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Exploring AI's Impact on Healthcare Research

Learn how our cutting-edge AI techniques are shaping the future of biomedical research through impactful case studies. Get familiar with real-world applications, astonishing results, and the creative strategies applied by our team.

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Module 1: Fundamentals of Biomedical AI Research Video Playlist

7 Videos

Microskill 1: Demystifying Artificial Intelligence

8:11

Microskill 2: Artificial Intelligence Lifecycle

10:38

Microskill 3: Designing Biomedical Artificial Intelligence Experiments

07:27

Microskill 4: Leveraging Multidisciplinary Team Strengths

07:19

Microskill 5: Training, Validation, and Generalizability

11:34

Microskill 6: Basics of Scientific Rigor and Reproducibility

12:59

Microskill 7: Mentorship and Peer Review in Biomedical AI

13:30

Module 2: Biomedical AI Alignment Video Playlist

7 Videos

Microskill 1:The Fundamental Principles of Bioethics

18:07

Microskill 2: Fundamentals Principles of Bioethics

16:42

Microskill 3: Bias, Fairness, and Societal Impact of Biomedical AI

12:31

Microskill 4: The Regulatory Landscape of Biomedical AI

31:51

Microskill 5: Biomedical AI Quality and Safety

14:51

Microskill 6 Human AI Collaboration in Biomedicine

11:23

Microskill 7: Proper Consideration of Biological Variables

10: 32

Module 3: Data-Centric Biomedical AI Video Playlist

7 Videos

Microskill 1: The Importance of Data for Developing Biomedical AI

16:43

Microskill 2: Acquiring Ethically Sourced Biomedical Data

12:41

Microskill 3: Understanding the Role of Human Annotation

14:35

Microskill 4: Promoting FAIR Biomedical Data Principles

16:43

Microskill 5: Developing AI/ML-ready Biomedical Datasets

13:17

Microskill 6: Navigating Multi-Institutional Data Sharing Challenges

13:30

Microskill 7: Secure and Ethical Use of Biomedical Data

13:25

Module 4: Fundamentals of Biomedical Machine Learning Video Playlist

7 Videos

Microskill 1: Shared Biomedical Artificial Intelligence Vocabulary

17:46

Microskill 2: Applied Fundamentals of Machine Learning and Deep Learning

20:57

Microskill 3:Choosing the Right Biomedical Machine Learning Model

8:08

Microskill 4: Choosing the Right Biomedical Deep Learning Model

11:45

Microskill 5: Evaluating Biomedical Machine Learning Models

12:48

Microskill 6: Model Generalizability

10:11

Microskill 7:Ethics of Black-Box Algorithms

15:15

Module 5: Biomedical Image Analysis

7 Videos

Microskill 1: Landscape of Biomedical Imaging

10:35

Microskill 2: Biomedical Image Preprocessing and Transformation

10:47

Microskill 3: Traditional Biomedical Image Analysis

10:38

Microskill 4: Biomedical Computer Vision Applications

14:36

Microskill 5: Advanced and Emerging Topics

9:48

Microskill 6: Consistency in Biomedical Image Analysis

11:09

Microskill 7: Ethical and Privacy Implications of Biomedical Imaging

18:07

Module 6: Generative Artificial Intelligence in Biomedicine

8 Videos

Microskill 1: Applications of LLMs in the World of Healthcare

14:56

Microskill 2: Medical Applications of LLMs

14:41

Microskill 3: Anatomy of a Prompt

12:00

Microskill 4: In-Context Learning

10:44

Miroskill 5: Prompt Engineering Techniques: 1

13:12

Microskill 5: Prompt Engineering Techniques: 2

12:13

Microskill 6: LLMs for Patient Care

11:30

Microskill 7: LLMs for Medical Education and Research

13:58

Notebooks

Practice Together

Fundamentals of Biomedical AI Research

Module 1 Fundamentals of Biomedical AI Research Activity 1

Module 1 Fundamentals of Biomedical AI Research Activity 2

What does training AI look like?

Generative AI in Biomedicine

Exploring LLM Capabilities and Limitations Through Interactive Conversation

LLM Text Summarization and Analysis

Bias Exploration

Reflection Journals

Contemplate Together

Fundamentals of Biomedical AI Research

Microskill 1 Reflection Journal

Microskill 2 Reflection Journal

Generative AI in Biomedicine

Microskill 1 Reflection Journal

Microskill 2 Reflection Journal

Microskill 3 Reflection Journal

Social Media

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Physical Media

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Pilot LLM Module

Fundamentals of Biomedical AI Research

Biomedical Image Analysis

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