Psychiatry

Addictions

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

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Beyond pairwise dependence: A multi-filter fusion network for graph representation learning.

Polynomial graph filters have been widely used as guiding principles in the design of spectral Graph Neural Networks (GNNs). However, their reliance on pairwise network structures inherently constrains their capabilities. (1) Spectral GNNs tend to suffer from the over-smoothing or over-squashing issues as the polynomial order increases. (2) Overfitting may occur when a spectral filter memorizes a ...

Mar 30 2026 41962362

Technical challenges and quality considerations for dissolving microneedles.

Dissolving microneedles (DMNs) deliver therapeutic molecules by bypassing the stratum corneum upon skin insertion. While DMNs show potential for transdermal delivery, developing formulations with optimal critical quality attributes (CQAs), particularly mechanical properties ensuring effective skin insertion and drug release, remains challenging. Also, lack of standardized quality control methods h...

Mar 30 2026 41921709
Automated hemodynamic management system for the prevention of hypotension and cardiac output reduction during general anesthesia: preclinical experimental validation.

PURPOSE: Intraoperative hypotension and cardiac output (CO) reduction adversely affect outcomes and require cause-specific treatment against vasodilat...

Mar 30 2026 41910643
A method for the assessment of rheumatoid arthritis using neural network supported static and dynamic thermal analysis.

Rheumatoid arthritis (RA) is a chronic inflammatory disease characterized by pain, swelling, stiffness, and loss of joint function, making early diagn...

Mar 30 2026 41910922
Deciphering environmental determinants of soil metals in dust-influenced arid soils through interpretable models across data-availability scenarios.

Accurate prediction of soil potentially toxic metals (PTMs) and identifying their relationships with environmental drivers is essential for environmen...

Mar 29 2026 41911656
Exploring the association between Frailty Index and Knee osteoarthritis in middle-aged and older Chinese adults: A cross-sectional analysis of data from the China Health and Retirement Longitudinal Study.

OBJECTIVE: To explore the relationship between Frailty Index (FI) and Knee osteoarthritis (KOA) in Chinese people aged 45 and above. METHODS: Data on ...

Mar 27 2026 41894355
Toward Opioid-Free Ambulatory Surgery: A Prospective Study Using Machine Learning to Predict Postoperative Opioid Use.

BACKGROUND: Postoperative opioid use has the risk of dependence and diversion. We developed an opioid-sparing regimen and identified factors associate...

Mar 26 2026 41589853
A Multimodal deep learning method for predicting drug-induced liver injury using structural and sequential molecular representations.

Drug-induced liver injury (DILI) remains one of the leading causes of drug development failure and post-marketing withdrawal. Despite recent advances ...

Mar 26 2026 41882435
Opposition to Youth e-Cigarette Prevention Campaigns on Twitter and TikTok: Cross-Platform Observational Mixed Methods Analysis.

BACKGROUND: Youth e-cigarette use rose sharply between 2013 and 2024 in the United States, prompting widespread prevention campaigns at national, stat...

Mar 26 2026 41886744
Effectiveness of Thoracic Paravertebral Block in Minimally Invasive Vertebroplasty: A Retrospective Cohort Study Focusing on Pain Trajectories and Sagittal Spinal Alignment.

PURPOSE: To evaluate the effectiveness of ultrasound-guided thoracic paravertebral block (TPVB) combined with general anesthesia (GA) versus GA alone ...

Mar 25 2026 41885664
Leveraging Machine Learning to Predict Mental Health Referral Follow-up Among US Military Personnel.

BACKGROUND: Noncompliance with mental health referrals among US military personnel remains a significant barrier to care. Operational deployments and ...

Mar 25 2026 41880182
Artificial Intelligence in hepatology: A position paper by the Italian Association for the Study of the Liver.

Artificial Intelligence (AI) is transforming medicine, providing unprecedented opportunities to enhance diagnosis, prognosis, and treatment across all...

Mar 23 2026 41876274
Explainable Machine Learning for Assessing Digital Health Literacy in Older Adults: Validation and Development of a Two-Stage Model Integrating Performance-Based and Self-Assessed Indicators.

BACKGROUND: Digital health literacy (DHL) is the ability to locate, understand, evaluate, and apply health information in digital environments. It is ...

Mar 23 2026 41871331
SR-FTIR spectroscopy combined with machine learning reveals the alterations of biochemical composition in tendinopathy.

Tendinopathy is a musculoskeletal disorder characterized by pathological extracellular matrix remodeling, yet the associated biochemical alterations r...

Mar 21 2026 41880894
Flavor remodeling in Paocai during round spontaneous fermentation: an integrative analysis of active microbial succession and metabolic processes.

Traditional paocai is a representative Chinese fermented vegetable that is typically produced through successive fermentation cycles. However, the mec...

Mar 19 2026 41956654
Past, present and future perspectives of traumatic brain injury.

Despite extensive research, traumatic brain injury (TBI) imposes significant mortality and morbidity burden globally. This narrative review provides a...

Mar 18 2026 41855823
A Machine Learning-Based Clinical Tool for Predicting Inadequate Bowel Preparation: Development and Validation.

OBJECTIVES: Colonoscopy is an essential tool for diagnosing and treating colorectal diseases, with bowel preparation serving as a key determinant of i...

Mar 18 2026 41848190
Perspectives on How Sociology Can Advance Theorizing About Human-Chatbot Interaction and Developing Chatbots for Social Good.

Recently, research into chatbots (also known as conversational agents, artificial intelligence agents, or voice assistants), which are computer applic...

Mar 18 2026 41849208
Prospective evaluation of artificial intelligence-assisted monitoring of the effective withdrawal time on adenoma detection.

BACKGROUND/AIMS: Standard withdrawal time (SWT) is a recognized colonoscopy quality metric but may not capture mucosal examination quality. We develop...

Mar 18 2026 41844373
A smart colorimetric film coupling deep eutectic solvents and deep learning for real-time Salmon freshness monitoring.

Effective freshness monitoring is essential for aquatic products to ensure food safety and reduce waste. To overcome the limitations of stability and ...

Mar 16 2026 41855839
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