Niels Peek - RankMe

125 papers A 1B 14Misc 10Journal 55Unranked 45

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Prediction of Survival Outcomes under Clinical Presence Shift: A Joint Neural Network Architecture. CoRR Vincent Jeanselme, Glen P. Martin, Matthew Sperrin, Niels Peek, Brian D. M. Tom, Jessica K. Barrett
2024	J	`jnl`	The power and promise of transparency: Perspectives from citizens' juries of pandemic health data sharing. Big Data Soc. Louise Laverty, Elisa Jones, Niels Peek, Malcolm Oswald, Kyle Bozentko, Sarah Atwood, Sabine van der Veer
2023	J	`jnl`	A Novel Automated Approach to Mutation-Cancer Relation Extraction by Incorporating Heterogeneous Knowledge. IEEE J. Biomed. Health Informatics Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
2023	—	`conf`	Applying Team Science to Collaborative Digital Health Research: Learnings from the Wearable Clinic. MedInfo Niels Peek, Charlotte Stockton-Powdrell, Alexander J. Casson, Matthew Sperrin, Bijan Parsia, Andrea Manca, Cynthia Iglesias, Ibrahim Habli, Lamiece Hassan, Steven Antrobus, Matthew Machin
2023	—	`conf`	Comparing Predictive Performance of Time Invariant and Time Variant Clinical Prediction Models in Cardiac Surgery. MedInfo David A. Jenkins, Glen P. Martin, Matthew Sperrin, Benjamin Brown, Linda Kimani, Stuart Grant, Niels Peek
2023	—	`conf`	Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study. MedInfo Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
2023	J	`jnl`	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 Jung Yin Tsang, Benjamin Brown, Niels Peek, Stephen Campbell, Thomas Blakeman
2023	J	`jnl`	Exploring the Consistency, Quality and Challenges in Manual and Automated Coding of Free-text Diagnoses from Hospital Outpatient Letters. CoRR Warren Del-Pinto, George Demetriou, Meghna Jani, Rikesh Patel, Leanne Gray, Alex Bulcock, Niels Peek, Andrew S. Kanter, William G. Dixon, Goran Nenadic
2023	—	`conf`	Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection. BioNLP@ACL Jiarun Cao, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
2022	J	`jnl`	DeepJoint: Robust Survival Modelling Under Clinical Presence Shift. CoRR Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett
2022	Misc	`conf`	Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study. AMIA Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin
2022	J	`jnl`	Systematic review and narrative synthesis of computerized audit and feedback systems in healthcare. J. Am. Medical Informatics Assoc. Jung Yin Tsang, Niels Peek, Iain E. Buchan, Sabine N. van der Veer, Benjamin Brown
2021	J	`jnl`	Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment. IEEE J. Biomed. Health Informatics William Hulme, Glen P. Martin, Matthew Sperrin, Alexander J. Casson, Sandra Bucci, Shôn Lewis, Niels Peek
2021	J	`jnl`	Attention-based bidirectional long short-term memory networks for extracting temporal relationships from clinical discharge summaries. J. Biomed. Informatics Ghada Alfattni, Niels Peek, Goran Nenadic
2021	—	`conf`	Can Researchers Assess the Suitability of Datasets to Answer Their Research Questions, with Access to Metadata Only? MedInfo George Tilston, Richard Williams, Emily Griffiths, Sarah Al-Adely, Saskia Lawson-Tovey, William Hulme, Andrea Short, Jim Davies, James Welch, Niels Peek
2021	J	`jnl`	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 Ghada Alfattni, Niels Peek, Goran Nenadic
2021	J	`jnl`	EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. CoRR Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
2021	B	`conf`	EPICURE: Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. CBMS Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou
2021	Misc	`conf`	Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. AMIA Antonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland
2021	—	`conf`	Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. ICHI Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin
2021	J	`jnl`	Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. J. Am. Medical Informatics Assoc. Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, Niels Peek, Glen P. Martin
