The teleICU database allowed for large-scale evaluation of APACHE IV and IVa predictions by comparing predicted values to the actual, recorded patient outcomes ...
The objective of the transition from APACHE version IV to IVa was to improve scoring ... Learning Applications: APACHE IV/IVa Case Study. Baran Balkan, Patrick ...
The teleICU database allowed for large-scale evaluation of APACHE IV and IVa predictions by comparing predicted values to the actual, recorded patient outcomes ...
Evaluating ICU Clinical Severity Scoring Systems and Machine ...
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Evaluating ICU Clinical Severity Scoring Systems and Machine Learning Applications: APACHE IV/IVa Case Study. Baran Balkan, Patrick Essay, Vignesh Subbian.
We investigated the performance of the severity scoring systems Acute Physiology and Chronic Health Evaluation IVa (APACHE IVa), Oxford Acute Severity of ...
Oct 26, 2022 · Subbian, "Evaluating ICU Clinical Severity Scoring Systems and Machine Learning Applications: APACHE IV/IVa Case Study," 2018 40th Annual ...
Apr 11, 2023 · This study aimed to validate the performance of the APACHE IV score in predicting ICU LOS among patients with sepsis.
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May 31, 2022 · This study aims to systematically review and meta-analyze studies that compare binary classification ML models with the severity of illness ...
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The findings indicate that these scoring systems offer valuable insights into the clinical prognosis of patients in the neurosurgical ICU, ...
Dec 26, 2018 · This study compares the performance of APACHE IVa in several common subgroups of ICU patients to the performance of APACHE IVa and a referent scoring system.
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