Daipayan Mukherjee’s Post

Canada’s health sector is on the brink of an AI revolution! With the emergence of solutions like CHARTWatch and Medly, AI is set to significantly improve patient outcomes. Yet, with great power comes great responsibility - it's crucial to consider ethical AI development. Learn about EY’s Responsible AI Framework and how Canadian organizations can navigate this new terrain successfully. Tap into the article for a deep dive into this pivotal moment for AI in healthcare. #EYCanada #BetterWorkingWorld #HealthcareInnovation #AI #GenerativeAI Zaki Hakim Daipayan Mukherjee Shannon MacDonald, FCPA, FCA, MHSc, ICD.D Steven Maynard Lauren Monardo Preethi Raghunathan Yvonne Zhu Cathy Cobey, FCPA, FCA

What health care organizations do to seize the potential of generative AI could unleash possibilities that transform the sector. Read more here. https://ow.ly/8oLc30sBnwB #EYCanada #Consulting #projectmanagement #Transformation

This article from FORTUNE discusses the potential of AI to transform healthcare systems while addressing concerns about its implementation. Here's a summary of the key points: ** AI's Promise in Healthcare ** AI offers solutions to alleviate pressures on struggling healthcare infrastructures by: - Automating administrative tasks - Assisting with clinical decisions - Reducing wait times - Interpreting scans These applications could allow physicians to spend more time with patients while maintaining high standards of care. ** Challenges and Risks ** The article highlights several issues that have hindered AI adoption in healthcare: - Margin for error in popular AI tools, particularly large language models (LLMs) - Inconsistencies in AI-generated recommendations due to training on unfiltered internet data -- Lack of robust regulatory frameworks, especially in the U.S. - Concerns about data quality and accountability ** Rebuilding Trust in Healthcare AI ** To address these challenges and rebuild trust, the article suggests: - Increasing transparency in AI development and testing - Training AI tools exclusively on robust healthcare data - Implementing strong regulatory frameworks - Adhering to high standards of data integrity and patient safety The author emphasizes the need for AI in healthcare to be "more boring" - transparent, thoroughly tested, and grounded in science rather than presented as a magical solution. ** Potential Benefits ** If implemented correctly, AI has the potential to: - Enhance human capabilities in healthcare - Reduce errors and improve decision-making - Promote a more proactive, preventive model of care - Transform healthcare to be more efficient, effective, and patient-centered The article concludes that addressing the trust gap in AI is crucial to unlocking its potential to revolutionize healthcare systems. https://lnkd.in/ecbeCdG2 #healthcare #healthcareinnovation #healthcareit #healthcareai #ai #genai #generativeai #llm #ml #bigdata #healthcaredata #PatientEngagement #PatientCare #PatientOutcomes #AccessToCare

Artificial Intelligence (AI) is transforming the healthcare industry, providing revolutionary solutions that enhance efficiency and patient care. However, this rapid change also brings up questions and concerns. Deloitte's latest article explores the balance between innovation and trust in AI, highlighting its transformative potential in the industry. https://lnkd.in/ek4UzDXc #ArtificialIntelligence #Healthcare #Innovation #Trust #PatientCare #Deloitte

🚨 Why "Disruptive" AI Won’t Work in Healthcare 🚨 The word "disruption" often grabs headlines, promising radical transformations. But in healthcare, where patient safety, complex regulations, and trust reign supreme, we don’t need disruption. 👀 Instead, our focus should be on strategic transformation—a deliberate, patient-centered approach to integrating AI into this intricate puzzle of systems, workflows, and people. 📊 In our latest article, we introduce a scatterplot matrix to map the complexity and potential disruption of AI technologies in healthcare. This visualization allows organizations to evaluate and prioritize AI integration based on real-world constraints and opportunities. https://lnkd.in/e3Erh8Ef #HealthcareAI #HealthcareInnovation #AIStrategy #DisruptiveTech #StrategicInnovation

Even with AI, healthcare must be in ‘the humanity business’ Many healthcare leaders expect AI to offer new opportunities in patient care and streamlining operations. But even ardent supporters of AI also acknowledge that the development of new AI tools must be managed carefully, even cautiously. https://dell.to/3MRhXPm via chiefhealthcareexecutive #TransformHIT

When a revolutionary technology like AI emerges, it often undergoes a period of calibration to balance its potential against its actual performance. The Gartner Hype Cycle is particularly relevant to AI in healthcare, illustrating this journey from inflated expectations to practical applications. In our latest HIT Perspectives article, we delve into AI's current standing and its evolving impact on healthcare. https://hubs.li/Q02Bl-5m0 #ArtificialIntelligence #EmergingHealthTech

Dear LinkedIn, The impact of Artificial Intelligence in your lives is real. With advanced AI models being released almost daily, AI transformation is fast approaching and therefore, to be better prepared as a community, CellStrat is conducting a Webinar on the "Unveiling of the Landscape of AI in Healthcare". In this webinar, you'll learn: - The current state of AI in healthcare and its potential to revolutionize diagnosis, treatment, and patient care. - Cutting-edge AI applications are being used in various healthcare specialities. - The impact of AI on improving healthcare efficiency and accessibility. - Challenges and ethical considerations surrounding AI in healthcare. This webinar is perfect for: - Healthcare professionals - Medical researchers - Tech enthusiasts interested in healthcare innovation - Anyone curious about the future of AI in medicine Speaker: Dolcy Dhar, Data Scientist (Healthcare AI Lead) About CellStrat: Delivering enterprise generative AI solutions Register now to save your spot! https://lnkd.in/gRRYUff2 Don't miss out on this opportunity to learn about the exciting ways AI is revolutionizing healthcare! Vivek Singhal Vishal Singhhal Rachita C Indrajit S. #AI #healthcare #webinar #futureofmedicine #machinelearning #artificialintelligence #genai #llms #medicine #medicalllms

Excellent résumé about key elements of adopting AI, but nothing about regulation and respect of practice landscape, roles and responsibilities of HCP. This area is crucial.

A #human-centered approach is essential when designing and implementing AI systems in healthcare. Here's a SWOT analysis covering the #integration of #AI into our health systems.