---
title: "DOST"
type: concept
source: https://www.jemoka.com/posts/kbhdost/
confidence: high
status: active
---

There is extreme noise in the patient annotations: for instance, in their health rhythm labels there&rsquo;s around 20% contradictions in the dataset.
accurate diagnosis limiting &ldquo;domain rule violations&rdquo; approach take your dataset, and validate rules IF validation is successful, train model normally with that sample IF the validation is unsuccessful, then use the output samples as negative examples
