Table 1 AUD-dataset description
From: AUD-DSS: a decision support system for early detection of patients with alcohol use disorder
Variable | Description | Missing ratio (%) | P-value | Feature range | |
|---|---|---|---|---|---|
AUD-positive | AUD-negative | ||||
AUD status | AUD-Positive / AUD-Negative |  |  | – | – |
Gender | Male or Female | 0 | 0 | < 0.05 | \(\left({f}_{1},{f}_{2}\right)\) |
Age | Age of patient at time of Relay study | 0 | 0 | < 0.05 | \(\left({f}_{3}\right)\) |
Admission type | Admitted patients or outpatients | 0 | 0 | < 0.05 | \(\left({f}_{4},{f}_{5}\right)\) |
LOS | The amount of time the patient spent at the hospital for each visit | 0 | 0 | < 0.05 | \(\left({f}_{6}\right)\) |
ED | If the patient visited the emergency department prior to admission | 0 | 0 | < 0.05 | \(\left({f}_{7},{f}_{8}\right)\) |
ICU | If the patient was transferred to the ICU | 0 | 0 | < 0.05 | \(\left({f}_{9},{f}_{10}\right)\) |
Action Diagnosis | Reason why patients visited the hospital, scored according to the Danish version of ICD10 codes | 0 | 0 | – | \(\left({f}_{11},{f}_{12},\dots ,{f}_{361}\right)\) |
DBP | Diastolic Blood pressure | 4 | 22 | < 0.05 | \(\left({f}_{362}\right)\) |
SBP | Systolic Blood pressure | 4 | 22 | < 0.05 | \(\left({f}_{363}\right)\) |
SaO2 | Oxygen saturation | 6 | 37 | 0.06 | \(\left({f}_{364}\right)\) |
Temp | Body temperature | 8 | 50 | 0.99 | \(\left({f}_{365}\right)\) |
BMI | Body mass index | 9 | 41 | < 0.05 | \(\left({f}_{366}\right)\) |
Weight | Weight of patients | 9 | 41 | < 0.05 | \(\left({f}_{367}\right)\) |