Pain Management

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

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Dual Memory LSTM with Dual Attention Neural Network for Spatiotemporal Prediction.

Spatiotemporal prediction is challenging due to extracting representations being inefficient and the...

Muscle network topology analysis for the classification of chronic neck pain based on EMG biomarkers extracted during walking.

Neuromuscular impairments are frequently observed in patients with chronic neck pain (CNP). This stu...

Comparison of different predicting models to assist the diagnosis of spinal lesions.

In neurosurgical or orthopedic clinics, the differential diagnosis of lower back pain is often time-...

Dynamical robustness and its structural dependence in biological networks.

We discuss the dynamical robustness of biological networks represented by directed graphs, such as n...

Stability threshold during seated balancing is sensitive to low back pain and safe to assess.

Challenging trunk neuromuscular control maximally using a seated balancing task is useful for unmask...

Predicting changes in substance use following psychedelic experiences: natural language processing of psychedelic session narratives.

: Experiences with psychedelic drugs, such as psilocybin or lysergic acid diethylamide (LSD), are so...

Predictors of Persistent Postsurgical Pain After Hysterectomy-A Prospective Cohort Study.

STUDY OBJECTIVE: To determine sociodemographic, surgical, and psychologic risk factors, including pa...

Convolutional fusion network for monaural speech enhancement.

Convolutional neural network (CNN) based methods, such as the convolutional encoder-decoder network,...

Application of deep learning to understand resilience to Alzheimer's disease pathology.

People who have Alzheimer's disease neuropathologic change (ADNC) typically associated with dementia...

Automatic vs. Human Recognition of Pain Intensity from Facial Expression on the X-ITE Pain Database.

Prior work on automated methods demonstrated that it is possible to recognize pain intensity from fr...

Pain Assessment Tool With Electrodermal Activity for Postoperative Patients: Method Validation Study.

BACKGROUND: Accurate, objective pain assessment is required in the health care domain and clinical s...

An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG.

Automatic sleep stage mymargin classification is of great importance to measure sleep quality. In th...

Automated Segmentation of the Median Nerve in the Carpal Tunnel using U-Net.

Nerve area and motion in carpal tunnel syndrome (CTS) are currently under investigation in terms of ...

Machine Learning and Intelligent Diagnostics in Dental and Orofacial Pain Management: A Systematic Review.

PURPOSE: The study explored the clinical influence, effectiveness, limitations, and human comparison...

Interpretable heartbeat classification using local model-agnostic explanations on ECGs.

Treatment and prevention of cardiovascular diseases often rely on Electrocardiogram (ECG) interpreta...

Protocol Optimization Considerations for Implementing Deep Learning CT Reconstruction.

Previous advances over filtered back projection (FBP) have incorporated model-based iterative recon...

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