Pain Management

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

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Baseline predictors of responders to auricular point acupressure in chronic low back pain.

BACKGROUND: Chronic low back pain (cLBP) is a major cause of disability, with varied patient respons...

Apr 2025 40417635
DCATNet: polyp segmentation with deformable convolution and contextual-aware attention network.

Polyp segmentation is crucial in computer-aided diagnosis but remains challenging due to the complex...

Apr 2025 40229681
Development and validation of machine learning models for predicting post-cesarean pain and individualized pain management strategies: a multicenter study.

BACKGROUND: Effective management of postoperative pain remains a significant challenge in obstetric ...

Apr 2025 40211131
Development and validation of Prediction models for radiation-induced hypoglossal neuropathy in patients with nasopharyngeal carcinoma.

BACKGROUND AND PURPOSE: To establish predictive models for radiation-induced hypoglossal neuropathy ...

Apr 2025 40209855
A novel intelligent grade classification architecture for Patent Foramen Ovale by Contrast Transthoracic Echocardiography based on deep learning.

Patent foramen ovale (PFO) is one of the main causes of ischemic stroke. Due to the complex characte...

Apr 2025 40209281
Prediction of new-onset migraine using clinical-genotypic data from the HUNT Study: a machine learning analysis.

BACKGROUND: Migraine is associated with a range of symptoms and comorbid disorders and has a strong ...

Apr 2025 40197205
Artificial neural networks applied to somatosensory evoked potentials for migraine classification.

BACKGROUND: Finding a biomarker to diagnose migraine remains a significant challenge in the headache...

Apr 2025 40186113
Information Extraction from Lumbar Spine MRI Radiology Reports Using GPT4: Accuracy and Benchmarking Against Research-Grade Comprehensive Scoring.

: This study aimed to create a pipeline for standardized data extraction from lumbar-spine MRI radio...

Apr 2025 40218280
Clinical implementation of AI-based screening for risk for opioid use disorder in hospitalized adults.

Adults with opioid use disorder (OUD) are at increased risk for opioid-related complications and rep...

Apr 2025 40181180
Predicting high-risk factors for postoperative inadequate analgesia and adverse reactions in cesarean delivery surgery: a prospective study.

BACKGROUND: Early identification of high-risk factors for inadequate analgesia and adverse reactions...

Apr 2025 40505037
Predicting and investigating water quality index by robust machine learning methods.

This study addresses the critical challenges of waste management and water quality in urban environm...

Apr 2025 40179471
Automated segmentation of the dorsal root ganglia in MRI.

The dorsal root ganglion (DRG) contains all primary sensory neurons, but its functional role in soma...

Apr 2025 40185423
Application of machine learning in predicting adolescent Internet behavioral addiction.

OBJECTIVE: To explore the risk factors affecting adolescents' Internet addiction behavior and build ...

Apr 2025 40236657
[Research progress of effect mechanism of acupotomy for knee osteoarthritis].

Acupotomy therapy demonstrates the definite clinical efficacy on knee osteoarthritis (KOA). After re...

Mar 2025 40518794
AI-ECG Supported Decision-Making for Coronary Angiography in Acute Chest Pain: The QCG-AID Study.

This pilot study evaluates an artificial intelligence (AI)-assisted electrocardiography (ECG) analys...

Mar 2025 40165577
Exploring the Capacity of Large Language Models to Assess the Chronic Pain Experience: Algorithm Development and Validation.

BACKGROUND: Chronic pain, affecting more than 20% of the global population, has an enormous pernicio...

Mar 2025 40163858
Predicting Clinical Outcomes at the Toronto General Hospital Transitional Pain Service via the Manage My Pain App: Machine Learning Approach.

BACKGROUND: Chronic pain is a complex condition that affects more than a quarter of people worldwide...

Mar 2025 40153542
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