Integrating AI into Healthcare Delivery - On Tech Ethics

On Tech Ethics with CITI Program

#News #Tech News #CITI Program #Technology #Ethics #Tech #Research

39:30

In this episode of The Innovators & Investors Podcast, host Kristian Marquez sits down with David Brem, Managing Director of the University of Michigan’s Zell Lurie Commercialization Fund. David offers a rare glimpse into the inner workings of a student-led endowment fund focused on early-stage, sector-agnostic investments primarily in the Michigan ecosystem. He shares insights on their unique, founder-first investment approach, how they navigate pre-seed to Series A venture opportunities, and the rigorous due diligence process involving qualitative analysis over pure numbers. David also discusses his roles with global VC networks including Electro Ventures, the London Venture Capital Network, and Level Up Ventures, illustrating how he bridges U.S., European, and Australian venture ecosystems with a special focus on mobility and transportation tech. Highlights include deep dives into emerging trends like eVTOLs (electric vertical takeoff and landing aircraft), smart city infrastructure, and safety innovations in aviation technology. Listeners will gain valuable perspectives on how diverse expertise—from military intelligence and management consulting to academic ventures—shapes David’s investment thesis and community-building efforts. The episode also explores the importance of networking, adding value in the startup ecosystem, and practical advice for aspiring investors or entrepreneurs navigating the venture capital world. With stories of successes, challenges, and future outlooks, this episode is a must-listen for innovators, founders, and investors aiming to understand the intersection of academia, technology, and venture capital in today’s dynamic landscape. Learn more about David's work at https://zli.umich.edu/zell-lurie-commercialization-fund/ Connect with David on LinkedIn at https://www.linkedin.com/in/david-lowell-brem/ Think you'd be a great guest on the show? Apply at https://finstratmgmt.com/innovators-investors-podcast/ Want to learn more about Kristian Marquez's work? Check out his website at https://finstratmgmt.com…

30 days ago 50:05

MP3•Episode home

Discusses the responsible integration of AI into healthcare delivery.

Our guest today is Dr. Yauheni Solad who is a Managing Partner at Dalos Partners, leading healthcare AI strategy and validation. Dr. Solad is a research affiliate at Yale University and a board-certified physician in clinical informatics. He formerly led digital health innovation at UC Davis Health and Yale, advancing FHIR interoperability, telemedicine, and responsible AI standards.

Additional resources:

ReAligned Healthcare podcast: https://realignedhealthcare.com/
Journal of the American Medical Informatics Association: https://academic.oup.com/jamia
The Lancet Digital Health: https://www.thelancet.com/journals/landig/home
Deep Medicine: https://dl.acm.org/doi/10.5555/3350442
Request for Information on the Development of an AI Action Plan: https://www.federalregister.gov/documents/2025/02/06/2025-02305/request-for-information-on-the-development-of-an-artificial-intelligence-ai-action-plan
WHO Harnessing AI for Health: https://www.who.int/teams/digital-health-and-innovation/harnessing-artificial-intelligence-for-health
National Academy of Medicine AI and Emerging Technology: https://nam.edu/our-work/key-issues/artificial-intelligence-and-emerging-technology/
CITI Program’s course catalog: https://about.citiprogram.org/course-catalog

Chapters

1. Integrating AI into Healthcare Delivery - On Tech Ethics (00:00:00)

2. Introduction and Guest Background (00:00:03)

3. Dr. Solad’s Career and Focus (00:01:29)

4. Evolution from Telehealth to Generative AI (00:01:52)

5. Defining Generative AI and Advanced Technologies (00:04:14)

6. Bias and Model Alignment Challenges (00:05:24)

7. Specialized Models and Black Box Concerns (00:07:11)

8. Risks of Public AI Tools in Healthcare (00:09:00)

9. Enterprise AI Compliance and Training (00:09:42)

10. Ensuring Reliability and Human Oversight (00:13:06)

11. Monitoring and Compliance in AI Use (00:14:08)

12. Fostering Innovation in Healthcare AI (00:15:21)

13. Collaboration and Makerspaces for AI Solutions (00:17:03)

14. Integrating AI into Clinical Workflows and Ethical Concerns (00:19:29)

15. AI’s Potential and Human Oversight in Clinical Decisions (00:25:27)

16. Validation, Protocols, and Patient Disclosure (00:27:26)

17. Effective Communication of AI Use to Patients (00:30:40)

18. Explanation of Large Language Models (00:31:45)

19. AI in Prior Authorization and Workflow Automation (00:32:44)

20. Continuous Monitoring and Real-World Validation (00:35:22)

21. Reporting Methods and Targeted Auditing (00:39:01)

22. Ethical Foundations in Healthcare AI (00:41:12)

23. Recommended Resources and Further Reading (00:42:29)

24. The Human Element in AI Integration (00:47:36)

25. Conclusion and Closing Remarks (00:49:14)

34 episodes

Integrating AI into Healthcare Delivery - On Tech Ethics

On Tech Ethics with CITI Program

published 30 days ago

MP3•Episode home

Discusses the responsible integration of AI into healthcare delivery.

