surgeon_id stringclasses 147
values | procedure_code stringclasses 140
values | post_op_destination stringclasses 139
values | duration_minutes float64 15 480 |
|---|---|---|---|
S125 | P060 | D087 | 351.5 |
S012 | P008 | D002 | 43.9 |
S017 | P030 | D015 | 169.5 |
S003 | P004 | D016 | 148.1 |
S028 | P010 | D020 | 68.7 |
S017 | P023 | D018 | 108.3 |
S015 | P039 | D014 | 163 |
S040 | P039 | D003 | 24.9 |
S003 | P019 | D025 | 131.7 |
S046 | P028 | D003 | 234.5 |
S016 | P029 | D025 | 255.7 |
S035 | P021 | D016 | 35.5 |
S046 | P014 | D003 | 205.9 |
S028 | P037 | D024 | 27.1 |
S035 | P037 | D004 | 69.1 |
S037 | P018 | D004 | 59.3 |
S003 | P037 | D011 | 95.8 |
S035 | P005 | D001 | 122.4 |
S028 | P035 | D006 | 118.2 |
S035 | P006 | D023 | 81.1 |
S009 | P041 | D013 | 45.6 |
S027 | P011 | D017 | 82.4 |
S045 | P040 | D002 | 67.5 |
S017 | P024 | D020 | 131 |
S017 | P020 | D009 | 64.4 |
S186 | P056 | D101 | 465.5 |
S015 | P018 | D003 | 157.6 |
S023 | P023 | D023 | 480 |
S035 | P027 | D020 | 17.2 |
S025 | P042 | D020 | 48.9 |
S042 | P020 | D025 | 116.4 |
S031 | P009 | D005 | 220.8 |
S019 | P018 | D020 | 72.3 |
S026 | P027 | D010 | 40.2 |
S027 | P014 | D017 | 40.1 |
S018 | P029 | D021 | 63.4 |
S044 | P018 | D011 | 15 |
S017 | P023 | D008 | 112.3 |
S017 | P039 | D021 | 115.8 |
S044 | P020 | D020 | 24.7 |
S018 | P035 | D017 | 146.3 |
S031 | P027 | D025 | 18.2 |
S039 | P041 | D018 | 460.9 |
S027 | P026 | D026 | 55.6 |
S017 | P025 | D004 | 60.9 |
S022 | P068 | D113 | 64.6 |
S004 | P026 | D007 | 112.2 |
S043 | P034 | D013 | 192.6 |
S015 | P038 | D024 | 140.4 |
S022 | P007 | D004 | 147.3 |
S037 | P006 | D017 | 262.2 |
S001 | P038 | D016 | 446.2 |
S040 | P001 | D017 | 62.2 |
S046 | P027 | D005 | 94.7 |
S001 | P010 | D015 | 187.9 |
S043 | P001 | D001 | 126.2 |
S024 | P038 | D007 | 35.2 |
S043 | P034 | D023 | 51.7 |
S018 | P004 | D017 | 211.1 |
S035 | P018 | D010 | 70.3 |
S017 | P029 | D024 | 102.4 |
S046 | P017 | D015 | 79.1 |
S003 | P016 | D010 | 302.1 |
S037 | P032 | D007 | 100.9 |
S020 | P009 | D026 | 67.1 |
S035 | P033 | D008 | 63.9 |
S043 | P039 | D010 | 32.8 |
S012 | P037 | D009 | 480 |
S009 | P036 | D018 | 47.1 |
S042 | P002 | D016 | 150.8 |
S039 | P014 | D011 | 239.6 |
S017 | P020 | D003 | 115.2 |
S043 | P004 | D020 | 20.6 |
S003 | P010 | D022 | 85.2 |
S032 | P014 | D011 | 126.5 |
S027 | P028 | D026 | 115.9 |
S043 | P016 | D026 | 126.9 |
S042 | P027 | D019 | 84.3 |
S015 | P040 | D002 | 159.7 |
S040 | P023 | D023 | 18.1 |
S043 | P030 | D026 | 54 |
S039 | P020 | D002 | 462.7 |
S031 | P016 | D024 | 39.6 |
S012 | P023 | D017 | 278.7 |
S007 | P020 | D025 | 84.1 |
S003 | P004 | D017 | 191.9 |
S003 | P036 | D026 | 30 |
S043 | P026 | D010 | 29.1 |
S092 | P183 | D152 | 445.4 |
S032 | P009 | D024 | 60.2 |
S039 | P002 | D007 | 345.1 |
S040 | P012 | D008 | 173.8 |
S035 | P007 | D022 | 45.4 |
S016 | P013 | D017 | 90.6 |
S007 | P014 | D002 | 111.5 |
S102 | P042 | D092 | 42 |
S012 | P029 | D008 | 15.3 |
S040 | P002 | D020 | 20.1 |
S040 | P039 | D004 | 88.6 |
S044 | P025 | D006 | 76.2 |
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Check out the documentation for more information.
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 identifierprocedure_code: Anonymized procedure typepost_op_destination: Anonymized post-operative destinationduration_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
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