Niels Peek

According to our database1, Niels Peek
  • authored at least 69 papers between 1995 and 2018.
  • has a "Dijkstra number"2 of five.

Timeline

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Bibliography

2018
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour.
BMC Med. Inf. & Decision Making, 2018

How do people use information presentation to make decisions in Bayesian reasoning tasks?
Int. J. Hum.-Comput. Stud., 2018

The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review.
I. J. Medical Informatics, 2018

2017
Clinical code set engineering for reusing EHR data for research: A review.
Journal of Biomedical Informatics, 2017

What is needed to implement a web-based audit and feedback intervention with outreach visits to improve care quality: A concept mapping study among cardiac rehabilitation teams.
I. J. Medical Informatics, 2017

Artificial Intelligence in Medicine AIME 2015.
Artificial Intelligence in Medicine, 2017

Patient Portal Adoption Rates: A Systematic Literature Review and Meta-Analysis.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Clinical code set engineering for reusing EHR data for research: A review.
Proceedings of the AMIA 2017, 2017

2016
Optimizing the user interface of a data entry module for an electronic patient record for cardiac rehabilitation: A mixed method usability approach.
I. J. Medical Informatics, 2016

Making Medication Data Meaningful: Illustrated with Hypertension.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Optimizing Digital Health Informatics Interventions Through Unobtrusive Quantitative Process Evaluations.
Proceedings of the Exploring Complexity in Health: An Interdisciplinary Systems Approach - Proceedings of MIE2016 at HEC2016, Munich, Germany, 28 August, 2016

Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015
Using personas to tailor educational messages to the preferences of coronary heart disease patients.
Journal of Biomedical Informatics, 2015

Artificial Intelligence in Medicine AIME 2013.
Artificial Intelligence in Medicine, 2015

Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes.
Artificial Intelligence in Medicine, 2015

How to use concept mapping to identify barriers and facilitators of an electronic quality improvement intervention.
Proceedings of the Digital Healthcare Empowering Europeans, 2015

An eHealth Approach to Reporting Allergic Reactions to Food and Closing the Knowledge Gap.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Inside the Black Box of Audit and Feedback: a Laboratory Study to Explore Determinants of Improvement Target Selection by Healthcare Professionals in Cardiac Rehabilitation.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

The Case for Conceptual and Computable Cross-Fertilization Between Audit and Feedback and Clinical Decision Support.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Making Hypertensive Medication Data Meaningful.
Proceedings of the AMIA 2015, 2015

Improving guideline concordance in multidisciplinary teams: preliminary results of a cluster-randomized trial evaluating the effect of a web-based audit and feedback intervention with outreach visits.
Proceedings of the AMIA 2015, 2015

2014
Determinants of Eligibility and Use of Ehealth for Cardiac Rehabilitation Patients: Preliminary Results.
Proceedings of the e-Health - For Continuity of Care - Proceedings of MIE2014, the 25th European Medical Informatics Conference, Istanbul, Turkey, August 31, 2014

2013
A qualitative participatory study to identify experiences of coronary heart disease patients to support the development of online self-management services.
I. J. Medical Informatics, 2013

Safety and usability evaluation of a web-based insulin self-titration system for patients with type 2 diabetes mellitus.
Artificial Intelligence in Medicine, 2013

Changes in the Cardiac Rehabilitation Workflow Process Needed for the Implementation of a Self-Management System.
Proceedings of the MEDINFO 2013, 2013

Big Data Analytics in Biomedicine and Health: Trends and Challenges.
Proceedings of the MEDINFO 2013, 2013

A Web-based System to Facilitate Local, Systematic Quality Improvement by Multidisciplinary Care Teams: Development and First Experiences of CARDSS Online.
Proceedings of the MEDINFO 2013, 2013

Handling Intra-Cluster Correlation when Analyzing the Effects of Decision Support on Health Care Process Measures.
Proceedings of the Data and Knowledge for Medical Decision Support, 2013

Using personas as an intermediate construct in the development of tailored messages: a Case Study.
Proceedings of the Context Sensitive Health Informatics: Human and Sociotechnical Approaches, 2013

Biomedical and Healthcare Analytics on Big Data.
Proceedings of the AMIA 2013, 2013

A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome.
Proceedings of the AMIA 2013, 2013

