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AI in Healthcare: AI Strategies, Challenges and Innovations with James F Jordan
Manage episode 395352356 series 2922369
The impact of large language models, also known as Gen AI, can be seen in every industry. In the healthcare sector, Generative AI Technologies is gaining momentum and becoming a key priority. Generative AI can revolutionize the healthcare industry by automating medical coding, improving medical claims processing.
Generative AI can also assist healthcare payors and insurers, providing valuable call report summarization and performance analytics.
AI-enhanced imaging can further elevate the accuracy of medical diagnoses. Generative AI has the potential to refine, reconstruct, or synthesize medical imagery, including X-rays, MRIs, or CT scans. This provides clinicians with more detailed and accurate visual data, which supports better-informed diagnoses and treatment plans.
The healthcare industry stands on the brink of a transformative era, with the integration of advanced technologies reshaping its landscape. Today, we will talk about the dynamics of incorporating artificial intelligence (AI) and machine learning (ML) models into healthcare systems. We explore the challenges and breakthroughs in developing go-to-market strategies, healthcare IT integration, and the profound impact of AI in operational systems.
This podcast delves into the contrasting requirements of medical record interoperability among different healthcare facilities and the rigorous cybersecurity standards. Additionally, we explore how the healthcare industry is being transformed by AI, with closed-loop systems that are FDA-approved at the forefront.
Episode # 124
Today’s Guest: James F. Jordan, Distinguished Service Professor of Health Care and Biotechnology at Carnegie Mellon University’s Heinz College, the President of StraTactic- Website: JFJordan
- Linkedin: JamesJordan
What Listeners Will Learn:
In today’s podcast, you’ll gain insights into several key areas:
- The Role of AI and LLMs in Decision Support: How AI shapes healthcare decision-making processes, including precision medicine.
- Cybersecurity in Healthcare: Addressing the high stakes of protecting medical records in an increasingly digital landscape.
- Interoperability vs. Cybersecurity: Balancing the need for shared medical records with the imperative of data protection.
- Regulatory Challenges: Navigating the speed of technological advancement versus the pace of regulatory approval.
- Startups in Healthcare: Analysis of the current state and future prospects for startups in the healthcare industry.
- JFJordan
- Healthcare Data Center
- JamesFJordan - Carnegie Mellon University’s Heinz College
137 episodes
AI in Healthcare: AI Strategies, Challenges and Innovations with James F Jordan
OPEN Tech Talks: Technology worth Talking| Emerging Tech |Tools & Tips
Manage episode 395352356 series 2922369
The impact of large language models, also known as Gen AI, can be seen in every industry. In the healthcare sector, Generative AI Technologies is gaining momentum and becoming a key priority. Generative AI can revolutionize the healthcare industry by automating medical coding, improving medical claims processing.
Generative AI can also assist healthcare payors and insurers, providing valuable call report summarization and performance analytics.
AI-enhanced imaging can further elevate the accuracy of medical diagnoses. Generative AI has the potential to refine, reconstruct, or synthesize medical imagery, including X-rays, MRIs, or CT scans. This provides clinicians with more detailed and accurate visual data, which supports better-informed diagnoses and treatment plans.
The healthcare industry stands on the brink of a transformative era, with the integration of advanced technologies reshaping its landscape. Today, we will talk about the dynamics of incorporating artificial intelligence (AI) and machine learning (ML) models into healthcare systems. We explore the challenges and breakthroughs in developing go-to-market strategies, healthcare IT integration, and the profound impact of AI in operational systems.
This podcast delves into the contrasting requirements of medical record interoperability among different healthcare facilities and the rigorous cybersecurity standards. Additionally, we explore how the healthcare industry is being transformed by AI, with closed-loop systems that are FDA-approved at the forefront.
Episode # 124
Today’s Guest: James F. Jordan, Distinguished Service Professor of Health Care and Biotechnology at Carnegie Mellon University’s Heinz College, the President of StraTactic- Website: JFJordan
- Linkedin: JamesJordan
What Listeners Will Learn:
In today’s podcast, you’ll gain insights into several key areas:
- The Role of AI and LLMs in Decision Support: How AI shapes healthcare decision-making processes, including precision medicine.
- Cybersecurity in Healthcare: Addressing the high stakes of protecting medical records in an increasingly digital landscape.
- Interoperability vs. Cybersecurity: Balancing the need for shared medical records with the imperative of data protection.
- Regulatory Challenges: Navigating the speed of technological advancement versus the pace of regulatory approval.
- Startups in Healthcare: Analysis of the current state and future prospects for startups in the healthcare industry.
- JFJordan
- Healthcare Data Center
- JamesFJordan - Carnegie Mellon University’s Heinz College
137 episodes
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