Epidemiology and Data Science

Research output

Research output per year 1989 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024

• 10259 Article
• 776 Review article
• 355 Comment/Letter to the editor
• 246 Meeting Abstract
• 671 More
  • 174 Chapter
  • 114 Phd-Thesis - Research and graduation internal
  • 102 Editorial
  • 99 Letter
  • 34 Conference contribution
  • 26 Book
  • 25 Erratum/Corrigendum
  • 20 Report
  • 19 Short survey
  • 12 Paper
  • 12 Phd-Thesis - Research and graduation external
  • 9 Abstract
  • 9 Poster
  • 2 Book editing
  • 2 Inaugural speech
  • 2 Software
  • 2 Web publication or website
  • 2 Phd-Thesis - Research external and graduation internal
  • 2 Phd-Thesis - Research internal and graduation external
  • 2 Preprint
  • 2 Working paper

Research output per year

Research output per year

Search results

• 2023

  Explainable Drug Repurposing in Context via Deep Reinforcement Learning

  Stork, L., Tiddi, I., Spijker, R. & ten Teije, A., 2023, The Semantic Web - 20th International Conference, ESWC 2023, Proceedings. Pesquita, C., Faria, D., Jimenez-Ruiz, E., McCusker, J., Dragoni, M., Dimou, A., Troncy, R. & Hertling, S. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13870 LNCS. p. 3-20 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13870 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2022

  Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance

  Pereira, J. P. B., Stroes, E. S. G., Zwinderman, A. H. & Levin, E., 30 Jun 2022, Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022. Association for the Advancement of Artificial Intelligence, Vol. 36. p. 7984-7992 (Proceedings of the 36th AAAI Conference on Artificial Intelligence, AAAI 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  2 Citations (Scopus)
• 2021

  Interpretable Models via Pairwise Permutations Algorithm

  Maasland, T., Pereira, J., Bastos, D., de Goffau, M., Nieuwdorp, M., Zwinderman, A. H. & Levin, E., 2021, Machine Learning and Principles and Practice of Knowledge Discovery in Databases - International Workshops of ECML PKDD 2021, Proceedings. Kamp, M., Koprinska, I., Bibal, A., Bouadi, T., Frénay, B., Galárraga, L., Oramas, J., Adilova, L., Krishnamurthy, Y., Kang, B., Largeron, C., Lijffijt, J., Viard, T., Welke, P., Ruocco, M., Aune, E., Gallicchio, C., Schiele, G., Pernkopf, F., Blott, M., Fröning, H., Schindler, G., Guidotti, R., Monreale, A., Rinzivillo, S., Biecek, P., Ntoutsi, E., Pechenizkiy, M., Rosenhahn, B., Buckley, C., Cialfi, D., Lanillos, P., Ramstead, M., Verbelen, T., Ferreira, P. M., Andresini, G., Malerba, D., Medeiros, I., Fournier-Viger, P., Nawaz, M. S., Ventura, S., Sun, M., Zhou, M., Bitetta, V., Bordino, I., Ferretti, A., Gullo, F., Ponti, G., Severini, L., Ribeiro, R., Gama, J., Gavaldà, R., Cooper, L., Ghazaleh, N., Richiardi, J., Roqueiro, D., Saldana Miranda, D., Sechidis, K. & Graça, G. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 1524 CCIS. p. 15-25 (Communications in Computer and Information Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)
• 2020

  DeSpin: A prototype system for detecting spin in biomedical publications

  Koroleva, A., Kamath, S., Bossuyt, P. M. M. & Paroubek, P., 2020, BioNLP 2020 - 19th SIGBioMed Workshop on Biomedical Language Processing, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 49-59 11 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  1 Citation (Scopus)

• Manifold mixing for stacked regularization

  Pereira, J., Stroes, E. S. G., Groen, A. K., Zwinderman, A. H. & Levin, E., 2020, Machine Learning and Knowledge Discovery in Databases - International Workshops of ECML PKDD 2019, Proceedings. Cellier, P. & Driessens, K. (eds.). Springer, Vol. 1167 CCIS. p. 444-452 9 p. (Communications in Computer and Information Science; vol. 1167 CCIS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  3 Citations (Scopus)

