内容来源：https://blog.google/innovation-and-ai/technology/health/google-ai-heart-health-australia/

内容总结：

人工智能助力澳大利亚乡村心脏健康管理，推动医疗资源公平可及

在澳大利亚，尽管拥有世界领先的医疗体系，但居住地仍是影响居民健康结果的关键因素。数据显示，偏远地区居民因心脏病死亡的风险比大都市居民高出60%。为应对这一健康不平等挑战，一项结合前沿人工智能与社区医疗的创新项目正在展开。

该项目由谷歌澳大利亚与多家顶尖健康机构——包括Wesfarmers Health旗下SISU Health、Victor Chang心脏研究所及非营利私人医保机构Latrobe Health Services——共同发起，并获得谷歌“数字未来倡议”100万澳元资金支持。其核心是应用谷歌健康部门研发的“人口健康人工智能”平台。

该AI平台充当先进的分析引擎，能整合并分析临床记录、地理环境、空气质量、花粉浓度乃至新鲜食品可及性等多维度匿名化聚合数据，从而揭示社区层面的隐藏健康风险模式。其目标在于帮助医疗伙伴从“被动治疗”转向“主动风险管理”，为不同邮编区域设计定制化的健康干预方案。

基于AI分析产生的洞察将直接转化为实际行动。项目计划在偏远地区新增超过5万次健康筛查，并结合SISU Health已有的脱敏数据，更精准地定位本地化健康挑战，提出针对性措施。

这项亚太地区首创的合作，旨在打破地域对健康公平的限制。通过将谷歌的人工智能技术与合作伙伴的临床专业知识深度融合，项目致力于让每一位澳大利亚居民，无论身处何地，都能获得更个性化、更前瞻的健康管理服务。

中文翻译：

人工智能如何助力改善澳大利亚乡村地区的心脏健康

澳大利亚拥有全球最先进的医疗体系之一，但居民的健康状况仍与其居住地密切相关。数据显示，偏远地区居民因心脏病死亡的风险比大都市居民高出60%。为此，我们正与澳大利亚顶尖医疗机构合作开展创新项目，通过融合谷歌人工智能技术与实地社区医疗服务，为最需要帮助的人群提供全新支持模式。

携手推进预防性主动护理

我们与西农健康集团及其SISU健康业务部门、维克多·张心脏研究所以及非营利性私人健康保险机构拉筹伯健康服务公司共同启动了这项亚太地区首创计划。谷歌澳大利亚"数字未来倡议"为此投入100万澳元资金，项目将运用谷歌健康部门研发的"人口健康人工智能"系统。这套先进分析引擎能帮助识别社区潜在健康风险，目前正与选定合作伙伴进行概念验证，旨在推动医疗模式从被动治疗转向慢性病风险主动管理。

人工智能描绘健康全景图

健康不仅取决于诊疗服务，更与环境、医疗资源可及性、新鲜食物供应、空气质量等因素息息相关。为全面把握这些复杂因素，PHAI系统整合了谷歌地球人工智能的"人口动态基础模型"，并融合空气质量、花粉分布及区域特征等多维度数据，构建出立体的健康分析网络。

通过分析临床记录与地理因素等经过脱敏聚合的多样化数据集，该模型能在保护个人隐私的前提下揭示社区层面的潜在健康规律，帮助医疗机构突破"一刀切"服务模式，为不同邮政编码区域或城镇量身定制健康干预方案。

精准筛查直达需求前沿

这项技术即将转化为实际行动。在数字未来倡议支持下，SISU健康计划在偏远地区开展超过5万次新型健康筛查。同时，PHAI系统将协助分析其独有的脱敏授权数据库中的健康趋势。在获得用户授权的前提下，结合新增筛查数据，我们将更精准地定位地方健康问题，提出定制化解决方案。

构筑无界健康未来

我们的目标清晰而坚定：让健康服务跨越地域阻隔。通过融合谷歌人工智能技术与合作伙伴的深厚临床经验，我们正致力于让每位澳大利亚人都能获得应有的个性化健康关怀。

英文来源：

How AI is helping improve heart health in rural Australia
Australia is home to one of the world’s best healthcare systems, but where you live within the country is still a primary predictor of your health outcomes. In fact, people living in remote Australian communities are 60% more likely to die from heart disease than those living in metropolitan areas. 1
That’s why we’re partnering with some of Australia's top health organizations on a new program. By combining Google’s AI with on-the-ground community care, we’re helping change how support is delivered to the people who need it most.
A partnership for preventative and proactive care
We’re proud to launch this initiative — a first for the Asia-Pacific region — alongside Wesfarmers Health and its SISU Health business, the Victor Chang Cardiac Research Institute and not-for-profit private health insurer Latrobe Health Services.
Supported by a $1 million AUD investment from Google Australia’s Digital Future Initiative (DFI), this collaboration uses Google for Health’s Population Health AI (PHAI). Currently a proof-of-concept available to select partners, PHAI acts as an advanced analytics engine that helps identify hidden health risks within communities. The goal is to equip our partners with insights that could help them shift from treating problems to proactively managing chronic condition risks.
Seeing the full picture with AI
Health is influenced by more than just doctor visits; it’s shaped by our environment, proximity to care, access to fresh food, the air we breathe, etc. To capture this complexity, PHAI uses Google Earth AI's Population Dynamics Foundation Models (PDFM), alongside other key datasets like air quality, pollen and places insights that help connect the dots.
By analyzing diverse, de-identified and aggregated datasets — ranging from clinical records to geographic factors — the model uncovers hidden patterns at a community level while safeguarding individual privacy. This allows health organizations to move beyond a "one-size-fits-all" approach, tailoring interventions to the specific needs of a postcode or town.
Modeled using aggregated and publicly available data
Bringing screenings to where they’re needed most
This technology will lead to real-world action. Supported by the DFI, SISU Health plans to conduct over 50,000 new health screenings in remote areas.
SISU Health will also use PHAI to analyze trends across its unique dataset of de-identified and consented records. Combining this data with the new screenings — all with user consent — will help us better understand local health challenges and propose tailored interventions.
A future without barriers
Our goal is simple: to promote health wherever people live. By combining Google’s AI capabilities with the deep clinical expertise of our partners, we’re working toward a future where every Australian has access to the personalized care they deserve.