From Stanford Medicine – AI in Clinical Diagnostics Lab Template by David Nagy · Templates

📂 SECTION 3: 🧠 Data & Methodology

Published 2026-05-01

📄 Dataset Documentation

Source descriptions
Cleaning procedures
Bias considerations
Missing data handling

📄 Feature Engineering Guide

Feature list with definitions
Why each feature matters
Derived features

📄 Model Architectures

LSTM
Transformer
Baseline models

Includes:

Diagrams
Code snippets
Performance comparisons