Pain Management

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

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Showing 316-336 of 7,774 articles
A deep learning-based computer-aided determination method for dominant follicle identification and antral follicle count in pelvic MRI images.

OBJECT: To develop and evaluate a multi-stage computer-aided determination (CAD) method for automate...

Feb 2026 41721332
Automated Risk Assessment of Opioid Use: Analysis Using Pre-Trained Transformers on Social Media Data.

BACKGROUND: The illegal use of opioids has emerged as a major global public health concern, contribu...

Feb 2026 41711388
Neuropathologic basis of quantitative susceptibility mapping in the substantia nigra: contributions of tau, pigmented neurons, and iron.

Quantitative susceptibility mapping (QSM) on MRI quantifies tissue magnetic susceptibility, which in...

Feb 2026 41708563
Hypoglycemia problem-solving ability as a key predictor of severe hypoglycemia: a machine learning approach in adults with type 1 diabetes.

AIMS/INTRODUCTION: Severe hypoglycemia (SH) is a major complication in adults with type 1 diabetes m...

Feb 2026 41716815
The feasibility and accuracy of real-time intra-operative confocal tissue diagnosis in brain and spine cancer surgery.

Real-time intra-operative brain tumour tissue analysis can reduce turnaround times and enable repeat...

Feb 2026 41699335
IMU-Based Pelvic Rotation Detection: A Novel Dataset, Benchmark Classifiers, and Sensor Placement Optimization.

Prolonged sedentary behavior has been a major public health concern strongly associated with low bac...

Feb 2026 41701588
Use of artificial intelligence and machine learning for the management of fibromyalgia: a scoping review.

BACKGROUND: Fibromyalgia (FM) is a complex and multifactorial syndrome characterized by widespread p...

Feb 2026 41700030
Justifying model complexity: Evaluating transfer learning against classical models for intraoperative nociception monitoring under anesthesia.

BACKGROUND: Accurate intraoperative detection of nociceptive events is essential for optimizing anal...

Feb 2026 41701784
Noninvasive Assessment of the Ulnar Nerve in the Upper Extremity Using Machine Learning.

PURPOSE: The purpose of this study was to develop a machine learning algorithm trained on ultrasound...

Feb 2026 41737896
Multimodal hybrid mamba classification model for tumor pathological grade prediction using magnetic resonance images.

Malignant tumors present a significant global health challenge, and accurate pathological grading is...

Feb 2026 41719867
Temporal and regional associations between fentanyl concentrations in the unregulated drug supply and drug-related mortality in British Columbia, Canada.

BACKGROUND: British Columbia (BC), Canada, continues to experience persistently high rates of unregu...

Feb 2026 41691894
Development and external validation of a machine learning model for predicting in-hospital mortality in acute liver failure.

BACKGROUND: Acute liver failure (ALF) is a rapidly progressive and life-threatening condition that r...

Feb 2026 41692645
Spatiotemporal-decoupled interactive learning for traffic flow prediction.

Accurate traffic flow prediction is a core capability of intelligent transportation systems, support...

Feb 2026 41691038
Prevalence and factors associated with suicidal ideation based on the Malaysia National Health and Morbidity Survey: A machine learning analysis.

BACKGROUND: This study estimated the prevalence of past-two-week suicidal ideation and examined its ...

Feb 2026 41692050
Decoding lactylation in neuropathic pain: Immune cell infiltration patterns and machine learning-identified candidate biomarkers.

This study aimed to identify lactylation-associated genes linked to immune infiltration and diagnost...

Feb 2026 41686563
Identifying the 'gray zone': Developing scalable methods to detect opioid misuse in veterans on long-term opioid therapy for pain.

BACKGROUND: Patients prescribed opioids who are at high risk for misuse but don't meet diagnostic cr...

Feb 2026 41702269
Brain Mechanisms of Pain Anticipation in Chronic Low Back Pain: Insights into Phenotypical Responses to Mind-Body Therapy.

Pain perception and emotional processing share common predictive mechanisms influenced by anticipati...

Feb 2026 41690396
Thalamocortical and corticostriatal pathways in the progression from acute to chronic musculoskeletal pain: an fMRI study.

Most people experience acute pain as a temporary condition, while a small subset develops chronic pa...

Feb 2026 41690397
Artificial intelligence and predictive analytics in obstetric anesthesia: early warning for maternal complications.

PURPOSE OF REVIEW: Maternal morbidity and mortality remain largely preventable, yet current risk-ass...

Feb 2026 41684266
From Observation to Prediction: Machine Learning Analysis of Progression of Visual loss in Nonarteritic Anterior Ischemic Optic Neuropathy.

OBJECTIVE: To determine whether combinations of modifiable clinical/systemic risk factors and struct...

Feb 2026 41687800
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