default author photo

Uzma Hasan

- Department of Information Systems

SCHOLARLY PAPERS

2

DOWNLOADS

151

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Structural Causal Model with Expert Augmented Knowledge to Estimate the Effect of Oxygen Therapy on Mortality in the ICU

Number of pages: 47 Posted: 10 Aug 2022
Md Osman Gani, Shravan Kethireddy, Riddhiman Adib, Uzma Hasan, Paul Griffin and Mohammad Adibuzzaman
- Department of Information Systems, Cleveland Clinic, Oregon Health and Science University - Oregon Clinical and Translational Research Institute, - Department of Information Systems, Pennsylvania State University - Harold and Inge Marcus Department of Industrial and Manufacturing Engineering and Oregon Health and Science University - Oregon Clinical and Translational Research Institute
Downloads 79 (816,709)

Abstract:

Loading...

Structure Causal Model, Causal Inference, Oxygen Therapy, Expert Augmented Knowledge, Critical Care

2.

DKC: Data-driven and Knowledge-Guided Causal Discovery with Application to Healthcare Data

Number of pages: 29 Posted: 25 Sep 2025
Uzma Hasan and Md Osman Gani
- Department of Information Systems and - Department of Information Systems
Downloads 72 (883,195)

Abstract:

Loading...

Causal Discovery, Causal Graphs, Prior Knowledge Constraints, Causal Ordering, Balanced Score Function