2011
The role of standardized data and terminological systems in computerized clinical decision support systems: Literature review and survey.
I. J. Medical Informatics, 2011

Development of a Web-Based Decision Support System for Insulin Self-Titration.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

A Comparison of Internal Versus External Risk-Adjustment for Monitoring Clinical Outcomes.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

Modified Rand Method to Derive Quality Indicators: a Case Study in Cardiac Rehabilitation.
Proceedings of the User Centered Networked Health Care - Proceedings of MIE 2011, 2011

CARDSS: Development and Evaluation of a Guideline Based Decision Support System for Cardiac Rehabilitation.
Proceedings of the Artificial Intelligence in Medicine, 2011

2010
Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences.
Journal of Biomedical Informatics, 2010

Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit.
Journal of Biomedical Informatics, 2010

Effect of predefined order sets and usability problems on efficiency of computerized medication ordering.
I. J. Medical Informatics, 2010

The effect of computerized decision support on barriers to guideline implementation: A qualitative study in outpatient cardiac rehabilitation.
I. J. Medical Informatics, 2010

Design of a continuous multifaceted guideline-implementation strategy based on computerized decision support.
Proceedings of the MEDINFO 2010, 2010

Assessment of user needs for self-management services in coronary heart disease: a designerly approach.
Proceedings of the ECCE 2010, 2010

2009
A parallel guideline development and formalization strategy to improve the quality of clinical practice guidelines.
I. J. Medical Informatics, 2009

2008
Research Paper: Individual and Joint Expert Judgments as Reference Standards in Artifact Detection.
JAMIA, 2008

Development of a guideline-based decision support system with explanation facilities for outpatient therapy.
Computer Methods and Programs in Biomedicine, 2008

Subjective usability of the CARDSS guideline-based decision support system.
Proceedings of the eHealth Beyond the Horizon, 2008

Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study.
Proceedings of the AMIA 2008, 2008

2007
Prognostic Bayesian networks: II: An application in the domain of cardiac surgery.
Journal of Biomedical Informatics, 2007

Prognostic Bayesian networks: I: Rationale, learning procedure, and clinical use.
Journal of Biomedical Informatics, 2007

Intelligent data analysis in biomedicine.
Journal of Biomedical Informatics, 2007

The use of a registry database in clinical trial design: Assessing the influence of entry criteria on statistical power and number of eligible patients.
I. J. Medical Informatics, 2007

Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data.
Artificial Intelligence in Medicine, 2007

Bayesian Networks for Multivariate Data Analysis and Prognostic Modelling in Cardiac Surgery.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

A Nearest Neighbor Approach to Predicting Survival Time with an Application in Chronic Respiratory Disease.
Proceedings of the Artificial Intelligence in Medicine, 2007

Analyzing Differences in Operational Disease Definitions Using Ontological Modeling.
Proceedings of the Artificial Intelligence in Medicine, 2007

ProCarSur: A System for Dynamic Prognostic Reasoning in Cardiac Surgery.
Proceedings of the Artificial Intelligence in Medicine, 2007

2006
A Markov model to describe daily changes in organ failure for patients at the ICU.
Proceedings of the Ubiquity: Technologies for Better Health in Aging Societies, 2006

2005
Investigating the Effect of Differences in Entry Criteria on Trial Populations: A Method with an Application in Severe Sepsis.
Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

Representation and execution of temporal criteria for guideline-based medical decision support at the Intensive Care Unit.
Proceedings of the BNAIC 2005, 2005

Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data.
Proceedings of the AMIA 2005, 2005

Dichotomization of ICU Length of Stay Based on Model Calibration.
Proceedings of the Artificial Intelligence in Medicine, 2005

2002
Representation of decision-theoretic plans as sets of symbolic decision rules.
Proceedings of the 15th Eureopean Conference on Artificial Intelligence, 2002

1999
Explicit temporal models for decision-theoretic planning of clinical management.
Artificial Intelligence in Medicine, 1999

Using sensitivity analysis for efficient quantification of a belief network.
Artificial Intelligence in Medicine, 1999

1997
Representing Law in Partial Information Structures.
Artif. Intell. Law, 1997

Developing a Decision-Theoretic Network for a Congenital Heart Disease.
Proceedings of the Artificial Intelligence Medicine, 1997

1995
A Case-based Filter for Diagnostic Belief Networks.
SCAI, 1995


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