2021	J	`jnl`	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 Jung Yin Tsang, Benjamin Brown, Niels Peek, Stephen Campbell, Thomas Blakeman
2021	—	`conf`	Patient Safety Informatics: Meeting the Challenges of Emerging Digital Health. MedInfo Ciarán McInerney, Jonathan Benn, Dawn Dowding, Ibrahim Habli, David A. Jenkins, Carolyn McCrorie, Niels Peek, Rebecca Randell, Richard Williams, Owen A. Johnson
2021	J	`jnl`	Ranking sets of morbidities using hypergraph centrality. J. Biomed. Informatics James Rafferty, Alan J. Watkins, Jane Lyons, Ronan A. Lyons, Ashley Akbari, Niels Peek, Farideh Jalali-najafabadi, Thamer Ba Dhafari, Alexander Pate, Glen P. Martin, Rowena Bailey
2021	J	`jnl`	Trading off accuracy and explainability in AI decision-making: findings from 2 citizens' juries. J. Am. Medical Informatics Assoc. Sabine N. van der Veer, Lisa Riste, Sudeh Cheraghi-Sohi, Denham L. Phipps, Mary P. Tully, Kyle Bozentko, Sarah Atwood, Alex Hubbard, Carl Wiper, Malcolm Oswald, Niels Peek
2020	Misc	`conf`	Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. AMIA John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek
2020	J	`jnl`	Extraction of temporal relations from clinical free text: A systematic review of current approaches. J. Biomed. Informatics Ghada Alfattni, Niels Peek, Goran Nenadic
2020	J	`jnl`	Mining post-surgical care processes in breast cancer patients. Artif. Intell. Medicine Lorenzo Chiudinelli, Arianna Dagliati, Valentina Tibollo, Sara Albasini, Nophar Geifman, Niels Peek, John H. Holmes, Fabio Corsi, Riccardo Bellazzi, Lucia Sacchi
2020	—	`conf`	Preliminary Safety Analysis of a Wearable Clinic for the Early Detection of Psychotic Relapse. MIE Ibrahim Habli, Charlotte Stockton-Powdrell, Matthew Machin, Paolo Fraccaro, Shôn Lewis, Niels Peek
2020	—	`conf`	Probabilistic Approaches to Overcome Content Heterogeneity in Data Integration: A Study Case in Systematic Lupus Erythematosus. MIE Alexia Sampri, Nophar Geifman, Helen Le Sueur, Patrick Doherty, Philip A. Couch, Ian Bruce, Niels Peek
2020	J	`jnl`	Seven pillars of precision digital health and medicine. Artif. Intell. Medicine Arash Shaban-Nejad, Martin Michalowski, Niels Peek, John S. Brownstein, David L. Buckeridge
2020	J	`jnl`	Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews. CoRR Glen P. Martin, David A. Jenkins, Lucy Bull, Rose Sisk, Lijing Lin, William Hulme, Anthony Wilson, Wenjuan Wang, Michael Barrowman, Camilla Sammut-Powell, Alexander Pate, Matthew Sperrin, Niels Peek
2020	J	`jnl`	Understanding the utilisation of a novel interactive electronic medication safety dashboard in general practice: a mixed methods study. BMC Medical Informatics Decis. Mak. Mark Jeffries, Wouter T. Gude, Richard Keers, Denham L. Phipps, Richard Williams, Evangelos Kontopantelis, Benjamin Brown, Anthony J. Avery, Niels Peek, Darren M. Ashcroft
2020	J	`jnl`	Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records. Artif. Intell. Medicine Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Seyed Erfan Sajjadi, Allan Tucker
2019	—	`conf`	A Dashboard for Latent Class Trajectory Modeling: Application in Rheumatoid Arthritis. MedInfo Beatrice Amico, Arianna Dagliati, Darren Plant, Anne Barton, Niels Peek, Nophar Geifman
2019	—	`conf`	Behavioural Phenotyping of Daily Activities Relevant to Social Functioning Based on Smartphone-Collected Geolocation Data. MedInfo Paolo Fraccaro, Stuart Lavery-Blackie, Sabine N. van der Veer, Niels Peek
2019	B	`conf`	Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia. CBMS William Hulme, Charlotte Stockton-Powdrell, Shôn Lewis, Glen P. Martin, Sandra Bucci, Bijan Parsia, Alexander J. Casson, Ibrahim Habli, Niels Peek
2019	J	`jnl`	Design and Implementation of a Convolutional Neural Network on an Edge Computing Smartphone for Human Activity Recognition. IEEE Access Tahmina Zebin, Patricia J. Scully, Niels Peek, Alexander J. Casson, Krikor B. Ozanyan
