Microsoft AI News 10月09日
微软推出AI工具助力乡村医院应对财务挑战
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美国乡村医院面临着严峻的挑战,如人员短缺和财务困境,威胁着其服务社区的能力。据统计,超过700家乡村医院面临关闭风险。为应对这一危机,微软的乡村健康韧性计划通过技术和培训赋能这些机构。该计划现已推出一款名为“拒付理赔导航器”的免费AI工具,该工具由微软合作伙伴和乡村医疗领导者开发,旨在帮助医院更高效地处理被拒的保险理赔,加快收入回款,提高员工效率,并改善财务状况。该工具已在GitHub Models目录中提供,可供所有医疗保健提供者使用。

🏥 乡村医院面临生存危机:美国有超过700家乡村医院因财务困境面临关闭风险,它们是许多偏远社区的唯一医疗服务提供者,其生存对当地居民至关重要。

🚀 微软乡村健康韧性计划赋能:该计划通过提供技术和培训,帮助乡村医院提升韧性和财务可行性,是微软“Elevate”承诺的一部分,旨在普及AI工具和技能。

💡 拒付理赔导航器:一款免费的AI工具,由微软合作伙伴和乡村医疗领导者开发,旨在帮助医院更高效地处理被拒的医疗保险理赔,加快收入回款,提高员工效率,并改善整体财务状况。

📈 显著的财务效益:该工具能减少处理被拒理赔所需的时间和资源,加快现金流,降低行政成本,并帮助农村医院提高18%的理赔批准率,显著优于城市医院的10%。

Rural hospitals provide vital healthcare services to isolated communities across the United States; for many people, they’re literally a lifeline. But these institutions face significant challenges—from workforce shortages to financial hardships—that threaten their ability to continue serving their communities.  

A recent study noted that more than 700 rural hospitals across the United States are currently at risk of closure due to financial hardship.1

In response to this growing crisis, Microsoft’s Rural Health Resilience Program empowers these essential organizations with technology and training to become more resilient and increase financial viability. This initiative is part of our broader Microsoft Elevate commitment, which focuses on providing access to AI tools and skills to create opportunity across various sectors, including healthcare. 

We’re proud to announce that the claims denial navigator is available now in the GitHub Models catalog—a free, AI-powered tool developed by Microsoft Partners and rural health leaders, from our Microsoft’s Rural Health AI Innovation Lab (RHAIL).  

This tool gives hospitals a powerful way to handle denied claims more efficiently—and receive appropriate reimbursement for their services. It is available now in GitHub for any healthcare provider, from small rural clinics to large urban health systems.  

Improving financial results with simpler denied claims resolution  

One of the greatest financial hurdles for hospitals involves denied insurance claims, and for small hospitals, the fallout is particularly severe. While many denied claims are eventually approved, the average cost of managing denied claims for a small hospital is estimated at USD330,000 annually, with the process of resolving them consuming precious time and resources, slowing cash flow and inflating administrative costs. What’s more, statistical analysis shows that rural hospitals have a denial rate of 18%, far higher than the 10% rate for urban hospitals.2 

Today, the availability of the claims denial navigator changes this picture.

What is the claims denial navigator? 

The claims denial navigator streamlines resolution processes for denied Medicare, Medicaid, and commercial insurance claims. It offers recommendations for the most effective actions billing staff can take to resolve denied claims and learns from their actions and feedback to improve its recommendations over time. This free tool is secure (no data leaves the organization) and simple to deploy, making it easy for hospitals to realize significant benefits, including: 

    Faster revenue flow: Less time and effort spent on research and resolution of denied claims.Improved staff proficiency: Expedites onboarding of new billing staff and continued skilling.Better financial outcomes: More claims resolved at a lower cost. 

“Southern Coos Hospital & Health Center recently transitioned [to a new] electronic health record system. As part of this process, we prioritized an accelerated rundown of our legacy system. Our revenue cycle team leveraged the denial management app to support this effort, reducing the legacy rundown timeline by several months. Participation in the RHAIL program also demonstrated the value of developing low-cost, targeted applications in key operational areas like revenue cycle.” 

—Scott McEachern, Chief Information Officer at Southern Coos in Bandon, OR

“After decades of working to improve healthcare access and equity, I’ve seen how systemic financial pressures threaten the survival of rural hospitals. The claims denial navigator represents a critical step forward—an AI-powered tool that empowers rural providers to recover revenue more efficiently, strengthen their financial footing, and continue delivering essential care to their communities,”  

Dr. Jim Weinstein, Senier Vice President Microsoft Health—Innovation and former Director of the Dartmouth Institute and CEO of Dartmouth Health

We are partnering with the Texas Office of Rural Clinics and Hospitals (“TORCH”), who will support their members in deploying and measuring success of the claims denial navigator. The Washington State Hospital Association there is ensuring its members are aware of and have access to the resource and will provide opportunities for members to share experiences with the tool. Slalom, our design and development consulting partner, will also support broad adoption through its Public and Social Impact team. 

Looking ahead 

The claims denial navigator is just the beginning. RHAIL is already working on future collaborations to build resilience, increase financial viability, and provide equitable access to high-quality healthcare for all communities.  

At Microsoft, we understand the importance of rural health in communities across America. Through our Rural Health Resilience program, we’re committed to helping them thrive.

Empower your organization through AI innovation and cybersecurity tools by exploring all of our Rural Health Resilience program’s offerings for rural health organizations.  


1 Pennsylvania Office of Rural Health, 703 Hospitals at Risk of Closure, State by State.

2 Rural Health Strategies to Optimize Utilization Review and Denials Management, February 2025.

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乡村医院 医疗健康 AI工具 微软 拒付理赔导航器 Rural Hospitals Healthcare AI Tool Microsoft Claims Denial Navigator
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