Validation of a Korean version of the insomnia severity index

YW Cho, ML Song, CM Morin - Journal of clinical neurology, 2014 - synapse.koreamed.org
Background and Purpose The purposes of this study were to standardize and validate a
Korean version of the Insomnia Severity Index (ISI-K), and to evaluate its clinical usefulness …

Calf circumference as a surrogate marker of muscle mass for diagnosing sarcopenia in J apanese men and women

R Kawakami, H Murakami, K Sanada… - Geriatrics & …, 2015 - Wiley Online Library
Aim To examine the relationship between calf circumference and muscle mass, and to
evaluate the suitability of calf circumference as a surrogate marker of muscle mass for the …

Receiver operating characteristic (ROC) curve for medical researchers

R Kumar, A Indrayan - Indian pediatrics, 2011 - Springer
Sensitivity and specificity are two components that measure the inherent validity of a
diagnostic test for dichotomous outcomes against a gold standard. Receiver operating …

Classification accuracy and cut point selection

X Liu - Statistics in medicine, 2012 - Wiley Online Library
In biomedical research and practice, quantitative tests or biomarkers are often used for
diagnostic or screening purposes, with a cut point established on the quantitative …

Anti–JC virus antibody levels in serum or plasma further define risk of natalizumab‐associated progressive multifocal leukoencephalopathy

T Plavina, M Subramanyam, G Bloomgren… - Annals of …, 2014 - Wiley Online Library
Objective The increased risk of progressive multifocal leukoencephalopathy (PML) with
natalizumab treatment is associated with the presence of anti–JC virus (JCV) antibodies. We …

Insights into the area under the receiver operating characteristic curve (AUC) as a discrimination measure in species distribution modelling

A Jiménez‐Valverde - Global Ecology and Biogeography, 2012 - Wiley Online Library
Aim The area under the receiver operating characteristic (ROC) curve (AUC) is a widely
used statistic for assessing the discriminatory capacity of species distribution models. Here, I …

Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges

AK Füzéry, J Levin, MM Chan, DW Chan - Clinical proteomics, 2013 - Springer
Tremendous efforts have been made over the past few decades to discover novel cancer
biomarkers for use in clinical practice. However, a striking discrepancy exists between the …

Opprentice: Towards practical and automatic anomaly detection through machine learning

D Liu, Y Zhao, H Xu, Y Sun, D Pei, J Luo… - Proceedings of the …, 2015 - dl.acm.org
Closely monitoring service performance and detecting anomalies are critical for Internet-
based services. However, even though dozens of anomaly detectors have been proposed …

Ankylosing Spondylitis Disease Activity Score (ASDAS): defining cut-off values for disease activity states and improvement scores

P Machado, R Landewé, E Lie, TK Kvien… - Annals of the …, 2011 - ard.bmj.com
Background The Ankylosing Spondylitis Disease Activity Score (ASDAS) is a new composite
index to assess disease activity in ankylosing spondylitis (AS). It fulfils important aspects of …

Shrinkage priors for Bayesian penalized regression

S Van Erp, DL Oberski, J Mulder - Journal of Mathematical Psychology, 2019 - Elsevier
In linear regression problems with many predictors, penalized regression techniques are
often used to guard against overfitting and to select variables relevant for predicting an …