2019	J	`jnl`	Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review. J. Am. Medical Informatics Assoc. Paolo Fraccaro, Anna L. Beukenhorst, Matthew Sperrin, Simon Harper, Jasper Palmier-Claus, Shôn Lewis, Sabine N. van der Veer, Niels Peek
2019	—	`conf`	Downsampling wearable sensor data packets by measuring their information value. IEEE SENSORS Miguel A. G. Belmonte, Alexander J. Casson, Niels Peek
2019	J	`jnl`	Explicit causal reasoning is needed to prevent prognostic models being victims of their own success. J. Am. Medical Informatics Assoc. Matthew Sperrin, David A. Jenkins, Glen P. Martin, Niels Peek
2019	J	`jnl`	How different visualizations affect human reasoning about uncertainty: An analysis of visual behaviour. Comput. Hum. Behav. Manuele Reani, Niels Peek, Caroline Jay
2019	—	`conf`	Implementation of a batch normalized deep LSTM recurrent network on a smartphone for human activity recognition. BHI Tahmina Zebin, Ertan Balaban, Krikor B. Ozanyan, Alexander J. Casson, Niels Peek
2019	B	`conf`	Inferring Temporal Phenotypes with Topological Data Analysis and Pseudo Time-Series. AIME Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Seyed Erfan Sajjadi, Allan Tucker
2019	J	`jnl`	Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting. Int. J. Medical Informatics Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
2019	—	`conf`	Physical activity based classification of serious mental illness group participants in the UK Biobank using ensemble dense neural networks. EMBC Tahmina Zebin, Niels Peek, Alexander J. Casson
2019	—	`conf`	Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing. MedInfo Richard Williams, Darren M. Ashcroft, Benjamin Brown, Eric Rojas, Niels Peek, Owen A. Johnson
2019	B	`conf`	The Minimum Sampling Rate and Sampling Duration When Applying Geolocation Data Technology to Human Activity Monitoring. AIME Yan Zheng, Paolo Fraccaro, Niels Peek
2018	B	`conf`	An investigation of the effects of n-gram length in scanpath analysis for eye-tracking research. ETRA Manuele Reani, Niels Peek, Caroline Jay
2018	J	`jnl`	How do people use information presentation to make decisions in Bayesian reasoning tasks? Int. J. Hum. Comput. Stud. Manuele Reani, Alan Davies, Niels Peek, Caroline Jay
2018	—	`conf`	Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks. EMBC Tahmina Zebin, Matthew Sperrin, Niels Peek, Alexander J. Casson
2018	—	`conf`	Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard. DH Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo
2018	—	`conf`	Patient Stratification Using Longitudinal Data - Application of Latent Class Mixed Models. MIE Nophar Geifman, Hannah Lennon, Niels Peek
2018	J	`jnl`	Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour. BMC Medical Informatics Decis. Mak. Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Sabine N. van der Veer, Lamiece Hassan, Richard Williams, Grahame Wood, Smeeta Sinha, Iain E. Buchan, Niels Peek
2018	—	`conf`	Process Mining in Primary Care: A Literature Review. MIE Richard Williams, Eric Rojas, Niels Peek, Owen A. Johnson
2018	J	`jnl`	The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review. Int. J. Medical Informatics Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer
2018	J	`jnl`	Three controversies in health data science. Int. J. Data Sci. Anal. Niels Peek, Pedro Pereira Rodrigues
2017	J	`jnl`	Artificial Intelligence in Medicine AIME 2015. Artif. Intell. Medicine John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Niels Peek
2017	Misc	`conf`	Clinical code set engineering for reusing EHR data for research: A review. AMIA Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek
2017	J	`jnl`	Clinical code set engineering for reusing EHR data for research: A review. J. Biomed. Informatics Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek
2017	—	`conf`	Patient Portal Adoption Rates: A Systematic Literature Review and Meta-Analysis. MedInfo Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer
2017	J	`jnl`	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 Mariette van Engen-Verheul, Niels Peek, Joke A. Haafkens, Erik Joukes, Tom Vromen, Monique W. M. Jaspers, Nicolette de Keizer
