Machine learning-based clinical decision support using laboratory data
HC Çubukçu, Dİ Topcu, S Yenice - Clinical Chemistry and Laboratory …, 2024 - degruyter.com
Artificial intelligence (AI) and machine learning (ML) are becoming vital in laboratory
medicine and the broader context of healthcare. In this review article, we summarized the …
medicine and the broader context of healthcare. In this review article, we summarized the …
Review on activity-based detection of doping substances and growth promotors in biological matrices: do bioassays deserve a place in control programs?
Background Control programs such as anti-doping control and growth promotor residue
surveillance programs are challenged by the emergence of designer drugs and the use of …
surveillance programs are challenged by the emergence of designer drugs and the use of …
Untargeted Detection of HIF Stabilizers in Doping Samples: Activity-Based Screening with a Stable In Vitro Bioassay
LK Janssens, L De Wilde, P Van Eenoo… - Analytical …, 2023 - ACS Publications
Hypoxia-inducible factor (HIF) stabilizers are listed in the World Anti-Doping Agency's
prohibited list as they can increase aerobic exercise capacity. The rapid pace of emergence …
prohibited list as they can increase aerobic exercise capacity. The rapid pace of emergence …
Activity-based detection of synthetic cannabinoid receptor agonists in plant materials
A Timmerman, M Balcaen, V Coopman… - Harm Reduction …, 2024 - Springer
Background Since late 2019, fortification of 'regular'cannabis plant material with synthetic
cannabinoid receptor agonists (SCRAs) has become a notable phenomenon on the drug …
cannabinoid receptor agonists (SCRAs) has become a notable phenomenon on the drug …
Interpreting mono-and poly-SCRA intoxications from an activity-based point of view: JWH-018 equivalents in serum as a comparative measure
LK Janssens, MJ Sommer, KE Grafinger… - Archives of …, 2024 - Springer
Synthetic cannabinoid receptor agonists (SCRAs) are a class of synthetic drugs that mimic
and greatly surpass the effect of recreational cannabis. Acute SCRA intoxications are in …
and greatly surpass the effect of recreational cannabis. Acute SCRA intoxications are in …
Linking in vitro and ex vivo CB1 activity with serum concentrations and clinical features in 5F-MDMB-PICA users to better understand SCRAs and their metabolites
LK Janssens, S Hudson, DM Wood, C Wolfe… - Archives of …, 2022 - Springer
Synthetic cannabinoid receptor agonists (SCRAs) pose a danger to public health. This study
focused on individuals experiencing recreational drug toxicity who had used 5F-MDMB …
focused on individuals experiencing recreational drug toxicity who had used 5F-MDMB …
From 2015 to 2023: How Machine Learning Aids Natural Product Analysis
In recent years, conventional chemistry techniques have faced significant challenges due to
their inherent limitations, struggling to cope with the increasing complexity of and volume of …
their inherent limitations, struggling to cope with the increasing complexity of and volume of …
Novel Receptor-Binding-Based Assay for the Detection of Opioids in Human Urine Samples
M Bergerhoff, B Moosmann - Analytical Chemistry, 2023 - ACS Publications
Consumption of opioids is a growing global health problem. The gold standard for drugs of
abuse screening is immunochemical assays. However, this method comes with some …
abuse screening is immunochemical assays. However, this method comes with some …
Toward a personal drug detection assistant: machine learning for detection of synthetic cannabinoid receptor agonists
S Haymond - Clinical chemistry, 2022 - academic.oup.com
Detection of novel psychoactive substances such as synthetic cannabinoid receptor
agonists (SCRAs) is a worldwide problem with serious clinical and public health …
agonists (SCRAs) is a worldwide problem with serious clinical and public health …