Pain Management

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

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Multimodal deep learning for Alzheimer's disease dementia assessment.

Worldwide, there are nearly 10 million new cases of dementia annually, of which Alzheimer's disease ...

Jun 2022 35725739
MTPA_Unet: Multi-Scale Transformer-Position Attention Retinal Vessel Segmentation Network Joint Transformer and CNN.

Retinal vessel segmentation is extremely important for risk prediction and treatment of many major d...

Jun 2022 35746372
Improved Productivity Using Deep Learning-assisted Reporting for Lumbar Spine MRI.

Background Lumbar spine MRI studies are widely used for back pain assessment. Interpretation involve...

Jun 2022 35699577
Multiple-Attention Mechanism Network for Semantic Segmentation.

Contextual information and the dependencies between dimensions is vital in image semantic segmentati...

Jun 2022 35746258
Robot-Assisted Laparoscopic Calyceo-Pyelostomy for Vascular Compression of the Upper Calyx (Fraley Syndrome).

Fraley's Syndrome is a rare anatomic vascular malformation described in 1966 where an aberrant cross...

Jun 2022 35680048
Epidural anesthesia needle guidance by forward-view endoscopic optical coherence tomography and deep learning.

Epidural anesthesia requires injection of anesthetic into the epidural space in the spine. Accurate ...

May 2022 35641505
Implementation of Short Video Click-Through Rate Estimation Model Based on Cross-Media Collaborative Filtering Neural Network.

In this paper, we analyze the construction of cross-media collaborative filtering neural network mod...

May 2022 35685157
Identification and epidemiological characterization of Type-2 diabetes sub-population using an unsupervised machine learning approach.

BACKGROUND: Studies on Type-2 Diabetes Mellitus (T2DM) have revealed heterogeneous sub-populations i...

May 2022 35624098
Machine Learning and Pain Outcomes.

Machine learning (ML) is an increasingly popular method of data analysis that has meaningful applica...

May 2022 35718406
New-Onset Transient Global Amnesia: A Clinical Challenge in an Air Medical Transportation Pilot With a History of Coronavirus Disease 2019.

A 43-year-old male Bell 214C helicopter pilot presented to the emergency ward with flu-like syndrome...

May 2022 35750449
Meta multi-task nuclei segmentation with fewer training samples.

Cells/nuclei deliver massive information of microenvironment. An automatic nuclei segmentation appro...

May 2022 35653901
A temporal dependency feature in lower dimension for lung sound signal classification.

Respiratory sounds are expressed as nonlinear and nonstationary signals, whose unpredictability make...

May 2022 35551232
Classifying Characteristics of Opioid Use Disorder From Hospital Discharge Summaries Using Natural Language Processing.

BACKGROUND: Opioid use disorder (OUD) is underdiagnosed in health system settings, limiting research...

May 2022 35615042
Cluster-Then-Classify Methodology for the Identification of Pain Episodes in Chronic Diseases.

Chronic diseases benefit of the advances on personalize medicine coming out of the integrative conve...

May 2022 34813482
An Improved BERT and Syntactic Dependency Representation Model for Sentiment Analysis.

Text representation of social media is an important task for users' sentiment analysis. Utilizing th...

May 2022 35571684
Deep learning from multiple experts improves identification of amyloid neuropathologies.

Pathologists can label pathologies differently, making it challenging to yield consistent assessment...

Apr 2022 35484610
Construction and Implementation of Procedural Nursing System for General Surgery Laparoscopic Surgery Based on Deep Learning.

In order to explore the construction and implementation effect of a procedural nursing system for la...

Apr 2022 35494524
IAT faking indices revisited: Aspects of replicability and differential validity.

Research demonstrates that IATs are fakeable. Several indices [either slowing down or speeding up, a...

Apr 2022 35441359
Automatic hemorrhage segmentation on head CT scan for traumatic brain injury using 3D deep learning model.

The most common cause of long-term disability and death in young adults is a traumatic brain injury....

Apr 2022 35460962
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