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Nasibeh Azadeh-Fard

Rochester Institute of Technology (RIT)

190 Lomb Memorial Drive

Rochester, NY NY 14623

United States

SCHOLARLY PAPERS

2

DOWNLOADS

98

TOTAL CITATIONS

1

Scholarly Papers (2)

1.

Uncertainty-Aware Length of Stay Prediction in Multi-Hospital Settings: A Hierarchical Framework for Clinical Decision Support

Number of pages: 22 Posted: 29 Oct 2025
Marzieh Amiri Shahbazi, Ali Baheri and Nasibeh Azadeh-Fard
Rochester Institute of Technology (RIT), Rochester Institute of Technology (RIT) and Rochester Institute of Technology (RIT)
Downloads 56 (1,041,696)
Citation 1

Abstract:

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Conformal Prediction, Bayesian hierarchical models, Uncertainty Quantification, prediction intervals, hospital length of stay

2.

Hierarchical Data Modeling: A Systematic Comparison of Statistical, Tree-Based, and Neural Network Approaches

Number of pages: 31 Posted: 17 Apr 2025
Marzieh Amiri Shahbazi and Nasibeh Azadeh-Fard
Rochester Institute of Technology (RIT) and Rochester Institute of Technology (RIT)
Downloads 42 (1,157,785)

Abstract:

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Hierarchical modeling, Multilevel analysis, Tree-based methods, Neural networks, Statistical models, Healthcare data