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Journal Articles
- 2023
[j49]Jung Yin Tsang, Benjamin Brown, Niels Peek, Stephen Campbell, Thomas Blakeman:
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 175: 105028 (2023)- [j48]Jiarun Cao
, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou:
A Novel Automated Approach to Mutation-Cancer Relation Extraction by Incorporating Heterogeneous Knowledge. IEEE J. Biomed. Health Informatics 27(2): 1096-1105 (2023) - 2022
- [j47]Jung Yin Tsang, Niels Peek, Iain E. Buchan, Sabine N. van der Veer, Benjamin Brown:
Systematic review and narrative synthesis of computerized audit and feedback systems in healthcare. J. Am. Medical Informatics Assoc. 29(6): 1106-1119 (2022) - 2021
- [j46]Jung Yin Tsang, Benjamin Brown, Niels Peek, Stephen Campbell, Thomas Blakeman:
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 145: 104299 (2021) - [j45]Rose Sisk, Lijing Lin, Matthew Sperrin, Jessica K. Barrett, Brian D. M. Tom, Karla Diaz-Ordaz, Niels Peek, Glen P. Martin:
Informative presence and observation in routine health data: A review of methodology for clinical risk prediction. J. Am. Medical Informatics Assoc. 28(1): 155-166 (2021) - [j44]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:
Trading off accuracy and explainability in AI decision-making: findings from 2 citizens' juries. J. Am. Medical Informatics Assoc. 28(10): 2128-2138 (2021) - [j43]Ghada Alfattni, Niels Peek, Goran Nenadic:
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 113: 103663 (2021) - [j42]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:
Ranking sets of morbidities using hypergraph centrality. J. Biomed. Informatics 122: 103916 (2021) - [j41]Ghada Alfattni, Niels Peek, Goran Nenadic:
Attention-based bidirectional long short-term memory networks for extracting temporal relationships from clinical discharge summaries. J. Biomed. Informatics 123: 103915 (2021) - [j40]William Hulme, Glen P. Martin, Matthew Sperrin, Alexander J. Casson, Sandra Bucci, Shôn Lewis, Niels Peek:
Adaptive Symptom Monitoring Using Hidden Markov Models - An Application in Ecological Momentary Assessment. IEEE J. Biomed. Health Informatics 25(5): 1770-1780 (2021) - 2020
- [j39]Arash Shaban-Nejad, Martin Michalowski, Niels Peek, John S. Brownstein, David L. Buckeridge:
Seven pillars of precision digital health and medicine. Artif. Intell. Medicine 103: 101793 (2020) - [j38]Lorenzo Chiudinelli, Arianna Dagliati, Valentina Tibollo, Sara Albasini, Nophar Geifman, Niels Peek, John H. Holmes, Fabio Corsi, Riccardo Bellazzi, Lucia Sacchi:
Mining post-surgical care processes in breast cancer patients. Artif. Intell. Medicine 105: 101855 (2020) - [j37]Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Seyed Erfan Sajjadi, Allan Tucker:
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records. Artif. Intell. Medicine 108: 101930 (2020) - [j36]Ghada Alfattni, Niels Peek, Goran Nenadic:
Extraction of temporal relations from clinical free text: A systematic review of current approaches. J. Biomed. Informatics 108: 103488 (2020) - [j35]Mark Jeffries, Wouter T. Gude, Richard Keers, Denham L. Phipps, Richard Williams, Evangelos Kontopantelis, Benjamin Brown, Anthony J. Avery, Niels Peek, Darren M. Ashcroft:
Understanding the utilisation of a novel interactive electronic medication safety dashboard in general practice: a mixed methods study. BMC Medical Informatics Decis. Mak. 20(1): 69 (2020) - 2019
- [j34]Tahmina Zebin, Patricia J. Scully, Niels Peek, Alexander J. Casson, Krikor B. Ozanyan:
Design and Implementation of a Convolutional Neural Network on an Edge Computing Smartphone for Human Activity Recognition. IEEE Access 7: 133509-133520 (2019) - [j33]Manuele Reani, Niels Peek, Caroline Jay:
How different visualizations affect human reasoning about uncertainty: An analysis of visual behaviour. Comput. Hum. Behav. 92: 55-64 (2019) - [j32]Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo:
Modelling the interactive behaviour of users with a medication safety dashboard in a primary care setting. Int. J. Medical Informatics 129: 395-403 (2019) - [j31]Paolo Fraccaro, Anna L. Beukenhorst, Matthew Sperrin, Simon Harper, Jasper Palmier-Claus, Shôn Lewis, Sabine N. van der Veer, Niels Peek:
Digital biomarkers from geolocation data in bipolar disorder and schizophrenia: a systematic review. J. Am. Medical Informatics Assoc. 26(11): 1412-1420 (2019) - [j30]Matthew Sperrin, David A. Jenkins, Glen P. Martin, Niels Peek:
Explicit causal reasoning is needed to prevent prognostic models being victims of their own success. J. Am. Medical Informatics Assoc. 26(12): 1675-1676 (2019) - 2018
- [j29]Niels Peek, Pedro Pereira Rodrigues:
Three controversies in health data science. Int. J. Data Sci. Anal. 6(3): 261-269 (2018) - [j28]Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer:
The influence of patient portals on users' decision making is insufficiently investigated: A systematic methodological review. Int. J. Medical Informatics 111: 100-111 (2018) - [j27]Manuele Reani, Alan Davies, Niels Peek, Caroline Jay:
How do people use information presentation to make decisions in Bayesian reasoning tasks? Int. J. Hum. Comput. Stud. 111: 62-77 (2018) - [j26]Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Sabine N. van der Veer, Lamiece Hassan, Richard Williams, Grahame Wood, Smeeta Sinha, Iain E. Buchan, Niels Peek:
Presentation of laboratory test results in patient portals: influence of interface design on risk interpretation and visual search behaviour. BMC Medical Informatics Decis. Mak. 18(1): 11:1-11:12 (2018) - 2017
- [j25]John H. Holmes, Lucia Sacchi, Riccardo Bellazzi, Niels Peek:
Artificial Intelligence in Medicine AIME 2015. Artif. Intell. Medicine 81: 1-2 (2017) - [j24]Mariette van Engen-Verheul, Niels Peek, Joke A. Haafkens, Erik Joukes, Tom Vromen, Monique W. M. Jaspers, Nicolette de Keizer:
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 97: 76-85 (2017) - [j23]Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek:
Clinical code set engineering for reusing EHR data for research: A review. J. Biomed. Informatics 70: 1-13 (2017) - 2016
- [j22]Mariette van Engen-Verheul, Linda W. P. Peute, Nicolette de Keizer, Niels Peek, Monique W. M. Jaspers:
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 87: 15-26 (2016) - 2015
- [j21]Niels Peek, Roque Marín Morales, Mor Peleg:
Artificial Intelligence in Medicine AIME 2013. Artif. Intell. Medicine 65(1): 1-3 (2015) - [j20]Niels Peek, Carlo Combi, Roque Marín, Riccardo Bellazzi:
Thirty years of artificial intelligence in medicine (AIME) conferences: A review of research themes. Artif. Intell. Medicine 65(1): 61-73 (2015) - [j19]Sandra Vosbergen, Johanna M. R. Mulder-Wiggers, Joyca Lacroix, Hareld Kemps, Roderik A. Kraaijenhagen, Monique W. M. Jaspers, Niels Peek:
Using personas to tailor educational messages to the preferences of coronary heart disease patients. J. Biomed. Informatics 53: 100-112 (2015) - 2013
- [j18]Airin C. R. Simon, Frits Holleman, Wouter T. Gude, Joost B. L. Hoekstra, Linda W. P. Peute, Monique W. M. Jaspers, Niels Peek:
Safety and usability evaluation of a web-based insulin self-titration system for patients with type 2 diabetes mellitus. Artif. Intell. Medicine 59(1): 23-31 (2013) - [j17]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:
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 82(12): 1183-1194 (2013) - 2011
- [j16]Leila Ahmadian, Mariette van Engen-Verheul, Ferishta Bakhshi-Raiez, Niels Peek, Ronald Cornet, Nicolette de Keizer:
The role of standardized data and terminological systems in computerized clinical decision support systems: Literature review and survey. Int. J. Medical Informatics 80(2): 81-93 (2011) - 2010
- [j15]Rick Goud, Mariette van Engen-Verheul, Nicolette de Keizer, Roland Bal, Arie Hasman, Irene M. Hellemans, Niels Peek:
The effect of computerized decision support on barriers to guideline implementation: A qualitative study in outpatient cardiac rehabilitation. Int. J. Medical Informatics 79(6): 430-437 (2010) - [j14]Reza Khajouei, Niels Peek, P. C. Wierenga, Marie Jose Kersten, Monique W. M. Jaspers:
Effect of predefined order sets and usability problems on efficiency of computerized medication ordering. Int. J. Medical Informatics 79(10): 690-698 (2010) - [j13]Linda Peelen, Nicolette de Keizer, Evert de Jonge, Robert-Jan Bosman, Ameen Abu-Hanna, Niels Peek:
Using hierarchical dynamic Bayesian networks to investigate dynamics of organ failure in patients in the Intensive Care Unit. J. Biomed. Informatics 43(2): 273-286 (2010) - [j12]Tudor Toma, Robert-Jan Bosman, Arno Siebes, Niels Peek, Ameen Abu-Hanna:
Learning predictive models that use pattern discovery - A bootstrap evaluative approach applied in organ functioning sequences. J. Biomed. Informatics 43(4): 578-586 (2010) - 2009
- [j11]Rick Goud, Arie Hasman, Anne-Margreet Strijbis, Niels Peek:
A parallel guideline development and formalization strategy to improve the quality of clinical practice guidelines. Int. J. Medical Informatics 78(8): 513-520 (2009) - 2008
- [j10]Rick Goud, Arie Hasman, Niels Peek:
Development of a guideline-based decision support system with explanation facilities for outpatient therapy. Comput. Methods Programs Biomed. 91(2): 145-153 (2008) - [j9]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:
Research Paper: Individual and Joint Expert Judgments as Reference Standards in Artifact Detection. J. Am. Medical Informatics Assoc. 15(2): 227-234 (2008) - 2007
- [j8]Marion Verduijn, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol:
Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data. Artif. Intell. Medicine 41(1): 1-12 (2007) - [j7]Linda Peelen, Niels Peek, Evert de Jonge, Gert Jan Scheffer, Nicolette de Keizer:
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 76(2-3): 176-183 (2007) - [j6]John H. Holmes, Niels Peek:
Intelligent data analysis in biomedicine. J. Biomed. Informatics 40(6): 605-608 (2007) - [j5]Marion Verduijn, Niels Peek, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol:
Prognostic Bayesian networks: I: Rationale, learning procedure, and clinical use. J. Biomed. Informatics 40(6): 609-618 (2007) - [j4]Marion Verduijn, Peter M. J. Rosseel, Niels Peek, Evert de Jonge, Bas A. de Mol:
Prognostic Bayesian networks: II: An application in the domain of cardiac surgery. J. Biomed. Informatics 40(6): 619-630 (2007) - 1999
- [j3]Niels Peek:
Explicit temporal models for decision-theoretic planning of clinical management. Artif. Intell. Medicine 15(2): 135-154 (1999) - [j2]Veerle M. H. Coupé, Niels Peek, Jaap Ottenkamp, J. Dik F. Habbema:
Using sensitivity analysis for efficient quantification of a belief network. Artif. Intell. Medicine 17(3): 223-247 (1999) - 1997
- [j1]Niels Peek:
Representing Law in Partial Information Structures. Artif. Intell. Law 5(4): 263-290 (1997)
Conference and Workshop Papers
- 2023
- [c68]Jiarun Cao, Niels Peek, Andrew G. Renehan, Sophia Ananiadou:
Gaussian Distributed Prototypical Network for Few-shot Genomic Variant Detection. BioNLP@ACL 2023: 26-36 - [c67]Niels Peek, Charlotte Stockton-Powdrell, Alexander J. Casson, Matthew Sperrin, Bijan Parsia, Andrea Manca, Cynthia Iglesias, Ibrahim Habli, Lamiece Hassan, Steven Antrobus, Matthew Machin:
