Clinical and Hospital Factors for Mechanically Ventilated AICU Patients, 2019-2023

Abera Mulatu Uma's dataset contains clinical and hospital-related factors for 411 mechanically ventilated patients in the AICU at JMC. The data covers the period from 2019 to 2023 and is available as a 9.5 KB XLS file on figshare.

Use Cases

• Identify risk factors for prolonged ventilation based on clinical variables mentioned in the description.
• Analyze hospital resource utilization patterns for ventilated patients based on hospital-related factors.
• Model patient outcomes in the AICU based on the combination of clinical and hospital data.
• Benchmark clinical practices at JMC against other institutions using the described factors.

Strengths

• Contains 411 patient records, providing a substantive cohort for analysis.
• Covers a 5-year time range (2019-2023), allowing for temporal trend observation.
• Released under a permissive CC-BY-4.0 license, facilitating reuse and sharing.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for some modeling tasks.
• Data is from a single institution (JMC), which may limit generalizability.

Provenance

Source

figshare, authored by Abera Mulatu Uma.

Collection Method

Likely collected from hospital records at JMC.

Time Range

2019-2023

Freshness

Last updated 2026-04-21 17:45:32; freshness should be verified.

Geography

Location is implied to be JMC; specific geography is unknown.