Pain Management

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

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Predicting Substance Use Treatment Failure with Transfer Learning.

Transfer learning, which involves repurposing a trained model on a related task, may allow for bette...

Addi-Reg: A Better Generalization-Optimization Tradeoff Regularization Method for Convolutional Neural Networks.

In convolutional neural networks (CNNs), generating noise for the intermediate feature is a hot rese...

HEA-Net: Attention and MLP Hybrid Encoder Architecture for Medical Image Segmentation.

The model, Transformer, is known to rely on a self-attention mechanism to model distant dependencies...

Artificial Intelligence in Spinal Imaging: Current Status and Future Directions.

Spinal maladies are among the most common causes of pain and disability worldwide. Imaging represent...

Transformer based on channel-spatial attention for accurate classification of scenes in remote sensing image.

Recently, the scenes in large high-resolution remote sensing (HRRS) datasets have been classified us...

Development of an AI-Enabled System for Pain Monitoring Using Skin Conductance Sensoring in Socks.

: Where self-report is unfeasible or observations are difficult, physiological estimates of pain are...

Chronic back pain sub-grouped via psychosocial, brain and physical factors using machine learning.

Chronic back pain (CBP) is heterogenous and identifying sub-groups could improve clinical decision m...

Detection Method of Athlete Joint Injury Based on Deep Learning Model.

The research on accurate and intelligent segmentation of knee joint MRI images is of great significa...

An Augmented Reality-Assisted Prognostics and Health Management System Based on Deep Learning for IoT-Enabled Manufacturing.

With increasingly advanced Internet of Things (IoT) technology, the composition of workshop equipmen...

Local-feature and global-dependency based tool wear prediction using deep learning.

Evaluation of tool wear is vital in manufacturing system, since early detections on worn-out conditi...

Development of a spontaneous pain indicator based on brain cellular calcium using deep learning.

Chronic pain remains an intractable condition in millions of patients worldwide. Spontaneous ongoing...

Variations in Opioid Use Following Robotic Radical Prostatectomy in South Florida.

Opioid dependency has been a persistent issue in the United States over the past two decades. Incre...

Multivariate time-series classification with hierarchical variational graph pooling.

In recent years, multivariate time-series classification (MTSC) has attracted considerable attention...

DeepGrading: Deep Learning Grading of Corneal Nerve Tortuosity.

Accurate estimation and quantification of the corneal nerve fiber tortuosity in corneal confocal mic...

Artificial intelligence in spine surgery.

The continuous progress of research and clinical trials has offered a wide variety of information co...

Comparison of Deep Learning Algorithms in Predicting Expert Assessments of Pain Scores during Surgical Operations Using Analgesia Nociception Index.

There are many surgical operations performed daily in operation rooms worldwide. Adequate anesthesia...

Four-Class Classification of Neuropsychiatric Disorders by Use of Functional Near-Infrared Spectroscopy Derived Biomarkers.

Diagnosis of most neuropsychiatric disorders relies on subjective measures, which makes the reliabil...

HCTNet: A Hybrid ConvNet-Transformer Network for Retinal Optical Coherence Tomography Image Classification.

Automatic and accurate optical coherence tomography (OCT) image classification is of great significa...

Financial Stock Investment Management Using Deep Learning Algorithm in the Internet of Things.

This paper aims to explore a new model to study financial stock investment management (SIM) and obta...

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