Master track
The Doctor, the Machine and the Method
Healthcare AI for those who decide at the bedside
This is the Academy master track. It organizes the full curriculum, while the initial paid offer ships as practical mini-courses, starting with Critical Appraisal of AI in Healthcare.
First paid product
Critical Appraisal of AI in Healthcare, derived from the opening block of the track.
Curriculum
What becomes mini-courses
Module 1
Critical Foundation
By the end of this module, students can read a clinical AI paper, identify biases in a demonstrated model, and distinguish a well-validated tool from a poorly validated one.
Module 1
Critical Foundation
By the end of this module, students can read a clinical AI paper, identify biases in a demonstrated model, and distinguish a well-validated tool from a poorly validated one.
Critical Evaluation of Healthcare AI
The foundation of foundations - without a critical eye, everything else is theater.
Welcome and Learning Contract
Who this course is for, who it is not for, what to expect, recommended order, how to use the written materials.
FreeWhat Is Healthcare AI - And Why You Need a Critical Eye
The first barrier: physicians need to know what they are evaluating before deciding to accept or reject.
Free
Module 2
Applied Technical Competencies
By the end of this module, students can participate as a technical interlocutor in meetings about developing or acquiring a clinical AI tool.
Module 2
Applied Technical Competencies
By the end of this module, students can participate as a technical interlocutor in meetings about developing or acquiring a clinical AI tool.
Clinical Model Validation Metrics
Sensitivity, specificity, AUC and beyond - the metrics that determine model reliability.
[Block 2.1] Lesson 1 - Title TBD
Lesson being structured for the next Academy wave.
Dev Pass[Block 2.1] Lesson 2 - Title TBD
Lesson being structured for the next Academy wave.
Dev Pass
Module 3
Implementation and Governance
By the end of this module, students can plan the introduction of an AI tool into a real clinical workflow while meeting regulatory requirements.
Module 3
Implementation and Governance
By the end of this module, students can plan the introduction of an AI tool into a real clinical workflow while meeting regulatory requirements.
Ethics, Regulation and Governance
LGPD, ANVISA, FDA - the regulatory framework that physician-leaders need to master.
[Block 3.1] Lesson 1 - Title TBD
Lesson being structured for the next Academy wave.
Dev Pass[Block 3.1] Lesson 2 - Title TBD
Lesson being structured for the next Academy wave.
Dev Pass
Module 4
Leadership and Strategy
By the end of this module, students can structure and defend an institutional AI roadmap within their institution.
Module 4
Leadership and Strategy
By the end of this module, students can structure and defend an institutional AI roadmap within their institution.
Health Economic and Impact Assessment
The argument that convinces administrators - ROI, cost-effectiveness and impact assessment.
[Block 4.1] Lesson 1 - Title TBD
Lesson being structured for the next Academy wave.
Dev Pass[Block 4.1] Lesson 2 - Title TBD
Lesson being structured for the next Academy wave.
Dev Pass
Next step
First mini-course: critical appraisal
The opening block becomes a smaller, practical, testable offer before any full-track promise. Join the list for the founder Dev Pass cohort.