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

📂 SECTION 2: 🧪 Experiment Log (Chronological Core)

Published 2026-05-01

👉 This is the heart of the notebook—and where Notearama shines vs traditional publishing.

📄 Experiment #017 – LSTM Model v3

Date: March 12, 2026

Hypothesis
Dataset version
Feature set
Model architecture
Training parameters

Results:

AUC: 0.87
Precision/Recall

Observations:

Overfitting after epoch 12
Missing value handling improved results

Next Steps:

Try transformer-based model

📄 Experiment #018 – Transformer Model v1

Direct continuation
Comparison vs LSTM

📄 Experiment Index

Table of all experiments
Links + key metrics