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alyelaswad/OR-synthetic-proxy

OR Scheduling Synthetic Proxy Dataset This synthetic dataset accompanies the paper: Decision-Focused Learning for Operating Room Scheduling Under Uncertain Surgery Durations with Two-Stage Stochastic OptimizationAli Elaswad, Rodrigo Carrasco, Nourhan Sakr — ECML-PKDD 2026 Description A synthetic proxy dataset generated from anonymized aggregate statistics of a real neurosurgical dataset from the Instituto de Neurocirugia Dr. Raul Asenjo, Santiago, Chile.… See the full description on the dataset page: https://huggingface.co/datasets/alyelaswad/OR-synthetic-proxy.

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OR Scheduling Synthetic Proxy Dataset

This synthetic dataset accompanies the paper:

Decision-Focused Learning for Operating Room Scheduling Under Uncertain Surgery Durations with Two-Stage Stochastic Optimization Ali Elaswad, Rodrigo Carrasco, Nourhan Sakr — ECML-PKDD 2026

Description

A synthetic proxy dataset generated from anonymized aggregate statistics of a real neurosurgical dataset from the Instituto de Neurocirugia Dr. Raul Asenjo, Santiago, Chile.

Columns

—surgeon_id: Anonymized surgeon identifier
—procedure_code: Anonymized procedure type
—post_op_destination: Anonymized post-operative destination
—duration_minutes: Surgery duration in minutes

Intended Use

Reproducing the feature engineering pipeline and experimental setup described in the paper. Not intended for clinical use.

License

CC BY 4.0 — cite the paper if you use this dataset.

license: cc-by-4.0 ---