Sepsis Patient Data with 3-Day Energy Deficit and 28-Day Mortality Outcomes

360 ICU patient records from a retrospective study at the Affiliated Hospital of Inner Mongolia Medical University from January 2022 to January 2025. Age and a 3-day cumulative energy deficit were identified as independent predictors of 28-day mortality, with the energy deficit achieving an AUC of 0.881. The dataset likely contains clinical variables like APACHE II and SOFA scores for patients with sepsis and nutritional risk.

Use Cases

• Predicting 28-day mortality in septic ICU patients based on age and early energy deficit.
• Training risk stratification models using clinical scores like APACHE II, SOFA, and NRS-2002.
• Analyzing the association between cumulative energy deficit and organ failure scores.
• Designing interventional studies for nutritional optimization in high-risk sepsis patients.

Strengths

• Dataset includes 360 patient records with a clear 28-day mortality outcome (55 non-survivors).
• Key predictive variables like age, APACHE II, SOFA, and NRS-2002 scores are reported with statistical significance.
• A specific, validated cutoff for 3-day cumulative energy deficit (≥2,916 kcal) is provided for risk stratification.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Data may reflect geographic bias inherent to a single hospital in Inner Mongolia.
• Row count is unknown for the original 516 eligible patients, which may limit suitability assessment.

Provenance

Source

Affiliated Hospital of Inner Mongolia Medical University

Collection Method

Retrospective analysis of clinical data from ICU patients.

Time Range

January 2022 to January 2025

Freshness

Last updated 2026-06-04 04:27:14; freshness should be verified.

Geography

Inner Mongolia, China