A study of 150 patients undergoing prolonged orotracheal intubation, evaluating factors associated with post-extubation dysphagia. The dataset likely contains patient records with variables including age, mortality, intubation days, sessions to introduce oral diet, and hospital discharge days. The research was conducted by Fernanda Chiarion Sassi and published via the paperswithcode platform.
Use Cases
- Predicting dysphagia risk based on patient age and intubation duration mentioned in the description
- Analyzing the correlation between dysphagia severity (ASHA NOMS levels) and hospital length of stay
- Modeling patient mortality risk using variables like SOFA score and deglutition functional level
- Identifying patient subgroups for targeted interventions based on sessions needed to introduce oral diet
Strengths
- Includes data from 150 patient participants
- Variables are explicitly defined in the abstract, including age, mortality, and clinical scores (ASHA NOMS, SOFA)
- Statistical significance (p-values) for key associations is reported in the description
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
- Last update date is unknown; freshness unverified
Provenance
- Source
- paperswithcode
- Collection Method
- Clinical study involving patient evaluation and variable collection as described in the abstract.