing framework and then results were validated by healthcare subject matter experts.

该印度公司表示，它使用其LLM测试框架测试了该模型的准确性和幻觉性，然后结果由医疗保健主题专家验证。

THE LARGER TREND

更大的趋势

Samsung gained access to 8,000 software designers and engineers working on cloud-based consumer and enterprise experiences when it purchased Harman International Industries in 2016.

三星在2016年购买Harman International Industries后，可以访问8000名从事基于云的消费者和企业体验的软件设计师和工程师。

Today Harman, known for automotives and electronics, supports a number of industries with digital transformation platforms. Harman DTS provides Internet of Things management, a remote care platform, software, analytics and more to providers, payers, medical device manufacturers and others.

今天，以自动动力和电子设备而闻名的Harman支持多个拥有数字转换平台的行业。Harman DTS为提供商，付款人，医疗设备制造商和其他人提供物联网管理，远程护理平台，软件，分析等。

With supercomputing, healthcare organizations have also developed their own LLMs leveraging generative AI.

通过超级计算，医疗保健组织还利用生成AI开发了自己的LLM。

In August, the National University Health System in Singapore said it developed its own healthcare GPT to enhance clinicians' productivity. NUHS RUSSELL-GPT summarizes patient case notes, writes referral letters for doctors and allows NUHS staff to ask questions related to medical conditions and clinical practice guidelines..

8月份，新加坡国立大学卫生系统表示，它开发了自己的医疗保健GPT，以提高临床医生的生产力。NUHS RUSSELL-GPT总结了患者病例笔记，为医生写了推荐信，并允许NUHS工作人员提出与医疗条件和临床实践指南相关的问题。。

ON THE RECORD

记录在案

'The business value of generative AI cannot be overstated. Organizations that scale and implement swiftly will see significant competitive advantages, productivity gains and more – but only if they can unlock their data and move from general purpose applications to more specialized, domain-specific applications,' said Nick Parrota, chief digital and information officer for Harman and president of digital transformation solutions, in a statement. .

'生成AI的商业价值不能被夸大。快速扩展和实施的组织将看到显着的竞争优势，生产力提高和更多-但前提是他们能够解锁数据并从通用应用程序转向更专业化的领域特定应用程序，“首席数字和信息官员Nick Parrota说Harman和数字转型解决方案总裁在一份声明中。 .

Andrea Fox is senior editor of Healthcare IT News.

Andrea Fox是Healthcare IT News的高级编辑。

Email: afox@himss.orgHealthcare IT News is a HIMSS Media publication.

电子邮件：afox@himss.orgHealthcareIT新闻是HIMSS媒体出版物。