ProHealth fibromyalgia Vitamin and Natural Supplement Store and Health
Home  |  Log In  |  My Account  |  View Cart  View Your ProHealth Vitamin and Supplement Shopping Cart
800-366-6056  |  Contact Us  |  Help
Facebook Google Plus
Fibromyalgia  Chronic Fatigue Syndrome & M.E.  Lyme Disease  Natural Wellness  Supplement News  Forums  Our Story
Store     Brands   |   A-Z Index   |   Best Sellers   |   New Products   |   Deals & Specials   |   Under $10   |   SmartSavings Club

Trending News

Characteristics of hyperacusis in the general population.

How to Let Go and Actually Ease Fibro Pain

Acupressure Mats for Better Sleep in Fibromyalgia and Chronic Fatigue Syndrome

Natural Treatments For Mild Cognitive Impairment – Might these also help the “fog” of FM and CFS?

Getting Well: A Chronic Fatigue Syndrome and Fibromyalgia Mind Game

A Chronic Fatigue Syndrome (ME/CFS) / Fibromyalgia Lifestyle: What Works for Me

Flowtrition - the most ideal health care for symptoms of Fibromyalgia

Joint Aches May Have Met Their Match in Curcumin

Natural Fibromyalgia Pain Relief Remedies That Work

Chronic Pain and the Opioid Epidemic: Wicked Issues Have No Simple Solutions

 
Print Page
Email Article

A Computer Model Predicts Outcome of Multidisciplinary Pain Program for Fibromyalgia Patients

  [ 1 vote ]   [ Discuss This Article ]
www.ProHealth.com • August 18, 2013


Editor's comment: Artificial neural networks are computer models inspired by actual biological central nervous systems (the brain in particular) that are capable of machine learning and pattern recognition.  In an artificial neural network, simple artificial nodes, called “neurons,” are connected together to form a network which mimics a biological neural network.

An Artificial Neural Network Approach for Predicting Functional Outcome in Fibromyalgia Syndrome after Multidisciplinary Pain Program.

By M. Salgueiro,et al.

Abstract:

OBJECTIVE: The objective of this study was to evaluate the ability of artificial neural networks (ANNs) to predict, on the basis of clinical variables, the response of persons with fibromyalgia syndrome (FMS) to a standard, 4-week interdisciplinary pain program.

DESIGN: The design of this study is retrospective longitudinal.

SETTING: Fibromyalgia outpatient clinic in a tertiary-care general hospital.

SUBJECTS: The subjects of this study include outpatients with FMS.

INTERVENTION: Multidisciplinary pain program including pain pharmacotherapy, cognitive-behavioral therapy, physical therapy, and occupational therapy.

OUTCOME MEASURES: Reliable change (RC) of scores on the Stanford Health Assessment Questionnaire (HAQ), and accuracy of ANNs in predicting RC at discharge or at 6-month follow-up as compared to Logistic Regression.

RESULTS: ANN-based models using the sensory-discriminative and affective-motivational subscales of the McGill Pain Questionnaire, the HAQ disability index, and the anxiety subscale of Hospital Anxiety and Depression Scale at baseline as input variables correctly classified 81.81% of responders at discharge and 83.33% of responders at 6-month follow-up, as well as 100% of nonresponders at either evaluation time-point.

Logistic regression analysis, which was used for comparison, could predict treatment outcome with accuracies of 86.11% and 61.11% at discharge and follow-up, respectively, based on baseline scores on the HAQ and the mental summary component of the Medical Outcomes Study-Short Form 36.

CONCLUSIONS: Properly trained ANNs can be a useful tool for optimal treatment selection at an early stage after diagnosis, thus contributing to minimize the lag until symptom amelioration and improving tertiary prevention in patients with FMS.

Source: Pain Medicine, August 5, 2013. By M. Salgueiro, X. Basogain, A. Collado, X. Torres, J. Bilbao, F. Doñate, L. Aguilera and J.J. Azkue. Department of Neurosciences, School of Medicine and Dentistry, University of the Basque Country, Leioa, Spain.





Post a Comment

Featured Products From the ProHealth Store
Energy NADH™ 12.5mg Guaifenesin FA™ FibroSleep™

Looking for Vitamins, Herbs and Supplements?
Search the ProHealth Store for Hundreds of Natural Health Products


Article Comments



Be the first to comment on this article!

Post a Comment


 
NAD+ Ignite with Niagen

Featured Products

Energy NADH™ 12.5mg Energy NADH™ 12.5mg
Improve Energy & Cognitive Function
Hydroxocobalamin Extreme™ Hydroxocobalamin Extreme™
The B-12 Your Brain Needs for Detox & Sharpness
Optimized Curcumin Longvida® Optimized Curcumin Longvida®
Supports Cognition, Memory & Overall Health
B-12 Extreme™ B-12 Extreme™
The Most Potent Vitamin B-12 on Earth
Fibro Freedom™ Fibro Freedom™
Soothes, Strengthens & Revitalizes

Natural Remedies

When a Negative is Positive - Goodnighties Recovery Sleepwear When a Negative is Positive - Goodnighties Recovery Sleepwear
Green Coffee Extract: Unique Obesity Intervention Green Coffee Extract: Unique Obesity Intervention
Magnesium + Malic Acid: One-Two Punch for Pain & Fatigue Magnesium + Malic Acid: One-Two Punch for Pain & Fatigue
The Big Blue Fish that Helps Chase the Blues Away The Big Blue Fish that Helps Chase the Blues Away
Mitochondria-Booster NIAGEN® Shows Promise in First Human Clinical Trial Mitochondria-Booster NIAGEN® Shows Promise in First Human Clinical Trial

CONTACT US
ProHealth, Inc.
555 Maple Ave
Carpinteria, CA 93013
(800) 366-6056  |  Email

· Become a Wholesaler
· Vendor Inquiries
· Affiliate Program
SHOP WITH CONFIDENCE
Credit Card Processing
SUBSCRIBE TO OUR NEWSLETTERS
Get the latest news about Fibromyalgia, M.E/Chronic Fatigue Syndrome, Lyme Disease and Natural Wellness

CONNECT WITH US ProHealth on Facebook  ProHealth on Twitter  ProHealth on Pinterest  ProHealth on Google Plus

© 2017 ProHealth, Inc. All rights reserved. Pain Tracker App  |  Store  |  Customer Service  |  Guarantee  |  Privacy  |  Contact Us  |  Library  |  RSS  |  Site Map