scholarly journals Estimating Diagnostic Error without a Gold Standard: A Mixed Membership Approach

2014 ◽  
pp. 175-192
Keyword(s):  
Gold Standard ◽  
Diagnostic Error ◽  
Without A Gold Standard

scholarly journals Problems in detecting misfit of latent class models in diagnostic research without a gold standard were shown

2016 ◽  
Vol 74 ◽  
pp. 158-166 ◽  
Author(s):  
Maarten van Smeden ◽  
Daniel L. Oberski ◽  
Johannes B. Reitsma ◽  
Jeroen K. Vermunt ◽  
Karel G.M. Moons ◽  
...  
Keyword(s):  
Gold Standard ◽  
Latent Class ◽  
Latent Class Models ◽  
Diagnostic Research ◽  
Class Models ◽  
Without A Gold Standard

Detecting diagnostic error in psychiatry

Diagnosis ◽  
2014 ◽  
Vol 1 (1) ◽  
pp. 75-78 ◽  
Author(s):  
James Phillips
Keyword(s):  
Error Detection ◽  
Gold Standard ◽  
Laboratory Tests ◽  
General Medicine ◽  
Diagnostic Error ◽  
Diagnostic Process ◽  
Psychiatric Diagnoses ◽  
Tissue Analysis ◽  
Laboratory Findings ◽  
Diagnostic Categories

AbstractThe question of diagnostic error in psychiatry involves two intertwined issues, diagnosis and error detection. You cannot detect diagnostic error unless you have a reliable, valid method of making diagnoses. Since the diagnostic process is less certain in psychiatry than in general medicine, that will make the detection of error less confidant. Psychiatric diagnostic categories are developed without laboratory tests and other biomarkers. These limitations dramatically weaken the validity of psychiatric diagnoses and render error detection an uncertain undertaking, with go gold standard such as laboratory findings and tissue analysis, as in most of general medicine. With these limitations in mind, I review the methods that are available for error detection in psychiatry.

scholarly journals Evaluating estimation techniques in medical imaging without a gold standard: experimental validation

2003 ◽  
Author(s):  
John W. Hoppin ◽  
Matthew A. Kupinski ◽  
Donald W. Wilson ◽  
Todd E. Peterson ◽  
Benjamin Gershman ◽  
...  
Keyword(s):  
Medical Imaging ◽  
Gold Standard ◽  
Experimental Validation ◽  
Estimation Techniques ◽  
Without A Gold Standard
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