2016	—	`conf`	Making Medication Data Meaningful: Illustrated with Hypertension. MIE Richard Williams, Benjamin Brown, Niels Peek, Iain E. Buchan
2016	—	`conf`	Optimizing Digital Health Informatics Interventions Through Unobtrusive Quantitative Process Evaluations. MIE Wouter T. Gude, Sabine N. van der Veer, Nicolette F. de Keizer, Enrico W. Coiera, Niels Peek
2016	J	`jnl`	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 Mariette van Engen-Verheul, Linda W. P. Peute, Nicolette de Keizer, Niels Peek, Monique W. M. Jaspers
2016	B	`conf`	Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients. CBMS Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek
2015	—	`conf`	A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function. MedInfo Artur Akbarov, Richard Williams, Benjamin Brown, Mamas Mamas, Niels Peek, Iain E. Buchan, Matthew Sperrin
2015	—	`conf`	An eHealth Approach to Reporting Allergic Reactions to Food and Closing the Knowledge Gap. MedInfo Christopher Munro, Aida Semic-Jusufagic, Katarzyna Pyrz, Philip A. Couch, Audrey Dunn-Galvin, Niels Peek, Marina Themis, Clare Mills, Iain E. Buchan, Jonathan Hourihane, Angela Simpson
2015	B	`ed.`	Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings AIME John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek
2015	J	`jnl`	Artificial Intelligence in Medicine AIME 2013. Artif. Intell. Medicine Niels Peek, Roque Marín Morales, Mor Peleg
2015	—	`conf`	Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results. MedInfo Paolo Fraccaro, Benjamin Brown, Mattia Prosperi, Matthew Sperrin, Iain E. Buchan, Niels Peek
2015	—	`conf`	How to use concept mapping to identify barriers and facilitators of an electronic quality improvement intervention. MIE Mariette van Engen-Verheul, Niels Peek, Tom Vromen, Monique W. M. Jaspers, Nicolette de Keizer
2015	Misc	`conf`	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. AMIA Mariette van Engen-Verheul, Wouter T. Gude, Sabine van der Veer, Hareld Kemps, Monique W. M. Jaspers, Nicolette de Keizer, Niels Peek
2015	—	`conf`	Inside the Black Box of Audit and Feedback: a Laboratory Study to Explore Determinants of Improvement Target Selection by Healthcare Professionals in Cardiac Rehabilitation. MedInfo Wouter T. Gude, Sabine van der Veer, Mariette van Engen-Verheul, Nicolette de Keizer, Niels Peek
2015	Misc	`conf`	Making Hypertensive Medication Data Meaningful. AMIA Richard Williams, Benjamin Brown, Niels Peek, Iain E. Buchan
2015	—	`conf`	The Case for Conceptual and Computable Cross-Fertilization Between Audit and Feedback and Clinical Decision Support. MedInfo Benjamin Brown, Niels Peek, Iain E. Buchan
2015	J	`jnl`	Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes. Artif. Intell. Medicine Niels Peek, Carlo Combi, Roque Marín, Riccardo Bellazzi
2015	J	`jnl`	Using personas to tailor educational messages to the preferences of coronary heart disease patients. J. Biomed. Informatics Sandra Vosbergen, Johanna M. R. Mulder-Wiggers, Joyca Lacroix, Hareld Kemps, Roderik A. Kraaijenhagen, Monique W. M. Jaspers, Niels Peek
2014	—	`conf`	Determinants of Eligibility and Use of Ehealth for Cardiac Rehabilitation Patients: Preliminary Results. MIE Anne-Marieke Wiggers, Niels Peek, Roderik A. Kraaijenhagen, Monique W. M. Jaspers
2013	Misc	`conf`	A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome. AMIA Antonie Koetsier, Nicolette de Keizer, Ameen Abu-Hanna, Niels Peek
2013	—	`conf`	A Web-based System to Facilitate Local, Systematic Quality Improvement by Multidisciplinary Care Teams: Development and First Experiences of CARDSS Online. MedInfo Mariette van Engen-Verheul, Sabine van der Veer, Nicolette de Keizer, Winston G. Tjon Sjoe-Sjoe, Eric P. A. Van Der Zwan, Niels Peek
2013	J	`jnl`	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 Sandra Vosbergen, Jolien Janzen, Pieter Jan Stappers, Myra C. B. van Zwieten, Joyca Lacroix, Karin Idema, Inge van den Broek, Hareld Kemps, Roderik A. Kraaijenhagen, Niels Peek
