[HTML][HTML] Receiver operating characteristic (ROC) curve analysis for medical diagnostic test evaluation
K Hajian-Tilaki - Caspian journal of internal medicine, 2013 - ncbi.nlm.nih.gov
This review provides the basic principle and rational for ROC analysis of rating and
continuous diagnostic test results versus a gold standard. Derived indexes of accuracy, in …
continuous diagnostic test results versus a gold standard. Derived indexes of accuracy, in …
[HTML][HTML] Sample size estimation in diagnostic test studies of biomedical informatics
K Hajian-Tilaki - Journal of biomedical informatics, 2014 - Elsevier
Objectives This review provided a conceptual framework of sample size calculations in the
studies of diagnostic test accuracy in various conditions and test outcomes. Methods The …
studies of diagnostic test accuracy in various conditions and test outcomes. Methods The …
[BOOK][B] Statistical methods in diagnostic medicine
XH Zhou, NA Obuchowski, DK McClish - 2014 - books.google.com
Praise for the First Edition"... the book is a valuable addition to the literature in the field,
serving as a much-needed guide for both clinicians and advanced students."—Zentralblatt …
serving as a much-needed guide for both clinicians and advanced students."—Zentralblatt …
[BOOK][B] Statistical pattern recognition
AR Webb - 2003 - books.google.com
Statistical pattern recognition is a very active area of study andresearch, which has seen
many advances in recent years. New andemerging applications-such as data mining, web …
many advances in recent years. New andemerging applications-such as data mining, web …
Receiver operating characteristic (ROC) curve for medical researchers
Sensitivity and specificity are two components that measure the inherent validity of a
diagnostic test for dichotomous outcomes against a gold standard. Receiver operating …
diagnostic test for dichotomous outcomes against a gold standard. Receiver operating …
[HTML][HTML] The use of receiver operating characteristic curves in biomedical informatics
TA Lasko, JG Bhagwat, KH Zou… - Journal of biomedical …, 2005 - Elsevier
Receiver operating characteristic (ROC) curves are frequently used in biomedical
informatics research to evaluate classification and prediction models for decision support …
informatics research to evaluate classification and prediction models for decision support …
Maximum likelihood estimation of receiver operating characteristic (ROC) curves from continuously‐distributed data
CE Metz, BA Herman, JH Shen - Statistics in medicine, 1998 - Wiley Online Library
We show that truth‐state runs in rank‐ordered data constitute a natural categorization of
continuously‐distributed test results for maximum likelihood (ML) estimation of ROC curves …
continuously‐distributed test results for maximum likelihood (ML) estimation of ROC curves …
Tissue-level thresholds for axonal damage in an experimental model of central nervous system white matter injury
AC Bain, DF Meaney - J. Biomech. Eng., 2000 - asmedigitalcollection.asme.org
In vivo, tissue-level, mechanical thresholds for axonal injury were determined by comparing
morphological injury and electrophysiological impairment to estimated tissue strain in an in …
morphological injury and electrophysiological impairment to estimated tissue strain in an in …
[PDF][PDF] Statistical evaluation of a biomarker
ABSTRACT A biomarker may provide a diagnosis, assess disease severity or risk, or guide
other clinical interventions such as the use of drugs. Although considerable progress has …
other clinical interventions such as the use of drugs. Although considerable progress has …
Real-time Raman Spectroscopy for In Vivo Skin Cancer Diagnosis
Raman spectroscopy is a noninvasive optical technique capable of measuring vibrational
modes of biomolecules within viable tissues. In this study, we evaluated the application of an …
modes of biomolecules within viable tissues. In this study, we evaluated the application of an …