Applying Team Science to Collaborative Digital Health Research: Learnings from the Wearable Clinic. MedInfo 2023: 374-378 - [c66]David A. Jenkins, Glen P. Martin, Matthew Sperrin, Benjamin Brown, Linda Kimani, Stuart Grant, Niels Peek:
Comparing Predictive Performance of Time Invariant and Time Variant Clinical Prediction Models in Cardiac Surgery. MedInfo 2023: 1026-1030 - [c65]Antonia Tsvetanova, Matthew Sperrin, David A. Jenkins, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin:
Compatibility in Missing Data Handling Across the Prediction Model Pipeline: A Simulation Study. MedInfo 2023: 1476-1477 - 2022
- [c64]Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin:
Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study. AMIA 2022 - 2021
- [c63]Antonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland:
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. AMIA 2021 - [c62]Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou:
EPICURE: Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. CBMS 2021: 461-467 - [c61]Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland, Glen P. Martin:
Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. ICHI 2021: 443-444 - [c60]George Tilston, Richard Williams, Emily Griffiths, Sarah Al-Adely, Saskia Lawson-Tovey, William Hulme, Andrea Short, Jim Davies, James Welch, Niels Peek:
Can Researchers Assess the Suitability of Datasets to Answer Their Research Questions, with Access to Metadata Only? MedInfo 2021: 66-70 - [c59]Ciarán McInerney, Jonathan Benn, Dawn Dowding, Ibrahim Habli, David A. Jenkins, Carolyn McCrorie, Niels Peek, Rebecca Randell, Richard Williams, Owen A. Johnson:
Patient Safety Informatics: Meeting the Challenges of Emerging Digital Health. MedInfo 2021: 364-368 - 2020
- [c58]John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek:
Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. AMIA 2020 - [c57]Alexia Sampri, Nophar Geifman, Helen Le Sueur, Patrick Doherty, Philip A. Couch, Ian Bruce, Niels Peek:
Probabilistic Approaches to Overcome Content Heterogeneity in Data Integration: A Study Case in Systematic Lupus Erythematosus. MIE 2020: 387-391 - [c56]Ibrahim Habli, Charlotte Stockton-Powdrell, Matthew Machin, Paolo Fraccaro, Shôn Lewis, Niels Peek:
Preliminary Safety Analysis of a Wearable Clinic for the Early Detection of Psychotic Relapse. MIE 2020: 1367-1368 - 2019
- [c55]Yan Zheng, Paolo Fraccaro, Niels Peek:
The Minimum Sampling Rate and Sampling Duration When Applying Geolocation Data Technology to Human Activity Monitoring. AIME 2019: 233-238 - [c54]Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Seyed Erfan Sajjadi, Allan Tucker:
Inferring Temporal Phenotypes with Topological Data Analysis and Pseudo Time-Series. AIME 2019: 399-409 - [c53]Tahmina Zebin, Ertan Balaban, Krikor B. Ozanyan, Alexander J. Casson, Niels Peek:
Implementation of a batch normalized deep LSTM recurrent network on a smartphone for human activity recognition. BHI 2019: 1-4 - [c52]William Hulme, Charlotte Stockton-Powdrell, Shôn Lewis, Glen P. Martin, Sandra Bucci, Bijan Parsia, Alexander J. Casson, Ibrahim Habli, Niels Peek:
Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia. CBMS 2019: 99-103 - [c51]Tahmina Zebin, Niels Peek, Alexander J. Casson:
Physical activity based classification of serious mental illness group participants in the UK Biobank using ensemble dense neural networks. EMBC 2019: 1251-1254 - [c50]Miguel A. G. Belmonte, Alexander J. Casson, Niels Peek:
Downsampling wearable sensor data packets by measuring their information value. IEEE SENSORS 2019: 1-4 - [c49]Richard Williams, Darren M. Ashcroft, Benjamin Brown, Eric Rojas, Niels Peek, Owen A. Johnson:
Process Mining in Primary Care: Avoiding Adverse Events Due to Hazardous Prescribing. MedInfo 2019: 447-451 - [c48]Beatrice Amico, Arianna Dagliati, Darren Plant, Anne Barton, Niels Peek, Nophar Geifman:
A Dashboard for Latent Class Trajectory Modeling: Application in Rheumatoid Arthritis. MedInfo 2019: 911-915 - [c47]Paolo Fraccaro, Stuart Lavery-Blackie, Sabine N. van der Veer, Niels Peek:
Behavioural Phenotyping of Daily Activities Relevant to Social Functioning Based on Smartphone-Collected Geolocation Data. MedInfo 2019: 945-949 - 2018
- [c46]Ainhoa Yera, Javier Muguerza, Olatz Arbelaitz, Iñigo Perona, Richard Keers, Darren Ashcroft, Richard Williams, Niels Peek, Caroline Jay, Markel Vigo:
Inferring Visual Behaviour from User Interaction Data on a Medical Dashboard. DH 2018: 55-59 - [c45]Tahmina Zebin, Matthew Sperrin, Niels Peek, Alexander J. Casson:
Human activity recognition from inertial sensor time-series using batch normalized deep LSTM recurrent networks. EMBC 2018: 1-4 - [c44]Manuele Reani, Niels Peek, Caroline Jay:
An investigation of the effects of n-gram length in scanpath analysis for eye-tracking research. ETRA 2018: 1:1-1:8 - [c43]Nophar Geifman, Hannah Lennon, Niels Peek:
Patient Stratification Using Longitudinal Data - Application of Latent Class Mixed Models. MIE 2018: 176-180 - [c42]Richard Williams, Eric Rojas, Niels Peek, Owen A. Johnson:
Process Mining in Primary Care: A Literature Review. MIE 2018: 376-380 - 2017
- [c41]Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek:
Clinical code set engineering for reusing EHR data for research: A review. AMIA 2017 - [c40]Paolo Fraccaro, Markel Vigo, Panagiotis Balatsoukas, Iain E. Buchan, Niels Peek, Sabine N. van der Veer:
Patient Portal Adoption Rates: A Systematic Literature Review and Meta-Analysis. MedInfo 2017: 79-83 - 2016
- [c39]Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek:
Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients. CBMS 2016: 324-328 - [c38]Richard Williams, Benjamin Brown, Niels Peek, Iain E. Buchan:
Making Medication Data Meaningful: Illustrated with Hypertension. MIE 2016: 247-251 - [c37]Wouter T. Gude, Sabine N. van der Veer, Nicolette F. de Keizer, Enrico W. Coiera, Niels Peek:
Optimizing Digital Health Informatics Interventions Through Unobtrusive Quantitative Process Evaluations. MIE 2016: 594-598 - 2015
- [c36]Mariette van Engen-Verheul, Wouter T. Gude, Sabine van der Veer, Hareld Kemps, Monique W. M. Jaspers, Nicolette de Keizer, Niels Peek:
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 2015 - [c35]Richard Williams, Benjamin Brown, Niels Peek, Iain E. Buchan:
Making Hypertensive Medication Data Meaningful. AMIA 2015 - [c34]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:
An eHealth Approach to Reporting Allergic Reactions to Food and Closing the Knowledge Gap. MedInfo 2015: 320-324 - [c33]Benjamin Brown, Niels Peek, Iain E. Buchan:
The Case for Conceptual and Computable Cross-Fertilization Between Audit and Feedback and Clinical Decision Support. MedInfo 2015: 419-423 - [c32]Wouter T. Gude, Sabine van der Veer, Mariette van Engen-Verheul, Nicolette de Keizer, Niels Peek:
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 2015: 424-428 - [c31]Artur Akbarov, Richard Williams, Benjamin Brown, Mamas Mamas, Niels Peek, Iain E. Buchan, Matthew Sperrin:
A Two-stage Dynamic Model to Enable Updating of Clinical Risk Prediction from Longitudinal Health Record Data: Illustrated with Kidney Function. MedInfo 2015: 696-700 - [c30]Paolo Fraccaro, Benjamin Brown, Mattia Prosperi, Matthew Sperrin, Iain E. Buchan, Niels Peek:
Development and preliminary validation of a dynamic, patient-tailored method to detect abnormal laboratory test results. MedInfo 2015: 701-705 - [c29]Mariette van Engen-Verheul, Niels Peek, Tom Vromen, Monique W. M. Jaspers, Nicolette de Keizer:
How to use concept mapping to identify barriers and facilitators of an electronic quality improvement intervention. MIE 2015: 110-114 - 2014
- [c28]Anne-Marieke Wiggers, Niels Peek, Roderik A. Kraaijenhagen, Monique W. M. Jaspers:
Determinants of Eligibility and Use of Ehealth for Cardiac Rehabilitation Patients: Preliminary Results. MIE 2014: 818-822 - 2013
- [c27]Antonie Koetsier, Nicolette de Keizer, Ameen Abu-Hanna, Niels Peek:
A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome. AMIA 2013 - [c26]Niels Peek, Jimeng Sun, John H. Holmes, Fernando Martín-Sánchez, Riccardo Bellazzi:
Biomedical and Healthcare Analytics on Big Data. AMIA 2013 - [c25]Sandra Vosbergen, Anne-Marieke Wiggers, Joyca Lacroix, Monique W. M. Jaspers, Niels Peek:
Using personas as an intermediate construct in the development of tailored messages: a Case Study. CSHI 2013: 195-201 - [c24]Niels Peek, Rick Goud, Nicolette de Keizer:
Handling Intra-Cluster Correlation when Analyzing the Effects of Decision Support on Health Care Process Measures. EFMI-STC 2013: 22-27 - [c23]Mariette van Engen-Verheul, Sabine van der Veer, Nicolette de Keizer, Winston G. Tjon Sjoe-Sjoe, Eric P. A. Van Der Zwan, Niels Peek:
A Web-based System to Facilitate Local, Systematic Quality Improvement by Multidisciplinary Care Teams: Development and First Experiences of CARDSS Online. MedInfo 2013: 248-252 - [c22]Anne-Marieke Wiggers, Sandra Vosbergen, Roderik A. Kraaijenhagen, Monique W. M. Jaspers, Niels Peek:
Changes in the Cardiac Rehabilitation Workflow Process Needed for the Implementation of a Self-Management System. MedInfo 2013: 1140 - [c21]Niels Peek, John H. Holmes, Fernando Martín-Sánchez, Jimeng Sun:
Big Data Analytics in Biomedicine and Health: Trends and Challenges. MedInfo 2013: 1237 - 2011
- [c20]Niels Peek, Rick Goud, Nicolette de Keizer, Mariette van Engen-Verheul, Hareld Kemps, Arie Hasman:
CARDSS: Development and Evaluation of a Guideline Based Decision Support System for Cardiac Rehabilitation. AIME 2011: 109-118 - [c19]Mariette van Engen-Verheul, Hareld Kemps, Roderik A. Kraaijenhagen, Nicolette de Keizer, Niels Peek:
Modified Rand Method to Derive Quality Indicators: a Case Study in Cardiac Rehabilitation. MIE 2011: 88-92 - [c18]Airin C. R. Simon, Frits Holleman, Joost B. L. Hoekstra, Paul A. de Clercq, B. A. Lemkes, J. Hermanides, Niels Peek:
Development of a Web-Based Decision Support System for Insulin Self-Titration. MIE 2011: 103-107 - [c17]Antonie Koetsier, Nicolette de Keizer, Niels Peek:
A Comparison of Internal Versus External Risk-Adjustment for Monitoring Clinical Outcomes. MIE 2011: 180-184 - 2010
- [c16]Sandra Vosbergen, Ersen B. Colkesen, Joyca Lacroix, Georgio Mosis, Pieter Jan Stappers, Roderik A. Kraaijenhagen, Niels Peek:
Assessment of user needs for self-management services in coronary heart disease: a designerly approach. ECCE 2010: 343-344 - [c15]Mariëtte van Engen-Verheul, Nicolette de Keizer, Irene M. Hellemans, Roderik A. Kraaijenhagen, Arie Hasman, Niels Peek:
Design of a continuous multifaceted guideline-implementation strategy based on computerized decision support. MedInfo 2010: 836-840 - 2008
- [c14]Niels Peek, Rick Goud, Ameen Abu-Hanna:
Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study. AMIA 2008 - [c13]Rick Goud, Monique W. M. Jaspers, Arie Hasman, Niels Peek:
Subjective usability of the CARDSS guideline-based decision support system. MIE 2008: 193-198 - 2007
- [c12]Maurice Prijs, Linda Peelen, Paul Bresser, Niels Peek:
A Nearest Neighbor Approach to Predicting Survival Time with an Application in Chronic Respiratory Disease. AIME 2007: 77-86 - [c11]Linda Peelen, Michel C. A. Klein, Stefan Schlobach, Nicolette de Keizer, Niels Peek:
Analyzing Differences in Operational Disease Definitions Using Ontological Modeling. AIME 2007: 297-302 - [c10]Niels Peek, Marion Verduijn, Winston G. Tjon Sjoe-Sjoe, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol:
ProCarSur: A System for Dynamic Prognostic Reasoning in Cardiac Surgery. AIME 2007: 336-340 - [c9]Niels Peek, Marion Verduijn, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol:
Bayesian Networks for Multivariate Data Analysis and Prognostic Modelling in Cardiac Surgery. MedInfo 2007: 596-600 - 2006
- [c8]Linda Peelen, Niels Peek, Nicolette de Keizer, Evert de Jonge, Robert-Jan Bosman:
A Markov model to describe daily changes in organ failure for patients at the ICU. MIE 2006: 555-560 - 2005
- [c7]Marion Verduijn, Niels Peek, Frans Voorbraak, Evert de Jonge, Bas A. de Mol:
Dichotomization of ICU Length of Stay Based on Model Calibration. AIME 2005: 67-76 - [c6]Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol:
Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data. AMIA 2005 - [c5]Evangelia Triantafyllou, Eleni Kokkinou, Paul A. de Clercq, Niels Peek, Hendrikus H. M. Korsten, Arie Hasman:
Representation and execution of temporal criteria for guideline-based medical decision support at the Intensive Care Unit. BNAIC 2005: 239-246 - [c4]Linda Peelen, Niels Peek, Nicolette de Keizer, Evert de Jonge:
Investigating the Effect of Differences in Entry Criteria on Trial Populations: A Method with an Application in Severe Sepsis. MIE 2005: 1004-1009 - 2002
- [c3]Niels Peek:
Representation of decision-theoretic plans as sets of symbolic decision rules. ECAI 2002: 591-595 - 1997
- [c2]Niels Peek, Jaap Ottenkamp:
Developing a Decision-Theoretic Network for a Congenital Heart Disease. AIME 1997: 157-168 - 1995
- [c1]Niels Peek, Linda C. van der Gaag:
A Case-based Filter for Diagnostic Belief Networks. SCAI 1995: 196-207
Editorship
- 2015
- [e2]John H. Holmes, Riccardo Bellazzi, Lucia Sacchi, Niels Peek:
Artificial Intelligence in Medicine - 15th Conference on Artificial Intelligence in Medicine, AIME 2015, Pavia, Italy, June 17-20, 2015. Proceedings. Lecture Notes in Computer Science 9105, Springer 2015, ISBN 978-3-319-19550-6 [contents] - 2013
- [e1]Niels Peek, Roque Marín Morales, Mor Peleg:
Artificial Intelligence in Medicine - 14th Conference on Artificial Intelligence in Medicine, AIME 2013, Murcia, Spain, May 29 - June 1, 2013. Proceedings. Lecture Notes in Computer Science 7885, Springer 2013, ISBN 978-3-642-38325-0 [contents]
Informal and Other Publications
- 2023
- [i4]Warren Del-Pinto, George Demetriou, Meghna Jani, Rikesh Patel, Leanne Gray, Alex Bulcock, Niels Peek, Andrew S. Kanter, William G. Dixon, Goran Nenadic:
Exploring the Consistency, Quality and Challenges in Manual and Automated Coding of Free-text Diagnoses from Hospital Outpatient Letters. CoRR abs/2311.10856 (2023) - 2022
- [i3]Vincent Jeanselme, Glen P. Martin, Niels Peek, Matthew Sperrin, Brian D. M. Tom, Jessica K. Barrett:
DeepJoint: Robust Survival Modelling Under Clinical Presence Shift. CoRR abs/2205.13481 (2022) - 2021
- [i2]Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou:
EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. CoRR abs/2106.07722 (2021) - 2020
- [i1]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:
Towards a Framework for the Design, Implementation and Reporting of Methodology Scoping Reviews. CoRR abs/2001.08988 (2020)
Coauthor Index
Mariette van Engen-Verheul
aka: Mariëtte van Engen-Verheul
aka: Mariëtte van Engen-Verheul
Nicolette de Keizer
aka: Nicolette F. de Keizer
aka: Nicolette F. de Keizer
Sabine van der Veer
aka: Sabine N. van der Veer
aka: Sabine N. van der Veer
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