2013	B	`ed.`	Artificial Intelligence in Medicine - 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013. Proceedings AIME Niels Peek, Roque Marín Morales, Mor Peleg
2013	—	`conf`	Big Data Analytics in Biomedicine and Health: Trends and Challenges. MedInfo Niels Peek, John H. Holmes, Fernando Martín-Sánchez, Jimeng Sun
2013	Misc	`conf`	Biomedical and Healthcare Analytics on Big Data. AMIA Niels Peek, Jimeng Sun, John H. Holmes, Fernando Martín-Sánchez, Riccardo Bellazzi
2013	—	`conf`	Changes in the Cardiac Rehabilitation Workflow Process Needed for the Implementation of a Self-Management System. MedInfo Anne-Marieke Wiggers, Sandra Vosbergen, Roderik A. Kraaijenhagen, Monique W. M. Jaspers, Niels Peek
2013	—	`conf`	Handling Intra-Cluster Correlation when Analyzing the Effects of Decision Support on Health Care Process Measures. EFMI-STC Niels Peek, Rick Goud, Nicolette de Keizer
2013	J	`jnl`	Safety and usability evaluation of a web-based insulin self-titration system for patients with type 2 diabetes mellitus. Artif. Intell. Medicine Airin C. R. Simon, Frits Holleman, Wouter T. Gude, Joost B. L. Hoekstra, Linda W. P. Peute, Monique W. M. Jaspers, Niels Peek
2013	—	`conf`	Using personas as an intermediate construct in the development of tailored messages: a Case Study. CSHI Sandra Vosbergen, Anne-Marieke Wiggers, Joyca Lacroix, Monique W. M. Jaspers, Niels Peek
2011	—	`conf`	A Comparison of Internal Versus External Risk-Adjustment for Monitoring Clinical Outcomes. MIE Antonie Koetsier, Nicolette de Keizer, Niels Peek
2011	B	`conf`	CARDSS: Development and Evaluation of a Guideline Based Decision Support System for Cardiac Rehabilitation. AIME Niels Peek, Rick Goud, Nicolette de Keizer, Mariette van Engen-Verheul, Hareld Kemps, Arie Hasman
2011	—	`conf`	Development of a Web-Based Decision Support System for Insulin Self-Titration. MIE Airin C. R. Simon, Frits Holleman, Joost B. L. Hoekstra, Paul A. de Clercq, B. A. Lemkes, J. Hermanides, Niels Peek
2011	—	`conf`	Modified Rand Method to Derive Quality Indicators: a Case Study in Cardiac Rehabilitation. MIE Mariette van Engen-Verheul, Hareld Kemps, Roderik A. Kraaijenhagen, Nicolette de Keizer, Niels Peek
2011	J	`jnl`	The role of standardized data and terminological systems in computerized clinical decision support systems: Literature review and survey. Int. J. Medical Informatics Leila Ahmadian, Mariette van Engen-Verheul, Ferishta Bakhshi-Raiez, Niels Peek, Ronald Cornet, Nicolette de Keizer
2010	—	`conf`	Assessment of user needs for self-management services in coronary heart disease: a designerly approach. ECCE Sandra Vosbergen, Ersen B. Colkesen, Joyca Lacroix, Georgio Mosis, Pieter Jan Stappers, Roderik A. Kraaijenhagen, Niels Peek
2010	—	`conf`	Design of a continuous multifaceted guideline-implementation strategy based on computerized decision support. MedInfo Mariëtte van Engen-Verheul, Nicolette de Keizer, Irene M. Hellemans, Roderik A. Kraaijenhagen, Arie Hasman, Niels Peek
2010	J	`jnl`	Effect of predefined order sets and usability problems on efficiency of computerized medication ordering. Int. J. Medical Informatics Reza Khajouei, Niels Peek, P. C. Wierenga, Marie Jose Kersten, Monique W. M. Jaspers
2010	J	`jnl`	Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences. J. Biomed. Informatics Tudor Toma, Robert-Jan Bosman, Arno Siebes, Niels Peek, Ameen Abu-Hanna
2010	J	`jnl`	The effect of computerized decision support on barriers to guideline implementation: A qualitative study in outpatient cardiac rehabilitation. Int. J. Medical Informatics Rick Goud, Mariette van Engen-Verheul, Nicolette de Keizer, Roland Bal, Arie Hasman, Irene M. Hellemans, Niels Peek
2010	J	`jnl`	Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit. J. Biomed. Informatics Linda Peelen, Nicolette de Keizer, Evert de Jonge, Robert-Jan Bosman, Ameen Abu-Hanna, Niels Peek
2009	J	`jnl`	A parallel guideline development and formalization strategy to improve the quality of clinical practice guidelines. Int. J. Medical Informatics Rick Goud, Arie Hasman, Anne-Margreet Strijbis, Niels Peek
