Cookbooks
Step-by-step guides for fine-tuning, deploying, and analyzing medical AI assets.
Deploying a Clinical LLM API with Docker and vLLM
Tutorial Deploying a Clinical LLM API with Docker and vLLM Difficulty: Intermediate Time: 12 min read Introduction In this cookbook, we will cover how to...
Fine-Tuning Clinical Llama-3 with PEFT
Tutorial Fine-Tuning Clinical Llama-3 with PEFT Difficulty: Intermediate Time: 15 min read Introduction In this cookbook, we will walk through how to fine-tune the Clinical...
How to Train an EHR Mortality Prediction Model with PhysioNet 2012
Tutorial How to Train an EHR Mortality Prediction Model with PhysioNet 2012 Difficulty: Advanced Time: 25 min read Introduction In this cookbook, we will cover...
Introduction to the BIDS Standard for Neuroimaging
Tutorial Introduction to the BIDS Standard for Neuroimaging Difficulty: Beginner Time: 10 min read Introduction The Brain Imaging Data Structure (BIDS) is a simple and...
Zero-Shot Medical Image Segmentation with MedSAM
Tutorial Zero-Shot Medical Image Segmentation with MedSAM Difficulty: Beginner Time: 15 min read Introduction In this cookbook, we will cover how to deploy MedSAM, a...