Martijn C. Schut

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 12

Top Topics

Prognostic Models

Unstructured Text

Top Venues

Int. J. Medical Informatics

BMC Medical Informatics Decis. Mak.

Publications

Martijn C. Schut, Dave A. Dongelmans, Dylan W. De Lange, Sylvia Brinkman, D. P. Verbiest, L. F. te Velde, E. M. van Driel, T. Rijpstra, P. H. J. Elbers, A. P. I. Houwink, L. Georgieva, E. Verweij, R. M. de Jong, F. M. van Iersel, T. J. J. Koning, E. Rengers, N. Kusadasi, M. L. Erkamp, R. Van den Berg, C. J. M. G. Jacobs, J. L. Epker, A. A. Rijkeboer, M. T. de Bruin, P. Spronk, A. Draisma, D. J. Versluis, A. E. van den Berg, M. Vrolijk-de Mos, J. A. Lens, R. V. Pruijsten, H. Kieft, J. Rozendaal, Fleur G. C. A. Nooteboom, D. P. Boer, I. T. A. Janssen, L. van Gulik, M. P. Koetsier, V. M. Silderhuis, R. M. Schnabel, I. Drogt, Wouter de Ruijter, Robert-Jan Bosman, T. Frenzel, Louise C. Urlings-Strop, A. Dijkhuizen, I. Z. Hené, A. R. de Meijer, J. W. M. Holtkamp, N. Postma, A. J. G. H. Bindels, R. M. J. Wesselink, E. R. van Slobbe-Bijlsma, Peter H. J. van der Voort, B. J. W. Eikemans, D. Jannet Mehagnoul-Schipper, D. Gommers, J. G. Lutisan, M. Hoeksema, M. G. W. Barnas, Barbara Festen-Spanjer, M. van Lieshout, N. C. Gritters, Martijn van Tellingen, Gert B. Brunnekreef, J. Vandeputte, T. P. J. Dormans, M. E. Hoogendoorn, M. de Graaff, D. Moolenaar, Auke C. Reidinga, J. J. Spijkstra, R. de Waal, D. Ramnarain, Nicolette F. de Keizer, Ameen Abu-Hanna
Development and evaluation of regression tree models for predicting in-hospital mortality of a national registry of COVID-19 patients over six pandemic surges. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Iacopo Vagliano, Noman Dormosh, Miguel Rios, Torec T. Luik, T. M. Buonocore, Paul W. G. Elbers, Dave A. Dongelmans, Martijn C. Schut, Ameen Abu-Hanna
Prognostic models of in-hospital mortality of intensive care patients using neural representation of unstructured text: A systematic review and critical appraisal. J. Biomed. Informatics 146 (2023)
Iacopo Vagliano, Maurice Y. Kingma, Dave A. Dongelmans, Dylan W. De Lange, Nicolette F. de Keizer, Martijn C. Schut
Automated identification of patient subgroups: A case-study on mortality of COVID-19 patients admitted to the ICU. Comput. Biol. Medicine 163 (2023)
Izak A. R. Yasrebi-de Kom, Dave A. Dongelmans, Nicolette F. de Keizer, Kitty J. Jager, Martijn C. Schut, Ameen Abu-Hanna, Joanna E. Klopotowska
Electronic health record-based prediction models for in-hospital adverse drug event diagnosis or prognosis: a systematic review. J. Am. Medical Informatics Assoc. 30 (5) (2023)
Iacopo Vagliano, Martijn C. Schut, Ameen Abu-Hanna, Dave A. Dongelmans, Dylan W. De Lange, Diederik Gommers, Olaf L. Cremer, Rob J. Bosman, Sander Rigter, Evert-Jan Wils, Tim Frenzel, Remko de Jong, Marco A. A. Peters, Marlijn J. A. Kamps, Dharmanand Ramnarain, Ralph Nowitzky, Fleur G. C. A. Nooteboom, Wouter de Ruijter, Louise C. Urlings-Strop, Ellen G. M. Smit, D. Jannet Mehagnoul-Schipper, Tom Dormans, Cornelis P. C. de Jager, Stefaan H. A. Hendriks, Sefanja Achterberg, Evelien Oostdijk, Auke C. Reidinga, Barbara Festen-Spanjer, Gert B. Brunnekreef, Alexander D. Cornet, Walter van den Tempel, Age D. Boelens, Peter Koetsier, Judith Lens, Harald J. Faber, Attila Karakus, Robert Entjes, Paul de Jong, Thijs C. D. Rettig, Merijn C. Reuland, M. Sesmu Arbous, Lucas M. Fleuren, Tariq A. Dam, Patrick J. Thoral, Robbert C. A. Lalisang, Michele Tonutti, Daan P. de Bruin, Paul W. G. Elbers, Nicolette F. de Keizer
Assess and validate predictive performance of models for in-hospital mortality in COVID-19 patients: A retrospective cohort study in the Netherlands comparing the value of registry data with high-granular electronic health records. Int. J. Medical Informatics 167 (2022)
Iacopo Vagliano, Carmen Byrne Salsas, Tina Wünn, Martijn C. Schut
External Validation and Transportability of Models to Predict Acute Kidney Injury in the Intensive Care Unit. ICIMTH (2022)
Iacopo Vagliano, Sylvia Brinkman, Ameen Abu-Hanna, M. Sesmu Arbous, Dave A. Dongelmans, Paul W. G. Elbers, Dylan W. De Lange, M. van der Schaar, Nicolette F. de Keizer, Martijn C. Schut
Can we reliably automate clinical prognostic modelling? A retrospective cohort study for ICU triage prediction of in-hospital mortality of COVID-19 patients in the Netherlands. Int. J. Medical Informatics 160 (2022)
Iacopo Vagliano, Oleksandra Lvova, Martijn C. Schut
Interpretable and Continuous Prediction of Acute Kidney Injury in the Intensive Care. MIE (2021)
Torec T. Luik, Miguel Rios, Ameen Abu-Hanna, Henk C. P. M. van Weert, Martijn C. Schut
The Effectiveness of Phrase Skip-Gram in Primary Care NLP for the Prediction of Lung Cancer. AIME (2021)
W. Qi, Ameen Abu-Hanna, Thamar Eva Maria van Esch, Derek de Beurs, Yuntao Liu, Linda E. Flinterman, Martijn C. Schut
Explaining heterogeneity of individual treatment causal effects by subgroup discovery: An observational case study in antibiotics treatment of acute rhino-sinusitis. Artif. Intell. Medicine 116 (2021)
Iacopo Vagliano, Wei-Hsiang Hsu, Martijn C. Schut
Machine Learning, Clinical Notes and Knowledge Graphs for Early Prediction of Acute Kidney Injury in the Intensive Care. ICIMTH (2021)
Noman Dormosh, Ameen Abu-Hanna, Nathalie van der Velde, Martijn C. Schut
Impact of Altering Data Granularity Levels on Predictive Modelling: A Case Study of Fall Risk Prediction in Older Persons. MIE (2020)
Geoff S. Nitschke, Martijn C. Schut, A. E. Eiben
Evolving behavioral specialization in robot teams to solve a collective construction task. Swarm Evol. Comput. 2 (2012)
Geoff S. Nitschke, A. E. Eiben, Martijn C. Schut
Evolving team behaviors with specialization. Genet. Program. Evolvable Mach. 13 (4) (2012)
Christophe Guéret, Stefan Schlobach, Kathrin Dentler, Martijn C. Schut, Gusz Eiben
Evolutionary and Swarm Computing for the Semantic Web. IEEE Comput. Intell. Mag. 7 (2) (2012)
Zoltán Szlávik, Wojtek Kowalczyk, Martijn C. Schut
Diversity Measurement of Recommender Systems under Different User Choice Models. ICWSM (2011)
A. E. Eiben, N. Ferreira, Martijn C. Schut, Serge Kernbach
Evolution of Things CoRR (2011)
A. E. Eiben, N. Ferreira, Martijn C. Schut, Serge Kernbach
Embodied artificial evolution: the future of artificial evolutionary systems. GECCO (Companion) (2011)
Willem H. van Willigen, Martijn C. Schut, Leon J. H. M. Kester
Evaluating adaptive cruise control strategies in worst-case scenarios. ITSC (2011)
Wojtek Kowalczyk, Zoltán Szlávik, Martijn C. Schut
The Impact of Recommender Systems on Item-, User-, and Rating-Diversity. ADMI (2011)
Willem H. van Willigen, Martijn C. Schut, Leon J. H. M. Kester
Approximating safe spacing policies for adaptive cruise control strategies. VNC (2011)
Willem H. van Willigen, Martijn C. Schut, A. E. Eiben, Leon J. H. M. Kester
Online Adaptation of Path Formation in UAV Search-and-Identify Missions. ICANNGA (2) (2011)
Geoff S. Nitschke, Martijn C. Schut, A. E. Eiben
Collective neuro-evolution for evolving specialized sensor resolutions in a multi-rover task. Evol. Intell. 3 (1) (2010)
Martijn C. Schut
On model design for simulation of collective intelligence. Inf. Sci. 180 (1) (2010)
Nicolas Höning, Martijn C. Schut
Modelling Dynamic Forgetting in Distributed Information Systems. KES-AMSTA (2) (2010)
David van Dijk, Peter M. A. Sloot, J. C. Tay, Martijn C. Schut
Individual-based simulation of sexual selection: A quantitative genetic approach. ICCS (1) (2010)
Martijn C. Schut, Evert Haasdijk, Abraham Prieto
Is situated evolution an alternative for classical evolution? IEEE Congress on Evolutionary Computation (2009)
Martijn C. Schut, Nivea Ferreira-Schut
On Agent Modelling And System Simulation Of Self-Organisation. ECMS (2009)
Tibor Bosse, Martijn C. Schut, Jan Treur
Formal Analysis of Dynamics within Philosophy of Mind by Computer Simulation. Minds Mach. 19 (4) (2009)
Martijn C. Schut, Evert Haasdijk, A. E. Eiben
What is situated evolution? IEEE Congress on Evolutionary Computation (2009)
G. Tasseron, Martijn C. Schut
SOTRIP: a self organizing protocol for traffic information. IWCMC (2009)
Luís F. Simões, Martijn C. Schut, Evert Haasdijk
Intuitive Action Set Formation in Learning Classifier Systems with Memory Registers. ECAI (2008)
Geoff Nitschke, Martijn C. Schut
Designing multi-rover emergent specialization. GECCO (2008)
Christophe Guéret, Eyal Oren, Stefan Schlobach, Martijn C. Schut
An Evolutionary Perspective on Approximate RDF Query Answering. SUM (2008)
Selmar K. Smit, Robert Griffioen, Martijn C. Schut
A controller architecture for the evolution of state-persistent controllers: Behaviour oriented decision tree (BODT). IEEE Congress on Evolutionary Computation (2008)
Catholijn M. Jonker, Martijn C. Schut, Jan Treur, Pinar Yolum
Analysis of meeting protocols by formalisation, simulation, and verification. Comput. Math. Organ. Theory 13 (3) (2007)
Geoff Nitschke, Martijn C. Schut, A. E. Eiben
Collective specialization in multi-rover systems. GECCO (2007)
Ágoston E. Eiben, Geoff S. Nitschke, Martijn C. Schut
Evolutionary Design of Specialization. ALIFE (2007)
Mark Hoogendoorn, Catholijn M. Jonker, Martijn C. Schut, Jan Treur
Modeling centralized organization of organizational change. Comput. Math. Organ. Theory 13 (2) (2007)
Mark Hoogendoorn, Martijn C. Schut, Jan Treur
Modeling Decentralized Organizational Change in Honeybee Societies. ECAL (2007)
Geoff S. Nitschke, Martijn C. Schut, A. E. Eiben
Emergent specialization in the extended multi-rover problem. IEEE Congress on Evolutionary Computation (2007)
Tibor Bosse, Martijn C. Schut, Jan Treur, David Wendt
Trust-Based Inter-temporal Decision Making: Emergence of Altruism in a Simulated Society. MABS (2007)
A. E. Eiben, Catholijn M. Jonker, Viara Popova, Martijn C. Schut
On the Formal Analysis of the Dynamics of Simulated Agent Societies. Int. J. Cooperative Inf. Syst. 16 (1) (2007)
A. E. Eiben, Martijn C. Schut, A. R. de Wilde
Boosting Genetic Algorithms with Self-Adaptive Selection. IEEE Congress on Evolutionary Computation (2006)
Nigel Gilbert, Matthijs den Besten, Ákos Bontovics, Bart G. W. Craenen, Federico Divina, Ágoston E. Eiben, Robert Griffioen, György Hévízi, András Lörincz, Ben Paechter, Stephan C. Schuster, Martijn C. Schut, Christian Tzolov, Paul Vogt, Lu Yang
Emerging Artificial Societies Through Learning. J. Artif. Soc. Soc. Simul. 9 (2) (2006)
A. E. Eiben, Mark Horvath, Wojtek Kowalczyk, Martijn C. Schut
Reinforcement Learning for Online Control of Evolutionary Algorithms. ESOA (2006)
Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut, Jan Treur
Collective representational content for shared extended mind. Cogn. Syst. Res. 7 (2-3) (2006)
A. E. Eiben, Geoff Nitschke, Martijn C. Schut
Collective Specialization for Evolutionary Design of a Multi-robot System. Swarm Robotics (2006)
A. E. Eiben, Martijn C. Schut, A. R. de Wilde
Is Self-adaptation of Selection Pressure and Population Size Possible? - A Case Study. PPSN (2006)
Tamas Buresch, A. E. Eiben, Geoff Nitschke, Martijn C. Schut
Effects of Evolutionary and Lifetime Learning on Minds and Bodies in an Artifical Society. BNAIC (2005)
Elfriede Krauth, Hans Moonen, Viara Popova, Martijn C. Schut
Agent-Based Modeling of Third-Party Logistics Performance Indicators. IAT (2005)
A. E. Eiben, Martijn C. Schut, T. Toma
Comparing multicast and newscast communication in evolving agent societies. GECCO (2005)
Tamas Buresch, A. E. Eiben, Geoff Nitschke, Martijn C. Schut
Effects of evolutionary and lifetime learning on minds and bodies in an artifical society. Congress on Evolutionary Computation (2005)
P. C. Buzing, Ágoston E. Eiben, Martijn C. Schut
Emerging communication and cooperation in evolving agent societies. J. Artif. Soc. Soc. Simul. 8 (1) (2005)
A. E. Eiben, Geoff Nitschke, Martijn C. Schut
Comparative Reproduction Schemes for Evolving Gathering Collectives. ECAL (2005)
Elfriede Krauth, Hans Moonen, Viara Popova, Martijn C. Schut
Understanding Performance Measurement and Control in Third Party Logistics. ECIS (2005)
Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut, Jan Treur
Simulation and Analysis of a Shared Extended Mind. Simul. 81 (10) (2005)
A. E. Eiben, Geoff Nitschke, Martijn C. Schut
Evolving an agent collective for cooperative mine sweeping. Congress on Evolutionary Computation (2005)
Elfriede Krauth, Hans Moonen, Viara Popova, Martijn C. Schut
Performance Measurement and Control in Logistics Service Providing. ICEIS (2) (2005)
Martijn C. Schut, Michael Kentrop, Mark Leenaarts, Marco Melis, Ian Miller
APPROACH: Decentralised Rotation Planning for Container Barges. ECAI (2004)
Martijn C. Schut, Michael J. Wooldridge, Simon Parsons
The theory and practice of intention reconsideration. J. Exp. Theor. Artif. Intell. 16 (4) (2004)
Peter H. M. P. Roelofsma, Martijn C. Schut
Preference Elicitation without Numbers. AAMAS (2004)
Catholijn M. Jonker, Martijn C. Schut, Jan Treur, Pinar Yolum
Formal Analysis of Meeting Protocols. MABS (2004)
Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut, Jan Treur
Simulation and Analysis of Shared Extended Mind. MABS (2004)
P. C. Buzing, A. E. Eiben, Martijn C. Schut, T. Toma
Cooperation and communication in evolving artificial societies. IEEE Congress on Evolutionary Computation (2004)
Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut, Jan Treur
Modelling Shared Extended Mind and Collective Representational Content. SGAI Conf. (2004)
Catholijn M. Jonker, Martijn C. Schut, Jan Treur
Organisational Change: Deliberation and Modification. CIA (2003)
P. C. Buzing, A. E. Eiben, Martijn C. Schut
Evolving Agent Societies with VUShape. ECAL (2003)
Martijn C. Schut, Michael J. Wooldridge, Simon Parsons
On Partially Observable MDPs and BDI Models. Foundations and Applications of Multi-Agent Systems (2002)
Martijn C. Schut, Michael J. Wooldridge
The control of reasoning in resource-bounded agents. Knowl. Eng. Rev. 16 (3) (2001)
Martijn C. Schut, Michael J. Wooldridge, Simon Parsons
Reasoning about Intentions in Uncertain Domains. ECSQARU (2001)
Martijn C. Schut, Michael J. Wooldridge
Principles of intention reconsideration. Agents (2001)
Martijn C. Schut, Michael J. Wooldridge
Intention reconsideration in complex environments. Agents (2000)