See every side of every news story
Get Started
SubscribeLogin
Israel-Hamas Conflict
Baseball
Natural Disasters
Social Media
Tariffs
South America
Tennis
Donald Trump
Soccer
Floods
Twitter
Hockey
Cricket
Published • loading... • Updated

Identification of texture MRI brain abnormalities on Fibromyalgia syndrome using interpretable machine learning models

Summary by Nature
To provide objective diagnostic markers for fibromyalgia symptoms (FMS) diagnosis, we have created interpretable extreme gradient boosting (XGBoost) models using radiomics to aid in the diagnosis of chronic pain (CP) and to develop nomogram models for diagnosing subgroups of FMS. A group of 54 patients with CP and 71 healthy controls was randomly separated into training and validation groups, using a 7:3 ratio. Radiomics features were extracted …

4 Articles

All
Left
Center
1
Right
NatureNature
Center

Identification of texture MRI brain abnormalities on Fibromyalgia syndrome using interpretable machine learning models

To provide objective diagnostic markers for fibromyalgia symptoms (FMS) diagnosis, we have created interpretable extreme gradient boosting (XGBoost) models using radiomics to aid in the diagnosis of chronic pain (CP) and to develop nomogram models for diagnosing subgroups of FMS. A group of 54 patients with CP and 71 healthy controls was randomly separated into training and validation groups, using a 7:3 ratio. Radiomics features were extracted …

·United Kingdom
Read Full Article
DataconomyDataconomy

Gradient boosting decision trees

Gradient boosting decision trees (GBDT) are at the forefront of machine learning, combining the simplicity of decision trees with the power of ensemble techniques. This approach enhances predictive accuracy by systematically correcting errors made by individual trees, making GBDT a preferred choice in many data-driven sectors. Understanding the mechanics behind GBDT requires diving into decision trees, ensemble learning methods, and the intricac…

Read Full Article
EverydayHealth.comEverydayHealth.com

10 Myths — and the Facts — About Fibromyalgia

Fibromyalgia is a chronic disorder of the central nervous system that involves pain throughout the body, as well as fatigue. Everyone who has fibromyalgia experiences it differently, which is one reason misunderstandings and myths often surround this condition. Knowing the facts about fibromyalgia — and being able to separate them from myths — is essential to making the best choices to control the condition. “The more informed and active the pat…

Read Full Article
The Marijuana HeraldThe Marijuana Herald

Study: Psilocybin-Assisted Therapy Shows Promise in Treating Fibromyalgia Symptoms

The Marijuana Herald - Marijuana news and information A new pilot study published in the journal Frontiers in Pain Research finds that psilocybin-assisted therapy may offer a safe and potentially effective treatment option for individuals with fibromyalgia. Dried psilocybin mushrooms. Researchers from the University of Michigan, The Ohio State University and Johns Hopkins University conducted an open-label clinical trial involving five adults di…

Read Full Article
Think freely.Subscribe and get full access to Ground NewsSubscriptions start at $9.99/yearSubscribe

Bias Distribution

  • 100% of the sources are Center
100% Center
Factuality

To view factuality data please Upgrade to Premium

Ownership

To view ownership data please Upgrade to Vantage

The Marijuana Herald broke the news in on Wednesday, April 2, 2025.
Sources are mostly out of (0)

Similar News Topics

You have read out of your 5 free daily articles.

Join us as a member to unlock exclusive access to diverse content.

News
For You
SearchBlindspotLocal