Pain Management

A smart nutrition system for vitamin B12 deficiency management from sensing to precision intervention.

Vitamin B12 is essential for neural function, red blood cell formation, and DNA synthesis, yet its d...

Nanoelectronic Detection of Opioids: Machine Learning-Powered Screening With Carbon Nanotube Field-Effect Transistor Sensor Array.

The development of inexpensive, portable, and rapid opioid screening techniques is urgently needed b...

Integrating Psychosocial Factors into Artificial Intelligence Models for Predicting Addiction Treatment Outcomes: A Systematic Review.

INTRODUCTION: The integration of artificial intelligence (AI) into addiction research has expanded r...

Capturing Finer-grained Long-range Dependency for Dense Prediction in Medical Images: An Empirical Investigation of MLPs.

Dense prediction is a fundamental problem in medical image analysis. As Convolutional Neural Network...

From Intradiscal Pressure to Multimodal Estimation of Lumbar Spinal Loads.

BACKGROUND: Estimation of lumbar spinal loads is important for understanding low back pain, guiding ...

Machine learning-based predictive model for sleep disorders in diabetic patients: data analysis from CHARLS.

Sleep disorders are prevalent and constitute a major concern in patients with diabetes mellitus. The...

Psychometric Evaluation and Discriminative Validity of the Short-Form Brief Pain Inventory Across Nociceptive, Neuropathic, and Nociplastic Pain Mechanisms.

The measurement performance of the Short-Form Brief Pain Inventory (BPI-SF) across IASP-recognized p...

Deep Learning Assisted Double Inversion Recovery improves Focal Lesion Detection in Optic Neuropathy.

OBJECTIVES: To compare the acquisition time, image quality, and diagnostic confidence of DL-accelera...

Confidence-aware semi-supervised siamese graph networks for semantic text similarity in low-resource Urdu.

Accurate detection of semantically similar texts underpins applications such as plagiarism detection...

Machine Diagnostics and Machine Phenotyping of Migraine: A HUNT Study.

BACKGROUND AND OBJECTIVES: In the absence of biomarkers, the true biological footprint of migraine r...

Is Migraine a Single Entity?: Machine Learning Reveals Underlying Heterogeneity.

A Novel Machine Learning Signature Incorporating Lipid and Inflammatory Biomarkers to Predict Pulsed Radiofrequency Efficacy in Zoster-Associated Pain.

INTRODUCTION: Pulsed radiofrequency (PRF) is a pivotal neuromodulation strategy for zoster-associate...

Multimodal Information-Driven Heterogeneous Graph Neural Networks for Protein-Ligand Binding Affinity Prediction.

Accurate prediction of protein-ligand binding affinity (PLA) is essential for efficient drug screeni...

Severity-dependent alterations of functional network segregation and integration in tobacco use disorder.

BACKGROUND: Previous research on brain network topology in Tobacco Use Disorder (TUD) has been incon...

Towards clinically interpretable machine learning in emergency surgery: feature importance and insights across clinical time points in abdominal pain cases.

PURPOSE: Machine learning (ML) may support decision-making for acute abdominal pain (AAP), but limit...

Generative AI dependency on programming among university students: a scale development and validation study.

With the rapid integration of generative artificial intelligence into programming education, concern...

Towards a rational ECT treatment approach for severe and treatment resistant schizophrenia using neuroimaging biomarkers: A focused review.

Treatment resistant schizophrenia (TRS) is a major challenge in psychiatry, and its management remai...

Joint-specific measures improve risk adjustment in total knee arthroplasty: A machine learning approach.

PURPOSE: Accurate risk adjustment in total knee arthroplasty (TKA) is essential for outcome predicti...

An Interpretable Deep Learning Framework Leveraging RNA Foundation Model and Capsule Networks for Accurate Prediction of RNA 2'-O-Methylation Sites.

RNA 2'-O-methylation (2OMe) is a widespread post-transcriptional modification that influences RNA st...

A taxonomy of states' approaches to plans of safe care.

BACKGROUND: The 2016 Comprehensive Addiction and Recovery Act amended the Child Abuse Prevention and...

Artificial intelligence literacy in fibromyalgia: The inverse gap between informed patients and unprepared clinicians.