havakv / havakv/pycox

Is there any method or way to get hazard ratio?

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#96 6 comments 0 reactions 0 assignees View on GitHub
Dominant language
Python
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Description

We are using Pycox - CoxPH Model to find out hazard ratio of each genetic mutations.
So, we put presence of each genetic mutations as 1 or 0 in x, survival time and event in y.

We want to get hazard ratio of a particular genetic mutation.
Is there any method or way to get it?

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by reviewing the Pycox CoxPH Model API and its handling of mutation indicators in x, survival time, and event values. Determine whether the model already exposes hazard ratios and what documentation or API change would be needed; done should be a clearly documented way to obtain the ratio for a particular mutation.

Written by the indexing model from the issue text.

Assessment

Tech stack
python, pytorch
Domain
machine-learning
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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