Unit I: 2026 AI Bootcamp

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Program Agenda

Unit I: Introduction to Healthcare Data & AI - Basics of Medical Data Management

Session Type	Session Title	Invited Faculty
On demand prerecorded session	Opening Remarks and What is Healthcare Data Management (The Why in AI in transplant)?	Henry Randall, MD, MBA
On demand prerecorded session	The Role of Electronic Health Records (EHRs)	Lisa McElroy, MD
On demand prerecorded session	Structured vs. Unstructured Data in Medicine	David Axelrod, MD, MBA
On demand prerecorded session	Introduction to AI in Data Processing	Sunjae Bae, MD, PhD
On demand prerecorded session	Data Collection: Sources & Best Practices	Lisiane Pruinelli, PhD, MS
On demand prerecorded session	Data Privacy & Security (HIPAA, GDPR)	Michal Mankowski, PhD
On demand prerecorded session	Data Cleaning: Why Bad Data Leads to Bad AI	Timothy Pruett, MD
On demand prerecorded session	Basics of Data Storage & Retrieval in Healthcare	Juan Carlos Caicedo, MD
Live Virtual	Q&A Session (July 17 at 12PM ET)	All Unit I Session Speakers

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Opening Remarks and What is Healthcare Data Management Henry Randall, MD, MBA

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Open to view video. Opening Remarks and What is Healthcare Data Management Presenter Henry Randall, MD, MBA

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The Role of Electronic Health Records (EHRs) - Presenter Lisa McElroy, MD

Open to view video. | 23 minutes

Open to view video. | 23 minutes The Role of Electronic Health Records (EHRs) - Presenter Lisa McElroy, MD

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Structured vs. Unstructured Data in Medicine David Axelrod, MD, MBA

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Open to view video. Structured vs. Unstructured Data in Medicine Presenter David Axelrod, MD, MBA

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Introduction to AI in Data Processing Sunjae Bae, MD, PhD

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Open to view video. Introduction to AI in Data Processing Presenter Sunjae Bae, MD, PhD

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Data Collection: Sources & Best Practices Presenter Lisiane Pruinelli, PhD, MS

Open to view video. | 18 minutes

Open to view video. | 18 minutes Data Collection: Sources & Best Practices Presenter Lisiane Pruinelli, PhD, MS

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Data Privacy & Security (HIPAA, GDPR) Presenter: Michal Mankowski, PhD

Open to view video. | 14 minutes

Open to view video. | 14 minutes Data Privacy & Security (HIPAA, GDPR) Presenter Michal Mankowski, PhD

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Data Cleaning: Why Bad Data Leads to Bad AI Presenter Timothy Pruett, MD

Open to view video. | 18 minutes

Open to view video. | 18 minutes Data Cleaning: Why Bad Data Leads to Bad AI Presenter Timothy Pruett, MD

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Basics of Data Storage & Retrieval in Healthcare - Juan Carlos Caicedo, MD

Open to view video. | 21 minutes

Open to view video. | 21 minutes Basics of Data Storage & Retrieval in Healthcare Presenter Juan Carlos Caicedo, MD

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