• Using co-data to empower genomics-based prediction and variable selection

  Münch, MM., Van Nee, MM. & van de Wiel, MA., 2020, Book of short papers - SIS 2020. Pearson, p. 34-39

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2019

  A distantly supervised dataset for automated data extraction from diagnostic studies

  Norman, C., Leeflang, M., Spijker, R., Kanoulas, E. & Névéol, A., 2019, SIGBioMed Workshop on Biomedical Natural Language Processing: BioNLP 2019 : Proceedings of the 18th BioNLP Workshop and Shared Task : August 1, 2019, Florence, Italy. Demner-Fushman, D., Cohen, K. B., Ananiadou, S. & Tsujii, J. (eds.). Stroudsburg, PA: The Association for Computational Linguistics, p. 105-114 10 p. (BioNLP 2019 - SIGBioMed Workshop on Biomedical Natural Language Processing, Proceedings of the 18th BioNLP Workshop and Shared Task).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  3 Citations (Scopus)

• Automating document discovery in the systematic review process: How to use chaff to extract wheat

  Norman, C., Leeflang, M., Zweigenbaum, P. & Névéol, A., 2019, LREC 2018 - 11th International Conference on Language Resources and Evaluation. Isahara, H., Maegaard, B., Piperidis, S., Cieri, C., Declerck, T., Hasida, K., Mazo, H., Choukri, K., Goggi, S., Mariani, J., Moreno, A., Calzolari, N., Odijk, J. & Tokunaga, T. (eds.). European Language Resources Association (ELRA), p. 3681-3687 (LREC 2018 - 11th International Conference on Language Resources and Evaluation).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  2 Citations (Scopus)

• CLEF 2019 technology assisted reviews in empirical medicine overview

  Kanoulas, E., Li, D., Azzopardi, L. & Spijker, R., 2019, Working Notes of CLEF 2019 - Conference and Labs of the Evaluation Forum: Lugano, Switzerland, September 9-12, 2019. Cappellato, L., Ferro, N., Losada, D. E., Müller, H., Ferro, N., Losada, D. E., Muller, H. & Cappellato, L. (eds.). Aachen: CEUR-WS, Vol. 2380. 31 p. 250. (CEUR Workshop Proceedings; vol. 2380).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  34 Citations (Scopus)

• CLEF ehealth 2019 evaluation lab

  Kelly, L., Goeuriot, L., Suominen, H., Neves, M., Kanoulas, E., Spijker, R., Azzopardi, L., Li, D., Jimmy, Palotti, J. & Zuccon, G., 2019, Advances in Information Retrieval: 41st European Conference on IR Research, ECIR 2019, Cologne, Germany, April 14-18, 2019 : proceedings. Azzopardi, L., Stein, B., Fuhr, N., Mayr, P., Hauff, C., Hiemstra, D., Hauff, C., Fuhr, N., Azzopardi, L., Hiemstra, D., Mayr, P. & Stein, B. (eds.). Cham: Springer, Vol. 2. p. 267-274 (Lecture Notes in Computer Science; vol. 11438).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
  4 Citations (Scopus)

• Red Alert: Break-Glass Protocol to Access Encrypted Medical Records in the Cloud

  de Oliveira, M. T., Michalas, A., Groot, A. E. D., Marquering, H. A. & Olabarriaga, S. D., 2019, 2019 IEEE International Conference on E-Health Networking, Application and Services, HealthCom 2019. Institute of Electrical and Electronics Engineers Inc., 9009598. (2019 IEEE International Conference on E-Health Networking, Application and Services, HealthCom 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)
• 2018

  Analysis of the term 'big data': Usage in biomedical publications

  van Altena, A. J., Moerland, P. D., Zwinderman, A. H. & Olabarriaga, S. D., 2018, Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017. Obradovic, Z., Baeza-Yates, R., Kepner, J., Nambiar, R., Wang, C., Toyoda, M., Suzumura, T., Hu, X., Cuzzocrea, A., Tang, J., Zang, H., Nie, J-Y. & Ghosh, R. (eds.). Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1253-1258 (Proceedings - 2017 IEEE International Conference on Big Data, Big Data 2017).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• LIMSI@CLEF eHealth 2018 Task 2: Technology assisted reviews by stacking active and static learning

  Norman, C., Leeflang, M. & Névéol, A., 2018, CLEF 2018 - Working Notes of CLEF 2018 Conference and Labs of the Evaluation Forum. Ferro, N., Nie, J-Y., Soulier, L. & Cappellato, L. (eds.). CEUR-WS, Vol. 2125. (CEUR Workshop Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  4 Citations (Scopus)
• 2017

  Sex-specific aspects of left and right ventricular volume regulation in patients following tetralogy of Fallot repair

  Kerkhof, P. L. M., Yoo, B. W., Van De Ven, P. M. & Handly, N., 13 Sept 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Smarter Technology for a Healthier World, EMBC 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1303-1306 4 p. 8037071

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  8 Citations (Scopus)
• 2016

  Netherlands Research Integrity Network: the first six months

  Blom, F., 14 Jul 2016, Proceedings of the 4th World Conference on Research Integrity. CS11.3

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access
• 2014

  The effect of aggregating subtype performances depends strongly on the performance measure used

  Tax, D. M. J., Sontrop, H. M. J., Reinders, M. J. T. & Moerland, P. D., 4 Dec 2014, Proceedings - International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 3720-3725 6 p. 6977351. (Proceedings - International Conference on Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2010

  Development and validation of a food frequency questionnaire to assess the protein intake in a Dutch adult population

  Verreijen, A. M., Gibson-Smith, D., Brouwer, I. A., Visser, M. & Weijs, P. J. M., 2010, Congress of Translational Research in Human Nutrition, France, March 2010.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

• Subtype specific breast cancer event prediction

  Sontrop, H., Verhaegh, W. F. J., Van Den Ham, R., Reinders, M. J. T. & Moerland, P., 2010, 2010 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2010. 5719684. (2010 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2010).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
• 2009

  An electronic assistant helping people with mild dementia navigate their day: results of the COGKNOW project.

  Dröes, R. M., Meiland, F. J. M., Sävenstedt, S., Bentvelzen, S. C. L., Bouman, A. I. E., Hettinga, M., Moelaert, F., Craig, D., Holthe, H., Andersson, A., Davies, R. H., Donnelly, M. P., Andersson, S., Bengtsson, J., Mulvenna, M. D. & Nugent, C. D., 2009, Abstract book of Forst International E-Mental Health Summit 2009, Amsterdam. p. 68

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

• A sensitivity analysis of microarray feature selection and classification under measurement noise

  Sontrop, H., Van den Ham, R., Moerland, P., Reinders, M. J. T. & Verhaegh, W. F. J., 2009, 2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009. 5174352. (2009 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2009).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Assistive technology for people with mild demantia: results of the COGKNOW project

  Dröes, R. M., Meiland, F. J. M., Sävenstedt, S., Bentvelzen, S. C. L., Bouman, A. I. E., Hettinga, M., Moelaert, F., Craig, D., Holthe, H., Andersson, A., Davies, R. H., Donnelly, M. P., Andersson, S., Bengtsson, J., Mulvenna, M. D. & Nugent, C. D., 2009, 37th Congress of the European Association of Geriatric Psychiatry. p. 28

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

• Radiotherapy on the neck nodes predicts malnutrition in patients with T1 or T2 laryngeal cancer

  Langius, J. A. E., Doornaert, P. A. H., Spreeuwenberg, M. D., Langendijk, J. A., Leemans, C. R. & de van der Schueren, M. A. E., 2009, Esmo-congres.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

• The SNAQRC, an Easy Traffic Light System as a First Step in the Recognition of Undernutrition in Residential Care

  Kruizenga, H. M., de Vet, H. C. W., de van der Schueren, M. A. E., Horman, J. C. H., Schols, J. M. G. A. & van Binsbergen, J. J., 2009, Clinical Nutrition Supplements. p. 89-90

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic
• 2008

  Inter-subject variability of resting state brain activity explored using a data and model-driven approach in combination with EEG-fMRI

  Gonçalves, S. I., Bijma, F., Pouwels, P. J. W., Jonker, M. A., Kuijer, J. P. A., Heethaar, R. M., Lopes Da Silva, F. H. & De Munck, J. C., 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. p. 608-611 4 p. 4541069. (2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  2 Citations (Scopus)
• 2007

  Shifting paradigms in dementia toward stratification of diagnosis and treatment using MRI

  Van Der Flier, W. M., Barkhof, F. & Scheltens, P., 1 Jan 2007, Imaging and the Aging Brain. Blackwell Publishing Inc., p. 215-224 10 p. (Annals of the New York Academy of Sciences; vol. 1097).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  29 Citations (Scopus)
• 2006

  A Distributed Workflow Management System for Automated Medical Image Analysis and Logistics

  Olabarriaga, S. D., Alkemade, J., van Andel, H. G., Nederveen, A. J., Majoie, C. B., den Heeten, G. J., van Straten, M. & Belleman, R. G., 2006, IEEE CMBS, special track on Grids for Biomedical Informatics: Salt Lake City. p. 733-738 6 p. (2006).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  8 Citations (Scopus)

• Virtual lab for fMRI: Bridging the usability gap

  Olabarriaga, S. D., De Boer, P. T., Maheshwari, K., Belloum, A., Snel, J. G., Nederveen, A. J. & Bouwhuis, M., 2006, e-Science 2006 - Second IEEE International Conference on e-Science and Grid Computing. 4031026. (e-Science 2006 - Second IEEE International Conference on e-Science and Grid Computing).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  17 Citations (Scopus)
• 2000

  Sensitivity analysis for threshold decision making with Bayesian belief networks

  Van Der Gaag, L. C. & Coupé, V. M. H., 2000, AI*IA 99: Advances in Artificial Intelligence - 6th Congress of Italian Association for Artificial Intelligence, Selected Papers. Lamma, E. & Mello, P. (eds.). Springer Verlag, p. 37-48 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1792 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  5 Citations (Scopus)

• Sensitivity analysis for threshold decision making with Bayesian belief networks

  Van Der Gaag, L. C. & Coupé, V. M. H., 2000, AI*IA 99: Advances in Artificial Intelligence - 6th Congress of Italian Association for Artificial Intelligence, Selected Papers. p. 37-48 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1792 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  19 Citations (Scopus)
• 1999

  Classification using localized mixtures of experts

  Moerland, P., 1999, IEE Conference Publication. 470 ed. IEE, p. 838-843 6 p. (IEE Conference Publication; vol. 2, no. 470).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  10 Citations (Scopus)

• Comparison of mixture models for density estimation

  Moerland, P., 1999, IEE Conference Publication. 470 ed. IEE, p. 25-30 6 p. (IEE Conference Publication; vol. 1, no. 470).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  14 Citations (Scopus)
• 1997

  Handwritten digit recognition with binary optical perceptron

  Saxena, I., Moerland, P., Fiesler, E. & Pourzand, A., 1997, Artificial Neural Networks - ICANN 1997 - 7th International Conference, Proceeedings. Gerstner, W., Germond, A., Hasler, M. & Nicoud, J-D. (eds.). Springer Verlag, p. 1253-1258 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1327).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  1 Citation (Scopus)

• Mixtures of experts estimate a posteriori probabilities

  Moerland, P., 1997, Artificial Neural Networks - ICANN 1997 - 7th International Conference, Proceeedings. Gerstner, W., Germond, A., Hasler, M. & Nicoud, J-D. (eds.). Springer Verlag, p. 499-504 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1327).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  8 Citations (Scopus)

• Supporting probability elicitation by sensitivity analysis

  Coupé, V. M. H. & Van Der Gaag, L. C., 1997, Knowledge Acquisition, Modeling and Management - 10th European Workshop, EKAW 1997, Proceedings. Benjamins, R. & Plaza, E. (eds.). Springer Verlag, p. 335-340 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 1319).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
  5 Citations (Scopus)