[HTML][HTML] Machine learning and natural language processing in mental health: systematic review

A Le Glaz, Y Haralambous, DH Kim-Dufor… - Journal of medical …, 2021 - jmir.org
Background Machine learning systems are part of the field of artificial intelligence that
automatically learn models from data to make better decisions. Natural language processing …

Nootropics as cognitive enhancers: types, dosage and side effects of smart drugs

M Malík, P Tlustoš - Nutrients, 2022 - mdpi.com
Nootropics, also known as “smart drugs” are a diverse group of medicinal substances whose
action improves human thinking, learning, and memory, especially in cases where these …

Text classification models for the automatic detection of nonmedical prescription medication use from social media

MA Al-Garadi, YC Yang, H Cai, Y Ruan… - BMC medical informatics …, 2021 - Springer
Background Prescription medication (PM) misuse/abuse has emerged as a national crisis in
the United States, and social media has been suggested as a potential resource for …

Acute effects of MDMA and LSD co-administration in a double-blind placebo-controlled study in healthy participants

I Straumann, L Ley, F Holze, AM Becker… - …, 2023 - nature.com
There is renewed interest in the use of lysergic acid diethylamide (LSD) in psychiatric
research and practice. Although acute subjective effects of LSD are mostly positive, negative …

Who uses digital drugs? An international survey of 'binaural beat'consumers

MJ Barratt, A Maddox, N Smith, JL Davis… - Drug and Alcohol …, 2022 - Wiley Online Library
Introduction Digital drugs, or binaural beats claimed to elicit specific cognitive or emotional
states, are a phenomenon about which little is known. In this brief report, we describe …

Mining social media for prescription medication abuse monitoring: a review and proposal for a data-centric framework

A Sarker, A DeRoos, J Perrone - Journal of the American …, 2020 - academic.oup.com
Objective Prescription medication (PM) misuse and abuse is a major health problem
globally, and a number of recent studies have focused on exploring social media as a …

Psychedelic experience dose-dependently modulated by cannabis: results of a prospective online survey

J Kuc, H Kettner, F Rosas, D Erritzoe, E Haijen… - …, 2022 - Springer
Rationale. Classic psychedelics are currently being studied as novel treatments for a range
of psychiatric disorders. However, research on how psychedelics interact with other …

Misuse of prescription and over-the-counter drugs to obtain illicit highs: How pharmacists can prevent abuse

S Chiappini, A Guirguis, J Corkery… - The Pharmaceutical …, 2020 - uhra.herts.ac.uk
There have been increasing reports of misuse of a range of prescription and over-the-
counter (OTC) drugs for recreational purposes. The use of psychoactive pharmaceuticals …

[HTML][HTML] Interpol review of controlled substances 2016–2019

NS Jones, JH Comparin - Forensic science international: synergy, 2020 - Elsevier
This review paper covers the forensic-relevant literature in controlled substances from 2016
to 2019 as a part of the 19th Interpol International Forensic Science Managers Symposium …

[HTML][HTML] Large-scale social media analysis reveals emotions associated with nonmedical prescription drug use

AGM Ali, S LoveJennifer - Health data science, 2022 - spj.science.org
Background. The behaviors and emotions associated with and reasons for nonmedical
prescription drug use (NMPDU) are not well-captured through traditional instruments such …