AUD-DSS: a decision support system for early detection of patients with alcohol use disorder
Background Alcohol use disorder (AUD) causes significant morbidity, mortality, and injuries.
According to reports, approximately 5% of all registered deaths in Denmark could be due to …
According to reports, approximately 5% of all registered deaths in Denmark could be due to …
Predicting the risk of alcohol use disorder using machine learning: a systematic literature review
The number of deaths caused by alcohol-related diseases may be reduced by predicting
alcohol use disorder (AUD). Many researchers have worked on AUD prediction using …
alcohol use disorder (AUD). Many researchers have worked on AUD prediction using …
Identification of clinical factors related to prediction of alcohol use disorder from electronic health records using feature selection methods
Background High dimensionality in electronic health records (EHR) causes a significant
computational problem for any systematic search for predictive, diagnostic, or prognostic …
computational problem for any systematic search for predictive, diagnostic, or prognostic …
Machine Learning Applications and Advancements in Alcohol Use Disorder: A Systematic Review
M Hurtado, A Siefkas, MM Attwood, Z Iqbal, J Hoffman - medRxiv, 2022 - medrxiv.org
Background Alcohol use disorder (AUD) is a chronic mental disorder that leads to harmful,
compulsive drinking patterns that can have serious consequences. Advancements are …
compulsive drinking patterns that can have serious consequences. Advancements are …
A predictive machine learning model to determine alcohol use disorder
A Ebrahimi, UK Wiil, K Andersen… - … IEEE Symposium on …, 2020 - ieeexplore.ieee.org
Prediction of alcohol use disorder (AUD) may reduce the number of deaths caused by
alcohol-related diseases. However, prediction of AUD based on patients' historical clinical …
alcohol-related diseases. However, prediction of AUD based on patients' historical clinical …
AIM in Alcohol and Drug Dependence
Abstract Substance Use Disorders (SUD) including alcohol and drug dependence are one
of the major healthcare challenges in industrialized countries. Since substance use does not …
of the major healthcare challenges in industrialized countries. Since substance use does not …
The prediction of alcohol use disorder: a scoping review
The prediction of Alcohol Use Disorder (AUD) may help to alleviate the number of deaths
caused by alcohol related diseases, which had amounted to 3.3 million in 2014, worldwide …
caused by alcohol related diseases, which had amounted to 3.3 million in 2014, worldwide …
Common Laboratory Parameters Are Useful for Screening for Alcohol Use Disorder: Designing a Predictive Model Using Machine Learning
J Pinar-Sanchez, P Bermejo López… - Journal of Clinical …, 2022 - mdpi.com
The diagnosis of alcohol use disorder (AUD) remains a difficult challenge, and some
patients may not be adequately diagnosed. This study aims to identify an optimum …
patients may not be adequately diagnosed. This study aims to identify an optimum …
Comparing four algorithms in predicting the risk of driving under the influence of alcohol among individuals with alcohol use disorder
HJ Chiu, CK Sun, YL Liu, YR Sue, PY Yeh - Current Psychology, 2024 - Springer
Driving under the influence of alcohol (DUIA) is closely associated with alcohol use disorder
(AUD) because of significant impacts of alcoholism on brain functions related to response …
(AUD) because of significant impacts of alcoholism on brain functions related to response …
Machine learning prediction of dropping out of outpatients with alcohol use disorders
SJ Park, SJ Lee, HM Kim, JK Kim, JW Chun, SJ Lee… - Plos one, 2021 - journals.plos.org
Background Alcohol use disorder (AUD) is a chronic disease with a higher recurrence rate
than that of other mental illnesses. Moreover, it requires continuous outpatient treatment for …
than that of other mental illnesses. Moreover, it requires continuous outpatient treatment for …