Back to search

Article

Predicting Decision-Making Time for Diagnosis over NGS Cycles: An Interpretable Machine Learning Approach

2023-03-09

Abstract excerpt

<h4>Motivation</h4> Genome sequencing processes are commonly followed by computational analysis in medical diagnosis. The analyses are generally performed once the sequencing process has finished. However, in time-critical applications, it is crucial to start diagnosis once sufficient evidence has been accumulated. This research aims to define a proof-of-principle for predicting earlier time for decision-making u...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
09339e5b-8653-59b4-a077-64baaa3b7dc5
DOI
10.1101/2023.03.07.530760
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Predicting Decision-Making Time for Diagnosis over NGS Cycles: An Interpretable Machine Learning ApproachDOI 10.1101/2023.03.07.530760
Select a neighboring publication to make it the new centre.