HCTO Generator — Hemorrhage Control and Tourniquet Outcomes
Year: 2026
Type: article
Abstract: This upload contains the technical documentation and a free evaluation demo of the generator (100 casualties, watermarked) — not the full generator. The full generator ($790) is available on the product page: https://sentineldata.com.ua/dataset/hcto-generator-hemorrhage-control-tourniquet-outcomes Contents of this upload: File Description Size HCTO_generator_passport_EN.pdf Generator Passport (1 page): what the generator is, usage, parameters, reproducibility, requirements 44.9 kB HCTO_demo_passport_EN.pdf Demo Passport (1 page): safeguards, contents, restriction 44.5 kB DEMO.7z Demo archive (7-Zip): HCTO_demo_main.parquet (100 casualties × 82 columns, including the demo_watermark column), HCTO_demo_vitals.parquet (1,330 rows × 6 columns), hcto_demo.py, HCTO_demo_passport_EN.pdf 62.2 kB The demo was recomputed from the shipped files before publication: 100 casualties with ids DEMO-HCTO-000001 … DEMO-HCTO-000100, 82 columns, 1,330 vitals rows, no missing values. Licence of the files in this upload: CC BY-NC 4.0. The full generator is licensed separately through the product page. This generator is the Python code behind the synthetic dataset HCTO — Hemorrhage Control and Tourniquet Outcomes (25,000 combat casualties with extremity and junctional hemorrhage, 81 fields plus 5-minute vital signs, $290): https://sentineldata.com.ua/dataset/hcto-hemorrhage-control-tourniquet-outcomes ... Full description with all tables is on the Wiki page of this project. Full dataset and purchase: https://sentineldata.com.ua/dataset/hcto-generator-hemorrhage-control-tourniquet-outcomes . Zenodo copy: https://doi.org/10.5281/zenodo.23454459
Source: Open Science Framework
Author: Maksym Chekerskyi
Language: English
Subfield: Hematology
Field: Medicine
Domain: Health Sciences
Open Access status: green
OpenAlex ID: W7225461560