Pain Management

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

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Development of machine learning algorithms for prediction of prolonged opioid prescription after surgery for lumbar disc herniation.

BACKGROUND CONTEXT: Spine surgery has been identified as a risk factor for prolonged postoperative o...

Contextual label sensitive gated network for biomedical event trigger extraction.

Biomedical events play a key role in improving biomedical research. Event trigger identification, ex...

Deep Learning-Based Automatic Segmentation of Lumbosacral Nerves on CT for Spinal Intervention: A Translational Study.

BACKGROUND AND PURPOSE: 3D reconstruction of a targeted area ("safe" triangle and Kambin triangle) m...

Salivary microRNAs identified by small RNA sequencing and machine learning as potential biomarkers of alcohol dependence.

Salivary miRNA can be easily accessible biomarkers of alcohol dependence (AD). The miRNA transcrip...

Multivariate resting-state functional connectivity predicts responses to real and sham acupuncture treatment in chronic low back pain.

Despite the high prevalence and socioeconomic impact of chronic low back pain (cLBP), treatments for...

Water quality prediction based on recurrent neural network and improved evidence theory: a case study of Qiantang River, China.

Water quality prediction is an effective method for managing and protecting water resources by provi...

Interpretable classification of Alzheimer's disease pathologies with a convolutional neural network pipeline.

Neuropathologists assess vast brain areas to identify diverse and subtly-differentiated morphologies...

Effects of obesity on breast size, thoracic spine structure and function, upper torso musculoskeletal pain and physical activity in women.

PURPOSE: This study investigated the effects of obesity on breast size, thoracic spine structure and...

A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding.

Motor imagery electroencephalography (EEG) decoding is an essential part of brain-computer interface...

Development of a machine learning algorithm for prediction of failure of nonoperative management in spinal epidural abscess.

BACKGROUND CONTEXT: Data regarding risk of failure of nonoperative management in spinal epidural abs...

Recurrent Neural Networks With External Addressable Long-Term and Working Memory for Learning Long-Term Dependences.

Learning long-term dependences (LTDs) with recurrent neural networks (RNNs) is challenging due to th...

Assessment of pressure pain thresholds in collisions with collaborative robots.

In recent years, safety issues surrounding robots have increased in importance, as more robots are i...

Robot-assisted line bisection in patients with Complex Regional Pain Syndrome.

Complex Regional Pain Syndrome (CRPS) is characterized by pain, motor and inflammatory symptoms usua...

Precise diagnosis of intracranial hemorrhage and subtypes using a three-dimensional joint convolutional and recurrent neural network.

OBJECTIVES: To evaluate the performance of a novel three-dimensional (3D) joint convolutional and re...

Machine learning for phenotyping opioid overdose events.

OBJECTIVE: To develop machine learning models for classifying the severity of opioid overdose events...

Refining humane endpoints in mouse models of disease by systematic review and machine learning-based endpoint definition.

Ideally, humane endpoints allow for early termination of experiments by minimizing an animal's disco...

Diagnosis of pain in the right iliac fossa. A new diagnostic score based on Decision-Tree and Artificial Neural Network Methods.

INTRODUCTION: Pain in the right iliac fossa (RIF) continues to pose diagnostic challenges. The objec...

RNA-Protein Binding Sites Prediction via Multi Scale Convolutional Gated Recurrent Unit Networks.

RNA-Protein binding plays important roles in the field of gene expression. With the development of h...

Improving Automatic Polyp Detection Using CNN by Exploiting Temporal Dependency in Colonoscopy Video.

Automatic polyp detection has been shown to be difficult due to various polyp-like structures in the...

The Role of a Decision Support System in Back Pain Diagnoses: A Pilot Study.

It is the main goal of this study to investigate the concordance of a decision support system and th...

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