Do's and Don'ts of AI Research with Dr. Rizwan Qureshi

Do's and Don'ts of AI Research with Dr. Rizwan Qureshi

Released Tuesday, 25th March 2025
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Do's and Don'ts of AI Research with Dr. Rizwan Qureshi

Do's and Don'ts of AI Research with Dr. Rizwan Qureshi

Do's and Don'ts of AI Research with Dr. Rizwan Qureshi

Do's and Don'ts of AI Research with Dr. Rizwan Qureshi

Tuesday, 25th March 2025
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Join host Shayan Mashatian for an insightful conversation with Dr. Rizwan Qureshi, a researcher at the University of Central Florida, as they dive into the evolving world of AI in healthcare and beyond. From leveraging AI tools like ChatGPT and Gemini for research to exploring their impact on drug discovery, computer vision, and knee osteoarthritis diagnostics, Dr. Gureshi shares his expertise on balancing innovation with responsibility.


Discover how AI is reshaping scientific discovery, the challenges of bias and trustworthiness, and practical advice for young researchers entering the field. Tune in for a deep dive into the opportunities and pitfalls of AI research! Check the episode notes for links to Dr. Qureshi’s work on Google Scholar.


Highlights:

  • How AI tools boost research productivity and why domain expertise is key to asking the right questions.
  • The future of AI in healthcare: from diagnosing skin conditions to personalized drug dosing.
  • Tackling bias in synthetic medical data and the need for new responsibility metrics in AI.
  • Tips for young researchers: master the basics of math and embrace AI as a collaborative tool.
  • Exploring AI’s role in quantitative analysis and its limits with large datasets.
  • The promise of vision-language models in medical imaging and video understanding.
  • Why curriculum updates are crucial to prepare students for an AI-driven world.
  • Dr. Qureshi’s current projects: automating knee scans and defining AI responsibility scores.

Hosted on Acast. See acast.com/privacy for more information.

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From The Podcast

Mutual Connections is a podcast dedicated to exploring the ways people across industries are using technology and AI to create meaningful change. Hosted by Shayan Mashatian, a seasoned entrepreneur and AI expert, the podcast delves into stories of innovation, resilience, and purpose with a focus on Trustworthy and Responsible AI.Each episode brings in remarkable individuals—from tech visionaries to healthcare disruptors—who share their experiences, challenges, and insights on leveraging AI and technology to solve some of the world’s most complex problems. Together, Shayan and Akifa guide listeners through conversations that reveal the power of shared connections and shared goals, uncovering not only the "how" but the "why" behind impactful innovation.Join us to be inspired, learn from thought leaders, and discover the web of Mutual Connections shaping our future.About host:Shayan Mashatian is a serial entrepreneur with a passion for leveraging technology and design for social innovation. His career began in the early days of the Internet, where he was instrumental in building the first ISPs and Internet nodes. Over the past two decades, he has navigated various information technology waves, including web applications, mobile apps, platforms, and AI. Shayan has founded six startups, three in AI, and has delivered over 50 projects and products in several countries, working across diverse cultures from the Middle East to Canada, the US, Africa, and Asia. In recent years, Shayan has focused on AI and machine learning to personalize experiences in various industries, including security, privacy, health, and education. He is researching and publishing about Trustworthy AI, especially in the domain of healthcare. Shayan excels at assembling high-performing teams to solve wicked problems. As his LinkedIn title suggests, he is a Chief Glue Officer who orchestrates brilliance by connecting witted minds. Hosted on Acast. See acast.com/privacy for more information.

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