A retrospective study of 94 adult patients who underwent non-complicated cardiac surgery at the University Hospital of the Federal University of Maranhão between November 2010 and October 2012. The dataset compares outcomes for patients receiving 12 hours versus 24 hours of physiotherapeutic care in the Cardiac ICU. It was created by Daniel Lago Borges of the Universidade do Estado do Rio de Janeiro.
Use Cases
- Modeling the duration of mechanical ventilation based on physiotherapy care schedules.
- Predicting the likelihood of extubation within 6 hours using patient care protocol features.
- Analyzing the rate of scheduled versus unscheduled extubations in relation to nighttime care.
Strengths
- Dataset includes 94 patient records from a controlled clinical study.
- Statistical significance (p<0.05) is reported for key outcome comparisons, such as a 2-hour reduction in ventilation time.
- Clear comparison between two distinct time periods with different care protocols (12-hour vs 24-hour physiotherapy).
Limitations
- Row count and column-level documentation are absent; field semantics must be inferred after download.
- Data may reflect geographic and temporal bias inherent to a single hospital study from 2010-2012.
- Description metadata is limited; actual data quality and completeness require manual inspection after download.
Provenance
- Source
- paperswithcode
- Collection Method
- Documentary and retrospective study of patient records.
- Time Range
- November 2010 to October 2012
- Geography
- University Hospital of the Federal University of Maranhão, Brazil