Non‐analytical models of clinical reasoning: the role of experience

G Norman, M Young, L Brooks - Medical education, 2007 - Wiley Online Library
Objective This paper aims to summarise the evidence supporting the role of experience‐
based, non‐analytic reasoning (NAR) or pattern recognition as a central feature of expert …

Evaluating informatics applications—clinical decision support systems literature review

B Kaplan - International journal of medical informatics, 2001 - Elsevier
This paper reviews clinical decision support systems (CDSS) literature, with a focus on
evaluation. The literature indicates a general consensus that clinical decision support …

Overview of clinical decision support systems

ES Berner, TJ La Lande - Clinical decision support systems: Theory and …, 2016 - Springer
Clinical decision support systems (CDSS) are computer systems designed to impact
clinician decision making about individual patients at the point in time that these decisions …

Precision diagnosis: a view of the clinical decision support systems (CDSS) landscape through the lens of critical care

A Belard, T Buchman, J Forsberg, BK Potter… - Journal of clinical …, 2017 - Springer
Improving diagnosis and treatment depends on clinical monitoring and computing. Clinical
decision support systems (CDSS) have been in existence for over 50 years. While the …

The effectiveness of electronic differential diagnoses (DDX) generators: a systematic review and meta-analysis

N Riches, M Panagioti, R Alam, S Cheraghi-Sohi… - PloS one, 2016 - journals.plos.org
Background Diagnostic errors are costly and they can contribute to adverse patient
outcomes, including avoidable deaths. Differential diagnosis (DDX) generators are …

Confirmation bias: why psychiatrists stick to wrong preliminary diagnoses

R Mendel, E Traut-Mattausch, E Jonas… - Psychological …, 2011 - cambridge.org
BackgroundDiagnostic errors can have tremendous consequences because they can result
in a fatal chain of wrong decisions. Experts assume that physicians' desire to confirm a …

Modeling paradigms for medical diagnostic decision support: a survey and future directions

KB Wagholikar, V Sundararajan… - Journal of medical …, 2012 - Springer
Use of computer based decision tools to aid clinical decision making, has been a primary
goal of research in biomedical informatics. Research in the last five decades has led to the …

Ensemble strategies for a medical diagnostic decision support system: A breast cancer diagnosis application

D West, P Mangiameli, R Rampal, V West - European Journal of …, 2005 - Elsevier
The model selection strategy is an important determinant of the performance and
acceptance of a medical diagnostic decision support system based on supervised learning …

Do physicians value decision support? A look at the effect of decision support systems on physician opinion

S Dreiseitl, M Binder - Artificial intelligence in medicine, 2005 - Elsevier
OBJECTIVE:: Clinical decision support systems are on the verge of becoming routine
software tools in clinical settings. We investigate the question of how physicians react when …

Modeling a medical environment: an ontology for integrated medical informatics design

JR Hajdukiewicz, KJ Vicente, DJ Doyle… - International journal of …, 2001 - Elsevier
Modern medical environments have seen an increase in technological complexity and
pressures of handling more patients with fewer resources, resulting in higher demands on …