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The Role Of AI In Upskilling The Workforce And Identifying Disease


Salvatore Viscomi MD, CEO and cofounder of Carna Health, is an entrepreneur with a passion for digital health.

As the burden of chronic kidney disease (CKD) continues to escalate globally, the increasing demand for specialized care is intensifying the burden of the nephrology workforce shortage. CKD impacts around 850 million people worldwide, and shockingly, nearly 90% of those affected remain unaware of their condition, exacerbating the challenge.

Healthcare systems are struggling to meet the rising need for kidney care due to limited resources and a shortage of nephrologists, creating significant bottlenecks in delivering timely and effective treatment. This shortage not only strains healthcare professionals, but it also contributes to burnout, making it even more difficult to address the increasing demand.

With CKD already contributing to over 1.3 million deaths annually, and projections indicating it will become the fifth leading cause of death by 2040, the urgent need for innovative solutions has never been more clear.

AI’s Role In Early Detection And Disease Management

As healthcare faces increasing challenges, artificial intelligence (AI) is becoming a transformative tool, particularly in the management of CKD. AI can revolutionize CKD care by increasing the chances of identifying an early diagnosis, improving treatment strategies and delivering more accurate results.

Additionally, by leveraging AI, healthcare systems can optimize care efficiency, deliver timely interventions and significantly improve patient outcomes. AI-driven innovations are reshaping healthcare by not only improving CKD diagnoses but also enabling real-time monitoring of disease progression.

Technologies like telemedicine, wearable devices and data-driven platforms are empowering both patients and healthcare providers, extending care beyond traditional settings. These solutions are especially crucial in underserved populations, where they can facilitate efficient decision-making, provide personalized care and enable earlier detection. In such environments, AI-driven tools can help bridge the gaps in care delivery and improve accessibility and outcomes for patients worldwide.

AI And Upskilling The Healthcare Workforce

One of the most critical strategies to address the rising demand for healthcare, particularly in specialties like nephrology, is upskilling of the healthcare workforce. Upskilling refers to enhancing the skills of healthcare professionals to ensure they can effectively utilize new technologies and manage evolving healthcare challenges.

With a severe shortage of nephrologists and the growing prevalence of CKD, upskilling becomes essential. Healthcare systems are facing unprecedented strain, with burnout becoming a significant concern as providers are stretched thin. Upskilling can help alleviate this pressure by empowering a broader range of healthcare workers to take on more responsibilities in managing CKD.

Additionally, AI-driven platforms are playing a crucial role in this process, enabling front-line healthcare workers—such as nurses, pharmacists and primary care doctors—to better diagnose, monitor and manage CKD. These tools allow non-specialists to make more informed decisions and deliver personalized care tailored to individual patient needs.

In regions with high CKD prevalence or limited resources, this approach is necessary, as it narrows the skills gap and allows healthcare providers to offer more effective care despite the shortage of nephrologists. The integration of AI in upskilling not only empowers healthcare professionals but also alleviates the burden on nephrologists.

By educating primary care providers and other specialists to handle routine CKD management, nephrologists can focus on more complex cases, ensuring that patients receive the care they need at every stage of disease.

The Role Of Digital Health In Addressing Inequities

CKD is a global health crisis, impacting 9.1% of the world’s population. In regions like the Philippines, however, the prevalence is significantly higher, reaching 36%, far exceeding the global average. Marginalized communities, including Black, Hispanic and rural populations, are particularly affected due to higher rates of diabetes and hypertension, which are major risk factors for kidney disease.

This burden is compounded by a shortage of nephrologists, as seen in countries like Cameroon, where there are only about 28 nephrologists serving a population of over 27 million. In Brazil, research shows that 60% of individuals starting dialysis were diagnosed in the later stages of CKD.

Digital health tools, especially AI-driven platforms, offer promising solutions to bridge these gaps. By enabling earlier detection and continuous monitoring, these technologies can improve care delivery, especially in underserved or remote areas. They provide an opportunity to democratize CKD care, ensuring timely diagnosis and treatment regardless of geographic or socioeconomic barriers.

The Future Of AI In Healthcare: 2025 And Beyond

As we begin 2025, AI is set to play a key role in the transition to predictive healthcare. By leveraging predictive analytics, AI can not only forecast health outcomes but also prevent chronic conditions like CKD before they advance to more severe stages.

This shift will be transformative, reducing healthcare costs while enhancing patient outcomes through earlier intervention. However, it’s important to note that there are several barriers to AI adoption in healthcare today.

One significant challenge is the integration of AI technologies into existing healthcare workflows. Many healthcare providers face resistance to adopting new tools due to concerns about changing established practices, as well as the need for proper training. Additionally, data privacy and security issues must be addressed to ensure that patient information is protected while utilizing AI solutions.

In my experience, I would advise organizations to take a phased approach to AI integration, starting with pilot programs that allow for a smoother transition and help identify potential challenges early. It’s also essential to invest in upskilling healthcare professionals and ensuring that they feel comfortable using AI-driven tools. Building trust in AI’s ability to support, rather than replace, human expertise will be key.

Beyond the clinical applications of AI, the future of healthcare will depend heavily on cross-industry collaboration. Partnerships between startups, healthcare providers and technology companies will drive the innovation needed to scale AI solutions and address global health crises. These types of collaboration will ensure that AI technologies are effectively integrated into diverse healthcare systems worldwide.

Ultimately, the integration of AI, upskilling of healthcare professionals and utilizing digital health platforms could truly change the way healthcare operates. The future of healthcare is defined by this blend of technology and human expertise, offering new hope for a more efficient and equitable healthcare system.


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