Additional resources:

ReAligned Healthcare podcast: https://realignedhealthcare.com/
Journal of the American Medical Informatics Association: https://academic.oup.com/jamia
The Lancet Digital Health: https://www.thelancet.com/journals/landig/home
Deep Medicine: https://dl.acm.org/doi/10.5555/3350442
Request for Information on the Development of an AI Action Plan: https://www.federalregister.gov/documents/2025/02/06/2025-02305/request-for-information-on-the-development-of-an-artificial-intelligence-ai-action-plan
WHO Harnessing AI for Health: https://www.who.int/teams/digital-health-and-innovation/harnessing-artificial-intelligence-for-health
National Academy of Medicine AI and Emerging Technology: https://nam.edu/our-work/key-issues/artificial-intelligence-and-emerging-technology/
CITI Program’s course catalog: https://about.citiprogram.org/course-catalog

Chapters

1. Integrating AI into Healthcare Delivery - On Tech Ethics (00:00:00)

2. Introduction and Guest Background (00:00:03)

3. Dr. Solad’s Career and Focus (00:01:29)

4. Evolution from Telehealth to Generative AI (00:01:52)

5. Defining Generative AI and Advanced Technologies (00:04:14)

6. Bias and Model Alignment Challenges (00:05:24)

7. Specialized Models and Black Box Concerns (00:07:11)

8. Risks of Public AI Tools in Healthcare (00:09:00)

9. Enterprise AI Compliance and Training (00:09:42)

10. Ensuring Reliability and Human Oversight (00:13:06)

11. Monitoring and Compliance in AI Use (00:14:08)

12. Fostering Innovation in Healthcare AI (00:15:21)

13. Collaboration and Makerspaces for AI Solutions (00:17:03)

14. Integrating AI into Clinical Workflows and Ethical Concerns (00:19:29)

15. AI’s Potential and Human Oversight in Clinical Decisions (00:25:27)

16. Validation, Protocols, and Patient Disclosure (00:27:26)

17. Effective Communication of AI Use to Patients (00:30:40)

18. Explanation of Large Language Models (00:31:45)

19. AI in Prior Authorization and Workflow Automation (00:32:44)

20. Continuous Monitoring and Real-World Validation (00:35:22)

21. Reporting Methods and Targeted Auditing (00:39:01)

22. Ethical Foundations in Healthcare AI (00:41:12)

23. Recommended Resources and Further Reading (00:42:29)

24. The Human Element in AI Integration (00:47:36)

25. Conclusion and Closing Remarks (00:49:14)

34 episodes

#News #Tech News #CITI Program #Technology #Ethics #Tech #Research

All episodes

On Tech Ethics with CITI Program

1
The Essential Role of Bioethics in HBCU Medical Schools - On Tech Ethics 23:12

9 days ago23:12

23:12

Discusses the need for bioethics departments in HBCU medical schools. Our guest today is Dr. Donald Carter III, a biomedical ethicist and Assistant Professor at Mercer University School of Medicine. He holds degrees from Fisk, Tennessee State, Vanderbilt, and Loyola Chicago. A 2023 Hastings Center Sadler Scholar, his research explores clinical ethics, AI in medicine, race, and social justice. Additional resources: The Hastings Center for Bioethics – https://www.thehastingscenter.org/ The American Journal of Bioethics – https://www.tandfonline.com/journals/uajb20 Bioethics Today – https://bioethicstoday.org/ Bioethics in the Margins – https://bioethicsinthemargins.org/ Bioethics for the People – https://www.bioethicsforthepeople.com/ CITI Program’s Bioethics course – https://about.citiprogram.org/course/bioethics/ CITI Program’s Healthcare Ethics Committee course – https://about.citiprogram.org/course/healthcare-ethics-committee/…

