Applied AI Academy for Healthcare

Move from AI Hype to Clinical Evidence.

The first applied AI incubator designed for doctors. Launch ventures, publish rigorous research, and automate your practice through 8-week mentored cohorts.

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📡 LIVE

🧠 Merlin (Stanford, Nature 2026) — native 3D volumetric VLM for CT/MRI · 🏆 Open Medical LLM Leaderboard updated · 🤖 Google MedGemma expansion · 📋 SAHI India Strategy rollout · ⚡ AbraHealth FDA clearance for autonomous triage · ✨ GreyBrain Cohort 3 applications open — apply now

A Grounded Learning Loop

We don't just teach prompt engineering. We provide the operational infrastructure for clinicians to build and lead.

Syllabus-Grounded AI Tutor

Study clinical concepts with an AI agent constrained to your specific course syllabus and medical protocols.

The Experiment Lab Studio

Execute no-code experiments using open-source HuggingFace models for literature synthesis and predictive research.

Human-in-the-Loop Review

Every experimental artifact and project is reviewed by clinical coordinators to ensure methodological rigor.

Path 01: Practice

Automate your documentation, not your judgment.

Build personalized AI documentation templates, automate follow-up communication, and implement safe patient-facing AI boundaries.

View Prototype SOPs Express Track →

Path 02: Publish

Accelerate evidence synthesis with AI rigour.

Execute in-silico experiments using advanced open-source models. Move from hypothesis to publication-ready manuscript outline.

Enter Research Lab Open Laboratory →

Path 03: Build

From clinical friction to pilot-ready MVP.

Designed for doctor-founders. Solve your own clinical friction by building AI-enabled services and validated product briefs.

Build Your Venture Incubator Mode

Practice

Publish

Build

Automation Scanner

In-Silico Investigator

Synthesizing Evidence via HF Models...

v0.1.0-alpha

Intelligence Feed

Daily clinical AI briefs and model spotlights for the modern academic physician.

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workflow Mar 7, 2026

Workflow: Turn a discharge summary into a family update

A communication workflow for translating a discharge note into a brief, family-friendly update that preserves medications, precautions, and follow-up steps.

productivity

wiki Mar 7, 2026

Wiki: What is a context window?

A clinician-friendly explanation of context windows and why large input size does not automatically mean better reasoning or safer answers.

research

model_watch Mar 7, 2026

Model Watch: How should doctors judge scribe and voice models?

A practical review lens for voice and scribe models used in consultations, documentation, and patient communication workflows.

productivity

workflow Mar 7, 2026

Workflow: Turn a paper into a poster outline

A research workflow for extracting the argument, methods, results, and visual hierarchy needed for a scientific poster.

research

wiki Mar 7, 2026

Wiki: What is a design partner in healthcare AI?

A short explainer for doctor-founders on the difference between an interested clinician, an early user, and a true design partner.

entrepreneurship

workflow Mar 7, 2026

Workflow: Turn a clinical audit into a startup hypothesis

A founder workflow for using audit findings to identify workflow friction, quantify the problem, and shape an early venture thesis.

entrepreneurship

[01] MODEL_INTELLIGENCE // HUGGINGFACE: CONNECTED

Explore Clinical Open Source.

Enter Lab [ALL_MODELS ↗]

[01]

Qwen

Qwen3.5-9B