Consecutive all-comers with the final diagnosis “NSTEMI” (I21.4) according to the ICD-10-codes admitted during the year 2013 were retrospectively enrolled. After standardized evaluation of the documentation fo
From the MIMIC-IV dataset, we use 50504 patient treatments, with each patient treated at the ICU [22] and has at least one International Classification of Diseases (ICD) code for a diagnosis and procedure coded in their patient record. A patient may have multiple stays in the ICU through...
In the hospital setting, the low-risk group comprised patients discharged with a non-specific chest pain diagnosis (ICD-10 codes R07.4 and Z03.5). Loss of health related to a potential increase in acute myocardial infarctions the following 30-days was estimated. The primary outcome measure was...
pure supervised and semi-supervised machine learning approaches (i.e., without also applying domain relevant rules) still struggle with achieving the high recall and precision rates that are required for patient diagnosis and treatment [18,27
We conducted a cohort study of individuals aged 15–65 with a diagnosis of severe mental illness through linkage of population-based registers in Sweden divided into derivation and external validation datasets. We included schizophrenia-spectrum disorders (ICD-8: 295, 297–299; ICD-9: 295, 297–...
You try to cut and paste his behavior onto the theory you have about it, or a label that you have, out of the DSM or ICD, or any other source. It's not very scientific. Again, it's loaded up with confirmation bias - once you have an idea about the guy then you see how it...
All patients with drug or ethanol poisoning (with an ICD-10 F1x.0 diagnosis) as a main or secondary diagnosis were included. Validity of the diagnosis was checked by the researchers. We excluded minors under the age of 16 and presentations not related to acute ethanol or drug toxicity (e....