2008	Misc	`conf`	Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study. AMIA Niels Peek, Rick Goud, Ameen Abu-Hanna
2008	J	`jnl`	Development of a guideline-based decision support system with explanation facilities for outpatient therapy. Comput. Methods Programs Biomed. Rick Goud, Arie Hasman, Niels Peek
2008	J	`jnl`	Research Paper: Individual and Joint Expert Judgments as Reference Standards in Artifact Detection. J. Am. Medical Informatics Assoc. Marion Verduijn, Niels Peek, Nicolette de Keizer, Erik-Jan van Lieshout, Anne-Cornelie J. M. de Pont, Marcus J. Schultz, Evert de Jonge, Bas A. de Mol
2008	—	`conf`	Subjective usability of the CARDSS guideline-based decision support system. MIE Rick Goud, Monique W. M. Jaspers, Arie Hasman, Niels Peek
2007	B	`conf`	A Nearest Neighbor Approach to Predicting Survival Time with an Application in Chronic Respiratory Disease. AIME Maurice Prijs, Linda Peelen, Paul Bresser, Niels Peek
2007	B	`conf`	Analyzing Differences in Operational Disease Definitions Using Ontological Modeling. AIME Linda Peelen, Michel C. A. Klein, Stefan Schlobach, Nicolette de Keizer, Niels Peek
2007	—	`conf`	Bayesian Networks for Multivariate Data Analysis and Prognostic Modelling in Cardiac Surgery. MedInfo Niels Peek, Marion Verduijn, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol
2007	J	`jnl`	Intelligent data analysis in biomedicine. J. Biomed. Informatics John H. Holmes, Niels Peek
2007	B	`conf`	ProCarSur: A System for Dynamic Prognostic Reasoning in Cardiac Surgery. AIME Niels Peek, Marion Verduijn, Winston G. Tjon Sjoe-Sjoe, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol
2007	J	`jnl`	Prognostic Bayesian networks: I: Rationale, learning procedure, and clinical use. J. Biomed. Informatics Marion Verduijn, Niels Peek, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol
2007	J	`jnl`	Prognostic Bayesian networks: II: An application in the domain of cardiac surgery. J. Biomed. Informatics Marion Verduijn, Peter M. J. Rosseel, Niels Peek, Evert de Jonge, Bas A. de Mol
2007	J	`jnl`	Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data. Artif. Intell. Medicine Marion Verduijn, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol
2007	J	`jnl`	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 Linda Peelen, Niels Peek, Evert de Jonge, Gert Jan Scheffer, Nicolette de Keizer
2006	—	`conf`	A Markov model to describe daily changes in organ failure for patients at the ICU. MIE Linda Peelen, Niels Peek, Nicolette de Keizer, Evert de Jonge, Robert-Jan Bosman
2005	Misc	`conf`	Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data. AMIA Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol
2005	B	`conf`	Dichotomization of ICU Length of Stay Based on Model Calibration. AIME Marion Verduijn, Niels Peek, Frans Voorbraak, Evert de Jonge, Bas A. de Mol
2005	—	`conf`	Investigating the Effect of Differences in Entry Criteria on Trial Populations: A Method with an Application in Severe Sepsis. MIE Linda Peelen, Niels Peek, Nicolette de Keizer, Evert de Jonge
2005	—	`conf`	Representation and execution of temporal criteria for guideline-based medical decision support at the Intensive Care Unit. BNAIC Evangelia Triantafyllou, Eleni Kokkinou, Paul A. de Clercq, Niels Peek, Hendrikus H. M. Korsten, Arie Hasman
2002	A	`conf`	Representation of decision-theoretic plans as sets of symbolic decision rules. ECAI Niels Peek
1999	J	`jnl`	Explicit temporal models for decision-theoretic planning of clinical management. Artif. Intell. Medicine Niels Peek
1999	J	`jnl`	Using sensitivity analysis for efficient quantification of a belief network. Artif. Intell. Medicine Veerle M. H. Coupé, Niels Peek, Jaap Ottenkamp, J. Dik F. Habbema
1997	B	`conf`	Developing a Decision-Theoretic Network for a Congenital Heart Disease. AIME Niels Peek, Jaap Ottenkamp
1997	J	`jnl`	Representing Law in Partial Information Structures. Artif. Intell. Law Niels Peek
1995	—	`conf`	A Case-based Filter for Diagnostic Belief Networks. SCAI Niels Peek, Linda C. van der Gaag