ArticleScientific data2024
INSPIRE, a publicly available research dataset for perioperative medicine.
Article in Scientific data, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 50 papers.
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Who cites it
50 citing papers in PubMed.
- Article
- Comparative epidemiology of intraoperative hypotension and hypoxemia across three large retrospective cohorts.Anaesthesia, critical care & pain medicine · 2026Article
- PhysioNet As A Global Platform for Biomedical Research.Nature health · 2026Article
- From association to attribution: intraoperative hypotension and hypoalbuminemia as partial pathways linking comorbidity to postoperative kidney injury.Korean journal of anesthesiology · 2026Article
- Systemic fragility in European total intravenous anesthesia delivery and opportunities for resilient real-time decision support.Communications medicine · 2026Review
- The impact of preoperative comorbidity and intraoperative hypotension on postoperative acute kidney injury after non-cardiac surgery: a structural equation modeling-based mediation analysis.Korean journal of anesthesiology · 2026Article
- Blood pressure thresholds for the administration of balanced crystalloids and the effect on intra-operative hypotension: A proof-of-concept causal inference analysis featuring idealised dynamic treatment regimens.European journal of anaesthesiology · 2026Observational
- Healthcare-Based Multimodal Recovery Prediction for the Warfighter: A Retrospective Study.Military medicine · 2026Article
- Machine Learning for Predicting Critical Postoperative Interventions: Proof-of-Concept Study Using the INSPIRE Dataset.JMIR perioperative medicine · 2026Article
- Postoperative cerebral infarction after major thoracic and abdominopelvic surgery: a retrospective single-centre cohort study of incidence, risk factors, and outcomes.BMC anesthesiology · 2026Observational
- HeLP-BAG score: a novel data-driven scoring system for predicting post-operative 30-day mortality using 24-hour preoperative data.BMC anesthesiology · 2026Article
- Integration of stress hyperglycemia ratio and c-reactive protein level improves postoperative acute kidney injury risk stratification after noncardiac surgery: A nested case-control study.Pakistan journal of medical sciences · 2026Article
- Comparison of large language models and conventional machine learning in postoperative outcome prediction: a retrospective, multi-national development and validation study.Korean journal of anesthesiology · 2026Article
- Article
- Integration of intraoperative data in interpretable machine learning models to predict postoperative AKI in noncardiac surgery patients.JAMIA open · 2026Article
- Cohort profile: PeRiOperative sTress risk assEssment and Clinical decision cohorT (PROTECT), a multi-center observational study based on real-world data.BMC geriatrics · 2026Observational
- Multicenter validation and updating of the ELDER-ICU model for severity assessment in elderly critical illness.NPJ digital medicine · 2026Article
- Impact of sex on the association between neutrophil percentage-to-albumin ratio and mortality in perioperative patients with chronic kidney disease: a retrospective analysis of the INSPIRE database.Perioperative medicine (London, England) · 2026Article
- Article
- Association between lactate-to-albumin ratio and clinical outcomes in perioperative patients with chronic kidney disease: a retrospective cohort study based on INSPIRE database.Clinical and experimental nephrology · 2026Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
We present the INSPIRE dataset, a publicly available research dataset in perioperative medicine, which includes approximately 130,000 surgical operations at an academic institution in South Korea over a ten-year period between 2011 and 2020. This comprehensive dataset includes patient characteristics such as age, sex, American Society of Anesthesiologists physical status classification, diagnosis, surgical procedure code, department, and type of anaesthesia. The dataset also includes vital signs in the operating theatre, general wards, and intensive care units (ICUs), laboratory results from six months before admission to six months after discharge, and medication during hospitalisation. Complications include total hospital and ICU length of stay and in-hospital death. We hope this dataset will inspire collaborative research and development in perioperative medicine and serve as a reproducible external validation dataset to improve surgical outcomes.
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