Stanford tech healthcare notes

Introduction

  • Honor and welcome to all participants
  • Encourage active participation by turning on cameras
  • Brief overview of session purpose: Learning about technology and health care

Icebreaker Activity

  • Mention of Mentimeter for gauging interest
  • Scanning of QR code for participation in a question
  • Alternative access through menti.com

Session Overview

Schedule Details

  • Introduction by the host
  • Doctor Shu to discuss the fall technology internship
  • Lecture on medical technologies by Dara
  • Guest speaker, doctor Pat, focusing on AI and healthcare intersection
  • Interactive activity using a mirror board to engage participants

Logistics

Key Points

  • Participation in the Slack channel is essential for communication regarding homework and updates
  • Optional lab sessions available for hands-on coding experience in AI applications in healthcare
  • Offered topics: Intro to Python, developing convolutional neural networks, and medical calculators
  • Access to a PDF document with additional information available via QR code or the Slack channel
  • Importance of post-session surveys for feedback on the course effectiveness and improvement suggestions
  • Contact Allison for Slack access issues

Introduction of Program

Doctor Larry Chew's Introduction

  • Professor of Anesthesiology at Stanford, overseeing clinical anesthesiology including perioperative, ICU, labor and delivery, and emergency care
  • Acknowledgment of both returning and new participants
  • Context of the internship stemming from prior summer interest

Program Objectives

  • Deep focus on healthcare technology as a vital area of exploration
  • Overview of the teaching assistants: Jason (undergraduate from Brown University), Eugenie (recent graduate), Dara (machine learning engineer), and Alison Butinski (SASE program manager)

Importance of Engagement

  • Encouragement for active participation throughout the program
  • Interaction with guest speakers and fellow interns is crucial
  • Positive remarks about the community building within the group
  • Invitation to provide topics of interest to be incorporated into future lectures

Insights on Technology's Role in Healthcare

Key Themes by Doctor Chew

  • Personal anecdotes regarding historical intersections of technology and healthcare, including major industry figures' interactions
  • The misunderstanding of technology’s purpose in healthcare
  • Importance of curiosity, open-mindedness, and dialogue in advancing health technology
  • Patient perspective in evaluating healthcare technologies
  • Engagement and collaboration of diverse voices including perspectives from doctors, patients, and industry professionals

Lecture by Dara: Evaluating Technology in Healthcare

Overview of Technology Testing

  • Necessity of testing technologies at population and individual levels
  • Concept of clinical trials: focuses on averages but needs to consider individual differences
  • Importance of comparing individual outcomes to population data to ensure relevant clinical decisions

Metrics for Evaluation

Population Level Testing
  • Concepts of sensitivity and specificity in diagnostics
  • Key measures include Mean Absolute Error and calibration of risk predictions
Individual Level Testing
  • Emphasis on technology accuracy for individual patients
  • Discussed metrics such as accuracy, precision, and measurement consistency

Focus on AI and Health Technology

  • Highlighted case study of Apple Watch's hypertension feature
  • Discussion on algorithm performance variability across different demographics
  • Importance of adjusting technology to meet diverse patient needs

Interactive Segment: Miro Board Activity

Population Level vs. Individual Level Testing

  • Participants divided into groups to discuss testing an app for skin conditions across diverse populations and individual cases
  • Prompts encourage critical engagement about how technology should serve different users in health contexts

Guest Lecture by Doctor Pat: Designing AI for Human Flourishing

Introduction to Cyborg Psychology

  • Doctor Pat's background and research focus
  • Concepts of AI as a tool for enhancing human capabilities rather than replacing them

Themes in Technology Development

  • Human flourishing as the framework for evaluating the impact of technology
  • Specific ongoing projects including Future You (digital twin concept) and variable reasoning for critical thinking enhancement

Addressing Emotional and Psychological Impacts

  • Discussed investigative approaches in AI's relationship with humans, including emotional manipulation and the importance of regulations for vulnerable populations

Future Direction and Philosophical Considerations

  • Urging reflection on the intersection of technology and personal agency
  • Development of ethical measures to ensure AI contributes to positive human experiences

Conclusion and Wrap Up

Final Thoughts from Doctor Chew

  • Encouragement for thoughtful reflection on the internship experience and participant roles
  • Call for engagement in discussion about cyclic health and the future of AI in healthcare
  • Importance of filled surveys for course improvement and feedback

Closing Remarks

  • Final acknowledgments and session end