On Tech Ethics with CITI Program

1
Integrating AI into Healthcare Delivery - On Tech Ethics 50:05

30 days ago50:05

50:05

Discusses the responsible integration of AI into healthcare delivery. Our guest today is Dr. Yauheni Solad who is a Managing Partner at Dalos Partners, leading healthcare AI strategy and validation. Dr. Solad is a research affiliate at Yale University and a board-certified physician in clinical informatics. He formerly led digital health innovation at UC Davis Health and Yale, advancing FHIR interoperability, telemedicine, and responsible AI standards. Additional resources: ReAligned Healthcare podcast: https://realignedhealthcare.com/ Journal of the American Medical Informatics Association: https://academic.oup.com/jamia The Lancet Digital Health: https://www.thelancet.com/journals/landig/home Deep Medicine: https://dl.acm.org/doi/10.5555/3350442 Request for Information on the Development of an AI Action Plan: https://www.federalregister.gov/documents/2025/02/06/2025-02305/request-for-information-on-the-development-of-an-artificial-intelligence-ai-action-plan WHO Harnessing AI for Health: https://www.who.int/teams/digital-health-and-innovation/harnessing-artificial-intelligence-for-health National Academy of Medicine AI and Emerging Technology: https://nam.edu/our-work/key-issues/artificial-intelligence-and-emerging-technology/ CITI Program’s course catalog: https://about.citiprogram.org/course-catalog…

On Tech Ethics with CITI Program

1
Modernizing Clinical Trials with ICH E6(R3) - On Tech Ethics 18:26

9 weeks ago18:26

18:26

Discusses the updated International Council for Harmonisation (ICH) Guideline for Good Clinical Practice known as E6(R3) and what it means for researchers. Our guest today is Cindy Gates, JD, RN, an experienced leader in human subjects research protections and clinical research. Cindy has previously worked at WIRB, the University of California Davis, the University of Miami, the Houston Methodist Medical Center, and George Washington University. This episode is co-hosted by Eric D. Kupferberg, PhD, Associate Director of Clinical Research Education at CITI Program. Additional resources: ICH E6(R3): https://www.ich.org/page/efficacy-guidelines#6-2 CITI Program’s ICH E6(R3): An Introduction course: https://about.citiprogram.org/course/ich-e6r3-an-introduction/…

On Tech Ethics with CITI Program

1
Fostering AI Literacy - On Tech Ethics 25:31

13 weeks ago25:31

25:31

Discusses the importance of fostering AI literacy in research and higher education. Our guest today is Sarah Florini who is an Associate Director and Associate Professor in the Lincoln Center for Applied Ethics at Arizona State University. Sarah’s work focuses on technology, social media, technology ethics, digital ethnography, and Black digital culture. Among other things, Sarah is dedicated to fostering critical AI literacy and ethical engagement with AI/ML technologies. She founded the AI and Ethics Workgroup to serve as a catalyst for critical conversations about the role of AI models in higher education. This episode is co-hosted by Alexa McClellan, MA, Associate Director of Research Foundations at CITI Program. Additional resources: Distributed AI Research Institute: https://www.dair-institute.org/ Mystery AI Hype Theater 3000: https://www.dair-institute.org/maiht3k/ Tech Won’t Save Us: https://techwontsave.us/ CITI Program’s Essentials of Responsible AI course: https://about.citiprogram.org/course/essentials-of-responsible-ai/…

On Tech Ethics with CITI Program

1
Importance of Data Privacy Compliance and ESG Reporting - On Tech Ethics 22:12

18 weeks ago22:12

22:12

Discusses data privacy compliance and environmental, social, and governance (ESG) reporting. Our guest today is Katrina Destrée who is a globally experienced privacy and sustainability professional. Katrina’s work in privacy and sustainability focuses on privacy programs, ESG reporting, awareness and training, and strategic communications. Additional resources: International Association of Privacy Professionals (IAPP): https://iapp.org/ ISACA: https://www.isaca.org/ Global Enabling Sustainability Initiative (GeSI): https://www.gesi.org/ Agréa Privacy & ESG: https://agreaprivacyesg.com/ CITI Program’s “GDPR for Research and Higher Ed” course: https://about.citiprogram.org/course/gdpr-for-research-and-higher-ed/ CITI Program’s “Big Data and Data Science Research Ethics” course: https://about.citiprogram.org/course/big-data-and-data-science-research-ethics/ CITI Program’s “Essentials of Responsible AI” course: https://about.citiprogram.org/course/essentials-of-responsible-ai/…

