| 2022 | AMIA | Quantifying the problem of inconsistent missing data handling across the pipeline of Clinical Prediction Models: A simulation study. | Antonia Tsvetanova, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Yland, Glen P. Martin |
| 2021 | AMIA | Inconsistencies in handling missing data across stages of prediction modelling: a review of methods used. | Antonia Tsvetanova, Glen P. Martin, Matthew Sperrin, Niels Peek, Iain E. Buchan, Stephanie L. Hyland |
| 2021 | CBMS | EPICURE: Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. | Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou |
| 2020 | AMIA | Explainable Artificial Intelligence (XAI): Current Approaches and Paths to the Future. | John H. Holmes, Riccardo Bellazzi, Carlo Combi, Jason H. Moore, Niels Peek |
| 2019 | AIME | Inferring Temporal Phenotypes with Topological Data Analysis and Pseudo Time-Series. | Arianna Dagliati, Nophar Geifman, Niels Peek, John H. Holmes, Lucia Sacchi, Seyed Erfan Sajjadi, Allan Tucker |
| 2019 | AIME | The Minimum Sampling Rate and Sampling Duration When Applying Geolocation Data Technology to Human Activity Monitoring. | Yan Zheng, Paolo Fraccaro, Niels Peek |
| 2019 | CBMS | Cluster Hidden Markov Models: An Application to Ecological Momentary Assessment of Schizophrenia. | William Hulme, Charlotte Stockton-Powdrell, Shn Lewis, Glen P. Martin, Sandra Bucci, Bijan Parsia, Alexander J. Casson, Ibrahim Habli, Niels Peek |
| 2018 | ETRA | An investigation of the effects of n-gram length in scanpath analysis for eye-tracking research. | Manuele Reani, Niels Peek, Caroline Jay |
| 2017 | AMIA | Clinical code set engineering for reusing EHR data for research: A review. | Richard Williams, Evangelos Kontopantelis, Iain E. Buchan, Niels Peek |
| 2016 | CBMS | Out-of-Home Activity Recognition from GPS Data in Schizophrenic Patients. | Sonia Difrancesco, Paolo Fraccaro, Sabine van der Veer, Bader Alshoumr, John D. Ainsworth, Riccardo Bellazzi, Niels Peek |
| 2015 | AMIA | 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. | Mariette van Engen-Verheul, Wouter T. Gude, Sabine van der Veer, Hareld Kemps, Monique W. M. Jaspers, Nicolette de Keizer, Niels Peek |
| 2015 | AMIA | Making Hypertensive Medication Data Meaningful. | Richard Williams, Benjamin Brown, Niels Peek, Iain E. Buchan |
| 2013 | AMIA | A Modified Real AdaBoost algorithm to discover Intensive Care Unit subgroups with a poor outcome. | Antonie Koetsier, Nicolette de Keizer, Ameen Abu-Hanna, Niels Peek |
| 2013 | AMIA | Biomedical and Healthcare Analytics on Big Data. | Niels Peek, Jimeng Sun, John H. Holmes, Fernando Martn-Snchez, Riccardo Bellazzi |
| 2011 | AIME | CARDSS: Development and Evaluation of a Guideline Based Decision Support System for Cardiac Rehabilitation. | Niels Peek, Rick Goud, Nicolette de Keizer, Mariette van Engen-Verheul, Hareld Kemps, Arie Hasman |
| 2008 | AMIA | Application of Statistical Process Control Methods to Monitor Guideline Adherence: A Case Study. | Niels Peek, Rick Goud, Ameen Abu-Hanna |
| 2007 | AIME | ProCarSur: A System for Dynamic Prognostic Reasoning in Cardiac Surgery. | Niels Peek, Marion Verduijn, Winston G. Tjon Sjoe-Sjoe, Peter M. J. Rosseel, Evert de Jonge, Bas A. de Mol |
| 2007 | AIME | Analyzing Differences in Operational Disease Definitions Using Ontological Modeling. | Linda Peelen, Michel C. A. Klein, Stefan Schlobach, Nicolette de Keizer, Niels Peek |
| 2007 | AIME | A Nearest Neighbor Approach to Predicting Survival Time with an Application in Chronic Respiratory Disease. | Maurice Prijs, Linda Peelen, Paul Bresser, Niels Peek |
| 2005 | AIME | Dichotomization of ICU Length of Stay Based on Model Calibration. | Marion Verduijn, Niels Peek, Frans Voorbraak, Evert de Jonge, Bas A. de Mol |
| 2005 | AMIA | Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data. | Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol |
| 2002 | ECAI | Representation of decision-theoretic plans as sets of symbolic decision rules. | Niels Peek |
| 1997 | AIME | Developing a Decision-Theoretic Network for a Congenital Heart Disease. | Niels Peek, Jaap Ottenkamp |