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Potential Use Cases of GenAI in Healthcare

The healthcare industry is on the brink of a transformative revolution, fueled by the power of artificial intelligence (AI). Among the many branches of AI, generative AI (GenAI) shines as a beacon of hope, offering unprecedented opportunities to:

  • Revolutionize patient care with personalized treatment plans
  • Streamline operations by enhancing efficiency in healthcare processes
  • Foster innovation by creating synthetic medical data for better outcomes

From drug discovery to patient monitoring, GenAI is more than just a tool—it's a solution to some of healthcare's most pressing challenges. Its remarkable capabilities are beyond imagination, providing unprecedented potential to revolutionize the industry.

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GenAI presents a unique opportunity to improve outcomes and transform the approach to medical care. The technological advancements in the healthcare industry provide compelling reasons to integrate GenAI into systems, making patient care more personalized, efficient, and accessible. The fact that 75% of leading healthcare companies are adopting GenAI is a testament to its potential and should inspire optimism about the future of healthcare.

Key-statistics-and-market-potential-of-GenAI

GenAI in action: Real-world innovations driving healthcare forward

GenAI goes beyond traditional AI by opening doors to a new era of personalized medicine, improved efficiency, and accelerated innovation. Here are some examples of how healthcare enterprises around the world are successfully leveraging GenAI in their operations.

  • Personalized medical devices: NuVasive, a renowned medical device company, leverages GenAI with 3D printing technology to manufacture porous titanium spinal implants. These advanced implants have remarkably reduced subsidence rates, dropping to 1.1% compared to the 20% observed with traditional implants.
  • Drug discovery and development: Bayer Pharmaceuticals is at the forefront of exploring GenAI models such as Google Cloud's Vertex AI and Med-PaLM 2 to expedite drug development. By harnessing GenAI's power, Bayer aims to streamline the complex and time-consuming phases of drug discovery and clinical trials.
  • Automated clinical note-taking: HCA Healthcare has developed an innovative application that extracts information from physician-patient conversations to automatically draft clinical notes securely after each patient visit. This frees up valuable time for doctors to focus on patient care and reduces the risk of errors in medical records.
  • Enhanced Electronic Health Records (EHRs): MEDITECH is collaborating with Google's AI technology to empower the search and summarization functionalities within their MEDITECH Expanse platform.

The GenAI advantage for healthcare

GenAI is not just a technological marvel but a practical solution that can improve operational efficiencies, enhance patient experiences, and drive revenue growth, leading to a more effective and financially sustainable healthcare system.

A). Optimizing operating costs

  • Customer self-service: Imagine a future where patients can utilize chatbots powered by GenAI to schedule appointments, answer billing questions, and navigate the complexities of insurance claims. GenAI can significantly reduce the burden on healthcare staff by handling a range of customer service tasks.
  • Internal business communication: GenAI can act as a virtual assistant, generating reports, presentations, and updates based on existing data.
  • Knowledge retrieval and summarization: GenAI can be trained on vast medical knowledge databases, enabling researchers and healthcare providers to retrieve and synthesize information efficiently.
  • Operational efficiencies: EHR data entry is tedious and error-prone. GenAI can analyze patient data and populate charts, reducing the workload on medical staff and minimizing errors.

B). Revenue growth levers

  • New products and experiences: GenAI-powered chatbots can guide patients through treatment options, schedule follow-ups, and offer medication reminders. Moreover, GenAI can educate patients about new products, helping them find the right health products and services tailored to their needs.
  • Enhancements to existing products and experiences: GenAI can generate natural language versions of complex medical information, creating user-friendly patient manuals and support interfaces.
  • Marketing and sales: GenAI can analyze vast amounts of data to identify potential customers, personalize marketing campaigns, and generate targeted content. Additionally, GenAI can help prepare for sales calls by summarizing key patient data and market trends.

Gen AI solutions for billing, coding, fraud, and diagnosis

  • Patient advocacy: Medical bills can be notoriously complex and difficult to understand. GenAI can bridge this gap by summarizing complex billing information in clear, concise language. This not only empowers patients with the information they need to make informed decisions but also promotes transparency and trust in the healthcare system.
  • Medical coding: Accurate medical coding is crucial for proper reimbursement, healthcare quality metrics, and research. GenAI can analyze medical records and suggest the most appropriate codes based on specific diagnoses, procedures, and patient data.
  • Fraud detection: Healthcare fraud is a significant challenge that costs the industry billions of dollars annually. GenAI can aid in fraud detection by identifying suspicious patterns and anomalies in insurance claims data that may indicate fraudulent activity.
  • Disease diagnosis: GenAI can assist healthcare professionals by analyzing patient symptoms, medical history, lab results, and other diagnostic data to recommend potential underlying causes of diseases. This can lead to better treatment plans and improved patient prognoses.

Conclusion

GenAI stands as a testament to the future of healthcare, offering unprecedented opportunities to enhance patient care, streamline operations, and inspire innovation. As the healthcare industry embraces this technology, the promise of a brighter, more efficient, and patient-centric future becomes a reality.

Mastech InfoTrellis has a proven track record of developing next-gen products and solutions, from knowledge graph-based customer data platforms to ML-based entity resolution, BI, CX, and intelligent VAs. Our Data Analytics Accelerators, including the Smart Ingestion Engine, AI-driven Image Analytics, GenAI-based Intelligent Chatbots, and Ontology Bank, help organizations leverage analytics to the fullest. As we continue to push the boundaries of what's possible, Mastech InfoTrellis remains a trusted partner in leveraging cutting-edge technologies to unlock new opportunities and achieve phenomenal growth.

 

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Jacob Samuel

Global Head, Practices and Delivery, Mastech InfoTrellis

A seasoned digital transformation expert, Jacob combines strategic vision, customer-centric focus, and inventive problem-solving skills. He excels in aligning business goals with customer outcomes, leveraging design, service, and systems thinking to drive innovation.