On Tech Ethics with CITI Program

1
Citizen or Participatory Science Ethics - On Tech Ethics 20:15

22 weeks ago20:15

20:15

Discusses citizen or participatory science, including its benefits and key ethical issues. Our guest today is Lisa Rasmussen who is a Professor in the Department of Philosophy at the University of North Carolina Charlotte and Editor-in-Chief of the journal Accountability in Research . Lisa has been a principal investigator or co-principal investigator on over $1 million in National Science Foundation awards and serves as a Co-Editor of the book series Philosophy and Medicine and an Associate Editor of the publication Citizen Science: Theory and Practice . Additional resources: Association for the Advancement of Participatory Sciences: https://participatorysciences.org/ Citizen Science: Theory and Practice: https://theoryandpractice.citizenscienceassociation.org/ Citizen Science: How Ordinary People are Changing the Face of Discovery: https://scistarter.com/cooper SciStarter: https://scistarter.org/…

On Tech Ethics with CITI Program

1
3Rs Technologies in Animal Research - On Tech Ethics 25:32

26 weeks ago25:32

25:32

Discusses the 3Rs of animal research, teaching, and testing (replacement, reduction, and refinement), including the methods and technologies that support their application. Our guest today is Megan LaFollette, who is the Executive Director at The 3Rs Collaborative, where she advances better science for both people and animals. She received her PhD and Master of Science in Animal Behavior & Welfare from Purdue University. She is an expert in advancing the implementation of practical, impactful, and evidence-based 3Rs techniques. Additional resources: The 3Rs Collaborative: https://3rc.org/ The 3Rs Collaborative Initiatives: https://3rc.org/workstreams/ CITI Program ACU Core Courses: https://about.citiprogram.org/series/animal-care-and-use-acu/ CITI Program ACU Advanced Courses: https://about.citiprogram.org/series/animal-care-and-use-acu-advanced/…

On Tech Ethics with CITI Program

1
Data Privacy and Tracking Technologies - On Tech Ethics 19:43

31 weeks ago19:43

19:43

Discusses data privacy considerations in the context of digital technologies. Our guest today is Emilee Rader, an associate professor at the Information School at the University of Wisconsin-Madison. Emilee’s research focuses on the human-centered aspects of data privacy. She studies how people reason and make choices about data collection and inferences enabled by digital technologies to better understand why people struggle to manage their privacy and to discover new ways to help people gain more appropriate control over information about them. Additional resources: Consumer Reports: https://www.consumerreports.org/issue/data-privacy Electronic Frontier Foundation: https://www.eff.org/ Family Educational Rights and Privacy Act (FERPA): https://about.citiprogram.org/course/family-educational-rights-and-privacy-act-ferpa/ Health Insurance Portability and Accountability Act (HIPAA): https://about.citiprogram.org/series/health-insurance-portability-and-accountability-act-hipaa/ Human Subjects Research (HSR): https://about.citiprogram.org/series/human-subjects-research-hsr/…

On Tech Ethics with CITI Program

1
Synthetic Data in Research and Healthcare - On Tech Ethics 32:31

35 weeks ago32:31

32:31

Discusses the use of synthetic data in research and healthcare. Our guest today is Dennis L. Shung, MD, MHS, PhD, an Assistant Professor of Medicine at Yale School of Medicine and Director of Digital Health in Digestive Diseases. He leads the Human+Artificial Intelligence in Medicine lab, which focuses on enhancing human presence with AI. Dennis is also involved in multiple gastroenterology AI initiatives and research. Additional resources: NSF Program Solicitation on Mathematical Foundations of Digital Twins: https://new.nsf.gov/funding/opportunities/math-dt-mathematical-foundations-digital-twins/nsf24-559/solicitation AI models collapse when trained on recursively generated data: https://www.nature.com/articles/s41586-024-07566-y Synthetic data in machine learning for medicine and healthcare: https://www.nature.com/articles/s41551-021-00751-8 Synthetic data in medical research: https://bmjmedicine.bmj.com/content/1/1/e000167 Harnessing the power of synthetic data in healthcare: innovation, application, and privacy: https://www.nature.com/articles/s41746-023-00927-3 Essentials of Responsible AI: https://about.citiprogram.org/course/essentials-of-responsible-ai Big Data and Data Science Research Ethics: https://about.citiprogram.org/course/big-data-and-data-science-research-ethics/…

On Tech Ethics with CITI Program

1
Governance of Genetic Information - On Tech Ethics 30:27

39 weeks ago30:27

30:27

Discusses ethical issues and governance considerations associated with the collection, analysis, and sharing of genetic material and information. Our guest today is Shelly Simana, an assistant professor at Boston College Law School. Before joining BC, she was a fellow at Stanford Law School’s Center for Law and the Biosciences and a doctoral candidate at Harvard Law School. Her scholarship lies at the intersection of law and bioethics. Additional resources: Shelly Simana: https://www.bc.edu/bc-web/schools/law/academics-faculty/faculty-directory/shelly-simana.html National Human Genome Research Institute: https://www.genome.gov/ Technology, Ethics, and Regulations: https://about.citiprogram.org/course/technology-ethics-and-regulations/ Bioethics: https://about.citiprogram.org/course/bioethics/…

