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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

Module 7: Impact Project

7 Videos

Microskill 1: Designing Biomedical AI Experiments

11:50

Microskill 2: Writing successful biomedical AI proposals

15:00

Microskill 3: Effective scientific communication

13:15

Microskill 4: Bridging traditional research with AI innovation

07:57

Microskill 5: Peer Review and Feedback Mechanisms

12:49

Microskill 6: Robust Biomedical AI Research Design

14:21

Microskill 7: Responsible Biomedical AI Reserch

13:46

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?

Biomedical AI Alignment

Dataset Description and Exploratory Analysis

Visualize Sex-Specific Patterns

Sex-Specific Association Models

Performance Evaluation by Sex

Data-Centric Biomedical AI

Data-Centric Biomedical AI_assignments 1

Data-Centric Biomedical AI_assignments 2

Data-Centric Biomedical AI_assignments 3

Fundamentals of Biomedical Machine Learning

Fundamentals of Biomedical ML_assignment 1

Fundamentals of Biomedical ML_assignment 2

Fundamentals of Biomedical ML_assignment 3

Fundamentals of Biomedical ML_assignment 4

Fundamentals of Biomedical ML_assignment 5

Biomedical Image Analysis

Biomedical Image Analysis_assignments 1

Biomedical Image Analysis_assignments 2

Biomedical Image Analysis_assignments 3

Biomedical Image Analysis_assignments 4

Generative AI in Biomedicine

Exploring LLM Capabilities and Limitations Through Interactive Conversation

LLM Text Summarization and Analysis

Bias Exploration

Impact Project

Impact Project_assignment 1

Impact Project_assignment 2

Impact Project_assignment 3

Reflection Journals

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Generative AI in Biomedicine

Microskill 1 Reflection Journal

Microskill 2 Reflection Journal

Microskill 3 Reflection Journal

Fundamentals of Biomedical AI Research

Microskill 1 Reflection Journal

Microskill 2 Reflection Journal

Module 1

Module 2

Module 3

Module 4

Module 5

Module 6

Module 7

Social Media

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Divulge into Our Upcoming Course

Physical Media

Get Informed Together

Pilot LLM Module

Fundamentals of Biomedical AI Research

Biomedical Image Analysis

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