Pain Management

Latest AI and machine learning research in pain management for healthcare professionals.

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CSA-Kansformer : Cross-scale aggregation and Kansformer network for hyperspectral image classification.

Hyperspectral image (HSI) classification is essential in remote sensing, leveraging rich spectral an...

Dec 2025 41475129
Automating wound assessment: convolutional neural network-based mobile application for SINBAD classification system.

INTRODUCTION: Diabetic foot ulcer (DFU) assessment using the SINBAD system is essential for clinical...

Dec 2025 41459548
The Application Effect of Robot-Assisted Therapy for Hand Dysfunction After Stroke: A Scoping Literature Review.

This scoping review was designed to address the core question: In the field of poststroke hand funct...

Dec 2025 41701815
SPP1-CD44 signaling contributes to the mechanisms and therapeutic implications in intervertebral disc degeneration.

BACKGROUND: Intervertebral disc degeneration (IVDD) is a major pathological cause of chronic back pa...

Dec 2025 41475272
An Unsupervised Learning Approach for Multimodal Low Back Pain Stratification.

STUDY DESIGN: Cross-sectional study. OBJECTIVE: This study proposes a novel stratification framework...

Dec 2025 41384355
Integrated metabolomics and transcriptomics reveal biomarkers for detecting fentanyl analog abuse through machine learning.

Fentanyl analogs' (FA) rampant proliferation causes widespread abuse, fatalities, and severe social ...

Dec 2025 41475031
Wirelessly transmitted subthalamic nucleus signals decode endogenous pain levels in Parkinson's disease patients.

Pain is a prominent non-motor symptom of Parkinson's disease (PD); it may appear in various levels (...

Dec 2025 41443379
Multi-scale feature enhancement in multi-task learning for medical image analysis.

Traditional deep learning approaches in medical image analysis usually focus on either segmentation ...

Dec 2025 41475079
Resting-state fMRI analysis of functional connectivity and temporal dynamics differences between cocaine users and healthy controls.

Understanding alterations in functional connectivity among individuals with substance use disorder (...

Dec 2025 41503436
mModPoEs: Multimodal posture estimation and feedback-driven correction of load-bearing human movements using wearable sensors and computer vision.

OBJECTIVE: Improper spinal posture during activities of daily living such as seated posture, upright...

Dec 2025 41492323
Performance of ChatGPT versus spine surgeons as an emergency department spine call consultant.

BACKGROUND: Large language models (LLMs) like ChatGPT are increasingly being recognized as credible ...

Dec 2025 41551028
Artificial intelligence and machine learning applications in ambulatory surgery - A systematic review.

BACKGROUND: We aimed to systematically review applications of artificial intelligence (AI) technolog...

Dec 2025 41500891
Patellofemoral pain is associated with complex gait deviations captured by an artificial intelligence-derived gait index.

BACKGROUND: Patellofemoral pain (PFP) in active women is associated with gait adaptations. The Movem...

Dec 2025 41391188
Machine Learning-Based Prediction for Axial Pain Following Expansive Unilateral Open-Door Laminoplasty: A Retrospective Cohort Study.

INTRODUCTION: Axial pain is a common complication following expansive unilateral open-door laminopla...

Dec 2025 41369971
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 proportio...

Dec 2025 41354304
Disability pension during emerging adulthood: Insights from the young-HUNT study on psychological distress, chronic pain, and policy reform.

INTRODUCTION: Disability pension (DP) among young adults has steadily increased in Norway, with chro...

Dec 2025 41380455
Deep learning-based classification of acute scrotum using single ultrasound images.

OBJECTIVE: To develop a deep learning model for differential diagnosis of acute scrotum using single...

Dec 2025 41327908
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