Activate Now
 
ProHealth health 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

The New Dual Activation Pain Relief Cream

The Importance of B Vitamins for Brain Health and Combating Dementia

High serum omega-6 polyunsaturated fatty acid concentrations linked to lower risk of type 2 diabetes

SURVEY RESULTS: Medical Marijuana

Vitamin D supplementation shows promise for Hashimoto's thyroiditis

Recipe: Mega-Golden Milk

A Paleolithic-type diet may help reduce future risk of diabetes and cardiovascular disease

Large whey protein breakfast may help manage type 2 diabetes

Meta-analysis adds evidence to antidepressant effect for omega-3

Higher vitamin C intake may help slow cataract progression

 
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
Ultra ATP+, Double Strength Mitochondria Ignite™ with NT Factor® Vitamin D3 Extreme™

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


 
Aching for Pain Relief?

Featured Products

Vitamin D3 Extreme™ Vitamin D3 Extreme™
50,000 IU Vitamin D3 - Prescription Strength
Ultra ATP+, Double Strength Ultra ATP+, Double Strength
Get energized with malic acid & magnesium
Mitochondria Ignite™ with NT Factor® Mitochondria Ignite™ with NT Factor®
Reduce Fatigue up to 45%
Optimized Curcumin Longvida® Optimized Curcumin Longvida®
Supports Cognition, Memory & Overall Health
Energy NADH™ 12.5mg Energy NADH™ 12.5mg
Improve Energy & Cognitive Function

Natural Remedies

Sunshine Vitamin Has D-lightful Health Benefits Sunshine Vitamin Has D-lightful Health Benefits
Carry a Massage Therapist in Your Pocket Carry a Massage Therapist in Your Pocket
Mitochondria-Booster NIAGEN® Shows Promise in First Human Clinical Trial Mitochondria-Booster NIAGEN® Shows Promise in First Human Clinical Trial
Vitamin K-2 – A Key Player in Cardiovascular and Bone Health Vitamin K-2 – A Key Player in Cardiovascular and Bone Health
IBS, Crohn’s Disease, Colitis, and Other Digestive Disorders IBS, Crohn’s Disease, Colitis, and Other Digestive Disorders

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

· Become a Wholesaler

· Affiliate Program
SHOP WITH CONFIDENCE
Credit Card Processing
SUBSCRIBE AND SAVE 15% NOW*
Be the first to know about new products, special discounts and the latest health news. *New subscribers only

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

© 2016 ProHealth, Inc. All rights reserved. Store  |  Customer Service  |  Guarantee  |  Privacy  |  Contact Us  |  Library  |  RSS  |  Site Map