Psychiatry

Addictions

Latest AI and machine learning research in addictions for healthcare professionals.

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Enlarged Perivascular Spaces and Modifiable Vascular Risk Factors: Cross-Sectional and Longitudinal Analysis in the UK Biobank Cohort.

OBJECTIVE: To examine cross-sectional and longitudinal associations between vascular risk factors, APOE genotype, and perivascular spaces (PVS), with attention to sex- and region-specific patterns in older adults. DESIGN: Population-based observational study using automated PVS quantification and multivariable regression models. SETTING: UK Biobank, a large prospective cohort study of community-dw...

Dec 6 2025 41456992

Applying machine learning in predicting medication treatment outcomes for opioid use disorder.

BACKGROUND: While medication for opioid use disorder (MOUD) is effective for a significant proportion of patients, many return to using opioids during treatment. Understanding which factors lead to successful treatment informs the development of implementation approaches that can improve outcomes. This manuscript and its accompanying website provide an applied introduction to interpretable machine...

Dec 5 2025 41354304
Pharmacoepidemiologic characterization of cannabis use and symptomatology in rheumatology using natural language processing of electronic health record clinic notes.

Up to 70% of patients with autoimmune rheumatic diseases (ARDs), including rheumatoid arthritis, psoriatic arthritis, and systemic lupus erythematosus...

Dec 5 2025 41354127
Assessment of Artificial Intelligence (AI)-Powered Self-Care Recommendations for Management of Minor Ailments: A Comparative Analysis.

INTRODUCTION: Self-care and self-medication are increasingly viewed as helpful approaches to managing minor ailments; however, patients are often not ...

Dec 3 2025 41339129
Spatial heterogeneity and evolutionary pathways of PM2.5 pollution driven by urbanization in China to 2100.

With the continued acceleration of global urbanization, PM2.5 pollution has become a critical environmental constraint to sustainable urban developmen...

Dec 3 2025 41349667
KLRB1 and IL12RB1 are pretherapeutic predictors of time to relapse in patients with psoriasis treated with IL-17 blockade.

BACKGROUND: Relapse of psoriasis after the cessation of treatment remains an unresolved clinical challenge. OBJECTIVE: To identify predictors of risk ...

Nov 28 2025 41319713
Clinical Efficacy of Real-Time Artificial Intelligence-Assisted Colonoscopy in Colorectal Polyp Detection: A Prospective Multicenter Randomized Controlled Trial.

BACKGROUND/AIMS: Early detection and removal of colon polyps are critical for preventing colorectal cancer. Computer-aided detection (CADe) systems ha...

Nov 27 2025 41306099
Applications of artificial intelligence-based conversational agents in healthcare: A systematic umbrella review.

BACKGROUND: Artificial intelligence-based conversational agents (AI-based CAs) have emerged as essential tools for communication and service delivery ...

Nov 26 2025 41337874
Cancer as a main contributor to multimorbidity in the UK Biobank: analysis of risk factors using conventional statistical modelling and machine learning.

Cancer frequently co-occurs with other chronic conditions, contributing substantially to disease burden. Multimorbidity is an increasing public health...

Nov 18 2025 41247703
Machine learning to predict complications after salvage surgery in head and neck cancers.

The aim of this study was to develop a machine learning classification model that can forecast salvage surgery complications. This was a retrospective...

Nov 17 2025 41253618
Revisiting drunk driving risk among individuals with alcohol use disorder using unsupervised learning: From clinical characteristics and neuropsychological performance to EEG data.

The strong association between alcohol use disorder (AUD) and driving under the influence of alcohol (DUIA) suggests substantial overlaps across the b...

Nov 17 2025 41260368
Colonoscopy Quality and Strategies for Improvement.

Colonoscopy plays a pivotal role in colorectal cancer (CRC) screening and reduces CRC incidence and mortality. Its effectiveness depends on colonoscop...

Nov 17 2025 41243630
Mental health at risk: Predicting psychological distress in Australian youth through machine learning models.

BACKGROUND: Psychological distress among youth is a growing global health concern and a leading non-communicable disease burden. Early and accurate pr...

Nov 15 2025 41248855
Ethanol consumption has minimal effects on cancellous bone architecture in femur and lumbar vertebra in two species of non-human primates.

Alcohol abuse is a risk factor for atraumatic fractures. Our previous work using a non-human primate model of voluntary ethanol consumption showed tha...

Nov 9 2025 41218720
Renal Cell Carcinoma subtyping: Learning from multi-resolution localization.

BACKGROUND AND OBJECTIVE: Renal Cell Carcinoma (RCC) is often diagnosed at advanced stages, limiting treatment options. Since prognosis depends on tum...

Nov 7 2025 41207171
TurkerPat: EEG-Based detection of hunger, thirst, and nicotine withdrawal.

BACKGROUND: One of the primary objectives of neuroscience is to gather information from the brain. Therefore, brain data are crucial for understanding...

Nov 5 2025 41203190
Modeling and forecasting vibrio vulnificus concentration of long-range dependence on marine environmental conditions.

Vibrio vulnificus (vvh) is an epidemiologically significant bacterium that naturally occurs in coastal waters under favorable environmental conditions...

Nov 5 2025 41205331
Multiomic insights into the MPO-mediated NET formation pathway in alcohol-induced epilepsy risk.

Epilepsy is a highly prevalent chronic central nervous system disorder that imposes substantial societal and economic burdens. Inconsistent associatio...

Nov 1 2025 41674657
Multidimensional quantification of pain responses using novel rat pain scale reveals the absence of opioid induced hyperalgesia following chronic contingent and non-contingent morphine exposure in rats.

Opioids are often prescribed to treat chronic and post-operative pain, but there is data to suggest that opioid exposure can lead to hyperalgesia or a...

Oct 27 2025 41161353
Phase-sensitive individualized pharmacotherapy for alcohol use disorder.

Alcohol use disorder (AUD) is a prevalent psychiatric disorder that continually causes significant suffering. Although pharmacotherapies are available...

Oct 26 2025 41151669
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