Niels Peek
Orcid: 0000-0002-6393-9969
According to our database1,
Niels Peek
authored at least 118 papers
between 1995 and 2023.
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Bibliography
2023
Corrigendum to "Mixed methods evaluation of a computerised audit and feedback dashboard to improve patient safety through targeting acute kidney injury (AKI) in primary care" [Int. J. Med. Inform. 145 (2021) 104299].
Int. J. Medical Informatics, July, 2023
A Novel Automated Approach to Mutation-Cancer Relation Extraction by Incorporating Heterogeneous Knowledge.
IEEE J. Biomed. Health Informatics, February, 2023
Exploring the Consistency, Quality and Challenges in Manual and Automated Coding of Free-text Diagnoses from Hospital Outpatient Letters.
CoRR, 2023
Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Applying Team Science to Collaborative Digital Health Research: Learnings from the Wearable Clinic.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Comparing Predictive Performance of Time Invariant and Time Variant Clinical Prediction Models in Cardiac Surgery.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023
Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023
2022
Systematic review and narrative synthesis of computerized audit and feedback systems in healthcare.
J. Am. Medical Informatics Assoc., 2022
Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study.
Proceedings of the AMIA 2022, 2022
2021
Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment.
IEEE J. Biomed. Health Informatics, 2021
J. Biomed. Informatics, 2021
Attention-based bidirectional long short-term memory networks for extracting temporal relationships from clinical discharge summaries.
J. Biomed. Informatics, 2021
Corrigendum to "Extraction of temporal relations from clinical free text: A systematic review of current approaches" [J. Biomed. Inf. 108 (2020) 103488].
J. Biomed. Informatics, 2021
Trading off accuracy and explainability in AI decision-making: findings from 2 citizens' juries.
J. Am. Medical Informatics Assoc., 2021
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction.
J. Am. Medical Informatics Assoc., 2021
Mixed methods evaluation of a computerised audit and feedback dashboard to improve patient safety through targeting acute kidney injury (AKI) in primary care.
Int. J. Medical Informatics, 2021
Can Researchers Assess the Suitability of Datasets to Answer Their Research Questions, with Access to Metadata Only?
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used.
Proceedings of the 9th IEEE International Conference on Healthcare Informatics, 2021
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021
2020
Understanding the utilisation of a novel interactive electronic medication safety dashboard in general practice: a mixed methods study.
BMC Medical Informatics Decis. Mak., 2020
Extraction of temporal relations from clinical free text: A systematic review of current approaches.
J. Biomed. Informatics, 2020
Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews.
CoRR, 2020
Artif. Intell. Medicine, 2020
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records.
Artif. Intell. Medicine, 2020
Artif. Intell. Medicine, 2020
Probabilistic Approaches to Overcome Content Heterogeneity in Data Integration: A Study Case in Systematic Lupus Erythematosus.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Preliminary Safety Analysis of a Wearable Clinic for the Early Detection of Psychotic Relapse.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future.
Proceedings of the AMIA 2020, 2020
2019
Explicit causal reasoning is needed to prevent prognostic models being victims of their own success.
J. Am. Medical Informatics Assoc., 2019
Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review.
J. Am. Medical Informatics Assoc., 2019
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting.
Int. J. Medical Informatics, 2019
How different visualizations affect human reasoning about uncertainty: An analysis of visual behaviour.
Comput. Hum. Behav., 2019
Design and Implementation of a Convolutional Neural Network on an Edge Computing Smartphone for Human Activity Recognition.
IEEE Access, 2019
Behavioural Phenotyping of Daily Activities Relevant to Social Functioning Based on Smartphone-Collected Geolocation Data.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
A Dashboard for Latent Class Trajectory Modeling: Application in Rheumatoid Arthritis.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019
Physical activity based classification of serious mental illness group participants in the UK Biobank using ensemble dense neural networks.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Implementation of a batch normalized deep LSTM recurrent network on a smartphone for human activity recognition.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
The Minimum Sampling Rate and Sampling Duration When Applying Geolocation Data Technology to Human Activity Monitoring.
Proceedings of the Artificial Intelligence in Medicine, 2019
Proceedings of the Artificial Intelligence in Medicine, 2019
2018
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour.
BMC Medical Informatics Decis. Mak., 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.
Int. J. Medical Informatics, 2018
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
Patient Stratification Using Longitudinal Data - Application of Latent Class Mixed Models.
Proceedings of the Building Continents of Knowledge in Oceans of Data: The Future of Co-Created eHealth, 2018
An investigation of the effects of n-gram length in scanpath analysis for eye-tracking research.
Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018
Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 2018 International Conference on Digital Health, 2018
2017
J. Biomed. 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.
Int. J. Medical Informatics, 2017
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
2016
Optimizing the user interface of a data entry module for an electronic patient record for cardiac rehabilitation: A mixed method usability approach.
Int. J. Medical Informatics, 2016
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
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.
J. Biomed. Informatics, 2015
Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes.
Artif. Intell. 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
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.
Int. J. Medical Informatics, 2013
Safety and usability evaluation of a web-based insulin self-titration system for patients with type 2 diabetes mellitus.
Artif. Intell. 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
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.
Int. J. Medical Informatics, 2011
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.
J. Biomed. Informatics, 2010
Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit.
J. Biomed. Informatics, 2010
Effect of predefined order sets and usability problems on efficiency of computerized medication ordering.
Int. J. Medical Informatics, 2010
The effect of computerized decision support on barriers to guideline implementation: A qualitative study in outpatient cardiac rehabilitation.
Int. 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.
Int. J. Medical Informatics, 2009
2008
Research Paper: Individual and Joint Expert Judgments as Reference Standards in Artifact Detection.
J. Am. Medical Informatics Assoc., 2008
Development of a guideline-based decision support system with explanation facilities for outpatient therapy.
Comput. Methods Programs Biomed., 2008
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
J. Biomed. Informatics, 2007
J. Biomed. 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.
Int. J. Medical Informatics, 2007
Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data.
Artif. Intell. 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
Proceedings of the Artificial Intelligence in Medicine, 2007
Proceedings of the Artificial Intelligence in Medicine, 2007
2006
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
Proceedings of the Artificial Intelligence in Medicine, 2005
2002
Representation of decision-theoretic plans as sets of symbolic decision rules.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
1999
Artif. Intell. Medicine, 1999
Artif. Intell. Medicine, 1999
1997
Proceedings of the Artificial Intelligence Medicine, 1997
1995
A Case-based Filter for Diagnostic Belief Networks.
Proceedings of the Fifth Scandinavian Conference on Artificial Intelligence, 1995