On Tech Ethics with CITI Program

1
Understanding Cellular Agriculture - On Tech Ethics 34:58

44 weeks ago34:58

34:58

Discusses cellular agriculture, including current applications, benefits, technological progress and challenges, and ethical issues. Our guest today is Natalie Rubio, the executive director of the Cellular Agriculture Commercialization Laboratory at Tufts University, who is working to convert early-stage innovations to impactful technologies to reduce costs, increase scale, and improve the quality of cellular agriculture products. Previously, Natalie worked at New Harvest, Perfect Day Foods, and Ark Biotech. Additional resources: Tufts University Center for Cellular Agriculture: https://cellularagriculture.tufts.edu/ New Harvest: https://new-harvest.org/ Good Food Institute: https://gfi.org/ CITI Program’s “Technology, Ethics, and Regulations” course: https://about.citiprogram.org/course/technology-ethics-and-regulations/…

On Tech Ethics with CITI Program

1
Open Science Principles, Practices, and Technologies - On Tech Ethics 29:07

48 weeks ago29:07

29:07

This episode discusses the principles, practices, and technologies associated with open science and underscores the critical role that various stakeholders, including researchers, funders, publishers, and institutions, play in advancing it. Our guest today is Brian Nosek, the co-founder and Executive Director of the Center for Open Science and a professor at the University of Virginia, who focuses on research credibility, implicit bias, and aligning practices with values. Brian also co-developed the Implicit Association Test and co-founded Project Implicit and the Society for the Improvement of Psychological Science. Additional resources: Center for Open Science: https://www.cos.io/ The Open Science Framework: https://www.cos.io/products/osf FORRT (Framework for Open and Reproducible Research Training): https://forrt.org/ The Turing Way: https://book.the-turing-way.org/ CITI Program’s “Preparing for Success in Scholarly Publishing” course: https://about.citiprogram.org/course/preparing-for-success-in-scholarly-publishing/ CITI Program’s “Protocol Development and Execution: Beyond a Concept” course: https://about.citiprogram.org/course/protocol-development-execution-beyond-a-concept/ CITI Program’s “Technology Transfer” course: https://about.citiprogram.org/course/technology-transfer/…

On Tech Ethics with CITI Program

1
Responsible Implementation of Smart City Technologies - On Tech Ethics 16:00

1 year ago16:00

16:00

Discusses smart city technologies, including some ethical and regulatory considerations. Our guest today is Junfeng Jiao, an Associate Professor in the Community and Regional Planning Program at the University of Texas at Austin. He is the founding director of the Urban Information Lab, Texas Smart Cities, the UT Ethical AI program, and a founding member of UT Austin's Good Systems Grand Challenge. His research focuses on smart cities, urban informatics, and ethical AI. Additional resources: Texas Smart Cities: https://smartcity.tacc.utexas.edu/pages/index.html Texas Smart Cities Events: https://smartcity.tacc.utexas.edu/events#E282128843 Urban Information Lab: https://sites.utexas.edu/uil/ Big Data and Data Science Research Ethics Course: https://about.citiprogram.org/course/big-data-and-data-science-research-ethics/…

On Tech Ethics with CITI Program

1
Advancing Your Skills and Career in Biotech - On Tech Ethics 21:03

1 year ago21:03

21:03

Discusses how you can leverage Biotility’s educational offerings for talent development and career growth in the biosciences. Our guest today is Tamara Mandell, the Director of the Education and Training Programs at Biotility, a leader in biotech education and training. Tamara has more than 12 years of combined academic research and industrial biotechnology experience and is fluent in the techniques, methodology, and regulatory compliance relevant to the applied sciences. Additional resources: Biotility: https://biotility.research.ufl.edu/ BACE: https://biotility.research.ufl.edu/bace/ Biotility Courses Available on CITI Program: https://about.citiprogram.org/series/biotility-at-the-university-of-florida/ InnovATEBIO: https://innovatebio.org/ Biotech Careers: https://www.biotech-careers.org/careers Bio-Rad Biotechnology Textbook & Program: https://www.bio-rad.com/en-us/a/edu/biotechnology-textbook-program…

On Tech Ethics with CITI Program

1
Understanding the Research Security Training Requirements - On Tech Ethics 29:56

1 year ago29:56