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Recap of 2024 AI Summit
2024 marks a pivotal year for advancing artificial intelligence
(AI) solutions in healthcare, requiring multidisciplinary teamwork and scientific rigor to bring these
innovations to patient care.
These key takeaways emerged from Mayo Clinic's AI Summit, "Generative and Multimodal AI — Potentials and Challenges," held recently in Rochester. Nearly 300 attendees from Mayo Clinic and other institutions gathered in person and virtually to discuss the challenges and opportunities in applying AI technology to healthcare.” read more.
2024 AI Summit - Opening Remarks - Dr. Cui Tao
2024 AI Summit - Keynote #1 - Dr. John Halamka
2024 AI Summit - Reactive Panel #1
2024 AI Summit - Keynote #2 - Dr. Thomas Fuchs
2024 AI Summit - Reactive Panel #2
2024 AI Summit - Keynote #3 - Dr. Anant Madabhushi
2024 AI Summit - Reactive Panel #3
2024 AI Summit - Keynote #4: Dr. Shauna Overgaard
2024 AI Summit - Reactive Panel #4
2024 AI Summit - Keynote #5: Dr. Hoifung Poon
2024 AI Summit - Reactive Panel #5
Introducing AI Summit 2025!
We are pleased to invite you to participate in the AI Summit conference titled “AI Summit: Generative AI,
Information Retrieval and Evidence-Based Medicine” to be held in Rochester, Minnesota on July 7-8, 2025. The
conference is organized by the Mayo Clinic Department of Artificial Intelligence and Informatics in
partnership with the Mayo Clinic AI community.
Digital transformation has brought a paradigm shift to healthcare, powered by increasing availability of healthcare data and rapid progression of analytics techniques including machine learning and AI. Across various healthcare settings, AI plays a significant role in achieving the mission of preventing, diagnosing, and curing diseases, connecting people everywhere, and transforming healthcare. The AI Summit aims to bring AI experts and the healthcare community together to review advances and discuss the potentials and challenges of AI and large multimodal models in healthcare.
You are invited to submit proposals to be considered for presentation through the conference registration and submission website
Registration: Opens on February 1st, 2025
In person and virtual: $375
Students: $250
* Please note that participants’ accommodation, travel, and other conference-related expenses will
be borne by participants.
Abstract Submission:
We invite the submission of abstracts to be considered for the
following presentation types and topic areas:
Presentation Types:
Lightning Talk (10 minutes)
Poster Presentation
Workshop/Tutorial (up to 3 hour blocks available)
Topics:
Discussions will address the potential of Al to transform patient care, medical research, and
clinical decision-making, examining how foundation models and large language models can enhance
health-related content generation, patient interaction, and clinical documentation. Advancements in
self- supervised learning and continuous training will be covered, along with Al's applications in
diagnostics, treatment, and evidence-based medicine, where retrieval-augmented generation (RAG) can
improve accuracy and reliability in medical content.
On the challenges side, the Summit will confront issues like source attribution, Al bias, trust, and hallucinations, along with disparities in access and translational gaps between research and clinical practice. Ethical considerations will be central, as will the need for high-quality, diverse data, and secure cloud computation. Regulatory compliance and seamless integration into healthcare workflows will be discussed, emphasizing training and user experience to foster adoption and trust.