[HTML][HTML] Data mining in clinical big data: the frequently used databases, steps, and methodological models

WT Wu, YJ Li, AZ Feng, L Li, T Huang, AD Xu… - Military Medical …, 2021 - Springer
Many high quality studies have emerged from public databases, such as Surveillance,
Epidemiology, and End Results (SEER), National Health and Nutrition Examination Survey …

Fibromyalgia: a critical and comprehensive review

AT Borchers, ME Gershwin - Clinical reviews in allergy & immunology, 2015 - Springer
Fibromyalgia is a disorder that is part of a spectrum of syndromes that lack precise
classification. It is often considered as part of the global overview of functional somatic …

The different clinical faces of obstructive sleep apnoea: a cluster analysis

L Ye, GW Pien, SJ Ratcliffe… - European …, 2014 - Eur Respiratory Soc
Although commonly observed in clinical practice, the heterogeneity of obstructive sleep
apnoea (OSA) clinical presentation has not been formally characterised. This study was the …

A comparison of pain, fatigue, and function between post–COVID-19 condition, fibromyalgia, and chronic fatigue syndrome: A survey study

S Haider, AJ Janowski, JB Lesnak, K Hayashi… - Pain, 2023 - journals.lww.com
A growing number of individuals report prolonged symptoms following acute Coronavirus-19
(COVID-19) infection, known as post–COVID-19 condition (post-COVID-19). While studies …

[HTML][HTML] Unravelling fibromyalgia—steps toward individualized management

W Häuser, S Perrot, DJ Clauw, MA Fitzcharles - The Journal of Pain, 2018 - Elsevier
The heterogeneity of the clinical presentation and the pathophysiologic mechanisms
associated with fibromyalgia (FM), and the modest results on average for any therapy, call …

[HTML][HTML] Hierarchical clustering by patient-reported pain distribution alone identifies distinct chronic pain subgroups differing by pain intensity, quality, and clinical …

BJ Alter, NP Anderson, AG Gillman, Q Yin, JH Jeong… - PLoS …, 2021 - journals.plos.org
Background In clinical practice, the bodily distribution of chronic pain is often used in
conjunction with other signs and symptoms to support a diagnosis or treatment plan. For …

[HTML][HTML] Pain and fatigue variability patterns distinguish subgroups of fibromyalgia patients

EJ Bartley, ME Robinson, R Staud - The Journal of Pain, 2018 - Elsevier
The current study examined between-and within-subject variability in pain-related symptoms
as predictors of pain and fatigue, and identified patient subgroups on the basis of symptom …

[HTML][HTML] OMERACT-based fibromyalgia symptom subgroups: an exploratory cluster analysis

A Vincent, TL Hoskin, MO Whipple, DJ Clauw… - Arthritis research & …, 2014 - Springer
Introduction The aim of this study was to identify subsets of patients with fibromyalgia with
similar symptom profiles using the Outcome Measures in Rheumatology (OMERACT) core …

Adaptation profiles comprising objective and subjective measures in fibromyalgia: The al-Ándalus project

F Estevez-Lopez, V Segura-Jiménez… - …, 2017 - academic.oup.com
Objectives The aim of this study was to identify subgroups in terms of adaptation to FM and
to test differences in FM severity between these subgroups. Methods The al-Ándalus project …

Genome-wide analysis of single nucleotide polymorphisms and copy number variants in fibromyalgia suggest a role for the central nervous system

E Docampo, G Escaramís, M Gratacòs, S Villatoro… - PAIN®, 2014 - Elsevier
Fibromyalgia (FM) is a highly disabling syndrome defined by a low pain threshold and a
permanent state of pain. The mechanisms explaining this complex disorder remain unclear …