Precision psychiatry applications with pharmacogenomics: artificial intelligence and machine learning approaches

E Lin, CH Lin, HY Lane - International journal of molecular sciences, 2020 - mdpi.com
A growing body of evidence now suggests that precision psychiatry, an interdisciplinary field
of psychiatry, precision medicine, and pharmacogenomics, serves as an indispensable …

[HTML][HTML] Machine Learning and Pharmacogenomics at the Time of Precision Psychiatry

A Del Casale, G Sarli, P Bargagna… - Current …, 2023 - ncbi.nlm.nih.gov
Traditional medicine and biomedical sciences are reaching a turning point because of the
constantly growing impact and volume of Big Data. Machine Learning (ML) techniques and …

Identification of ferroptosis-associated biomarkers for the potential diagnosis and treatment of postmenopausal osteoporosis

Y Hu, J Han, S Ding, S Liu, H Wang - Frontiers in Endocrinology, 2022 - frontiersin.org
Objective Postmenopausal osteoporosis (PMOP) is one of the most commonly occurring
conditions worldwide and is characterized by estrogen deficiency as well as persistent …

Divergent directionality of immune cell-specific protein expression between bipolar lithium responders and non-responders revealed by enhanced flow cytometry

K Gao, NM Kaye, M Ayati, M Koyuturk, JR Calabrese… - Medicina, 2023 - mdpi.com
Background and Objectives: There is no biomarker to predict lithium response. This study
used CellPrint™ enhanced flow cytometry to study 28 proteins representing a spectrum of …

Predicting serum levels of lithium-treated patients: A supervised machine learning approach

CW Hsu, SY Tsai, LJ Wang, CS Liang, AF Carvalho… - Biomedicines, 2021 - mdpi.com
Routine monitoring of lithium levels is common clinical practice. This is because the lithium
prediction strategies available developed by previous studies are still limited due to …

The role of gender pharmacogenetics in the personalization of drug treatment

E Cecchin, B Posocco, S Mezzalira… - … of Pharmacology and …, 2023 - ASPET
The use of pharmacogenetic guidelines in personalizing treatments has shown the potential
to reduce interindividual variability in drug response by enabling genotype-matched dosing …

The effects of sex on pharmacogenetically guided drug treatment

S Mezzalira, G Toffoli - Pharmacogenomics, 2021 - Taylor & Francis
Full article: The Effects of Sex on Pharmacogenetically Guided Drug Treatment Skip to Main
Content Taylor and Francis Online homepage Taylor and Francis Online homepage Access …

Association of sleep among 30 antidepressants: a population-wide adverse drug reaction study, 2004–2019

AR Eugene - PeerJ, 2020 - peerj.com
Background Sleep is one of the most essential processes required to maintain a healthy
human life, and patients experiencing psychiatric illness often experience an inability to …

[HTML][HTML] Challenges and prospects in bridging precision medicine and artificial intelligence in genomic psychiatric treatment

UE Okpete, H Byeon - World Journal of Psychiatry, 2024 - ncbi.nlm.nih.gov
Precision medicine is transforming psychiatric treatment by tailoring personalized healthcare
interventions based on clinical, genetic, environmental, and lifestyle factors to optimize …

[HTML][HTML] Combining ion mobility spectrometry and chemometrics for detecting synthetic colorants in black tea: A reliable and fast method

M Sobhaninia, A Mani-Varnosfaderani, M Barzegar… - Food Chemistry: X, 2024 - Elsevier
Black tea (Camellia sinensis) is a widely consumed beverage and is subjected to
adulteration. In this study, the combination of ion mobility spectrometry and machine …