Skip to content

Add Sepsis case study using causal discoveryΒ #341

@marvin-hansen

Description

@marvin-hansen

Add a case study about a multi-state causal discovery process on the Kaggle Sepsis Data

  1. Stage
  • Load data
  • Rank features
  1. Stage
  • Discovery causal relatioins in data
  • Translate causal relations into Causaloids / Causal Collections
  1. Stage
  • Build Causal model with DeepCausality
  • Test and validate causal model

Sepsis Data:
https://www.kaggle.com/datasets/salikhussaini49/prediction-of-sepsis

CDL / Causal Discovery langu:
https://github.com/deepcausality-rs/deep_causality/tree/main/deep_causality_discovery

SURD publication:
https://arxiv.org/pdf/2505.10878

Metadata

Metadata

Assignees

Labels

No labels
No labels

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions