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Marco Spruit

Utrecht University · NL
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Area of research
Artificial Intelligence · Management Information Systems
Research interest
Research interests include Computer science, Medicine, Polypharmacy, Artificial intelligence, Medical prescription, and Machine learning.
h-index
citations
1,734
works
29
NIH funding
primary concept
email

Recent publications

Optimising prescribing in older adults with multimorbidity and polypharmacy in primary care (OPTICA): cluster randomised clinical trial
BMJ 2023cited by 44position: middledoi
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting
Expert Systems with Applications 2022cited by 35position: lastdoi
Topic Modeling for Interpretable Text Classification From EHRs
Frontiers in Big Data 2022cited by 33position: lastdoi
Adaptable Security Maturity Assessment and Standardization for Digital SMEs
Journal of Computer Information Systems 2022cited by 21position: lastdoi
Optimizing Therapy to Prevent Avoidable Hospital Admissions in Multimorbid Older Adults (OPERAM): cluster randomised controlled trial
BMJ 2021cited by 208position: middledoi
Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph
Knowledge-Based Systems 2021cited by 102position: lastdoi
SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing
Frontiers in Research Metrics and Analytics 2021cited by 75position: lastdoi
Frequency and Acceptance of Clinical Decision Support System-Generated STOPP/START Signals for Hospitalised Older Patients with Polypharmacy and Multimorbidity
Drugs & Aging 2021cited by 39position: middledoi
Respite for SMEs: A Systematic Review of Socio-Technical Cybersecurity Metrics
Applied Sciences 2021cited by 38position: lastdoi
Baseline characteristics and comparability of older multimorbid patients with polypharmacy and general practitioners participating in a randomized controlled primary care trial
BMC Family Practice 2021cited by 32position: middledoi
A Shared Cyber Threat Intelligence Solution for SMEs
Electronics 2021cited by 32position: lastdoi
The Cybersecurity Focus Area Maturity (CYSFAM) Model
Journal of Cybersecurity and Privacy 2021cited by 31position: lastdoi
A Threat-Based Cybersecurity Risk Assessment Approach Addressing SME Needs
2021cited by 30position: lastdoi
Automatic Extraction of Adverse Drug Reactions from Summary of Product Characteristics
Applied Sciences 2021cited by 15position: lastdoi
Intervention protocol: OPtimising thERapy to prevent avoidable hospital Admission in the Multi-morbid elderly (OPERAM): a structured medication review with support of a computerised decision support system
BMC Health Services Research 2020cited by 41position: middledoi
Evaluating sentence representations for biomedical text: Methods and experimental results
Journal of Biomedical Informatics 2020cited by 37position: lastdoi
Combining Supervised and Unsupervised Machine Learning Methods for Phenotypic Functional Genomics Screening
SLAS DISCOVERY 2020cited by 25position: middledoi
Rationale and design of OPtimising thERapy to prevent Avoidable hospital admissions in Multimorbid older people (OPERAM): a cluster randomised controlled trial
BMJ Open 2019cited by 67position: middledoi
Mapping the global network of fisheries science collaboration
Fish and Fisheries 2019cited by 33position: lastdoi
Modelling adaptive information security for SMEs in a cluster
Journal of Intellectual Capital 2019cited by 33position: middledoi
Cybersecurity Standardisation for SMEs
International Journal of Standardization Research 2019cited by 13position: lastdoi
Comparing Deep Learning and Classical Machine Learning Approaches for Predicting Inpatient Violence Incidents from Clinical Text
Applied Sciences 2018cited by 70position: lastdoi
Selecting Priors for Latent Dirichlet Allocation
2018cited by 24position: lastdoi
Full-Text or Abstract? Examining Topic Coherence Scores Using Latent Dirichlet Allocation
2017cited by 387position: lastdoi
DEDUCE: A pattern matching method for automatic de-identification of Dutch medical text
Telematics and Informatics 2017cited by 73position: lastdoi
Organizational Characteristics Influencing SME Information Security Maturity
Journal of Computer Information Systems 2016cited by 47position: lastdoi
HC StratoMineR: A Web-Based Tool for the Rapid Analysis of High-Content Datasets
Assay and Drug Development Technologies 2016cited by 20position: middledoi
Computerized Decision Support Improves Medication Review Effectiveness: An Experiment Evaluating the STRIP Assistant’s Usability
Drugs & Aging 2015cited by 83position: middledoi
Understanding users’ behavior with software operation data mining
Computers in Human Behavior 2013cited by 46position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Bilge Yiğit Özkan · Utrecht University6 papers (2019–2022)Matthieu Brinkhuis · Utrecht University4 papers (2020–2021)Max van Haastrecht · Utrecht University4 papers (2021–2021)Nicolas Rodondi · Hôpital régional4 papers (2020–2023)Shaheen Syed · Utrecht University3 papers (2017–2019)Nathalie Schwab · University of Lausanne3 papers (2020–2023)Wilma Knol · Utrecht University3 papers (2015–2021)Injy Sarhan · Utrecht University3 papers (2021–2021) · 3 papers (2021–2023)Sjaak Brinkkemper · Utrecht University3 papers (2015–2020)Zhengru Shen · Utrecht University3 papers (2020–2021)Ingeborg Wilting · Utrecht University2 papers (2020–2021)Emil Rijcken · Utrecht University2 papers (2022–2022)Claudio Schneider · Nanjing University of Chinese Medicine2 papers (2021–2023)Judith Klumperman · Utrecht University2 papers (2016–2020)Pablo Mosteiro · Utrecht University2 papers (2022–2022)Vincent Menger · Utrecht University2 papers (2017–2018)Wienand A. Omta · Utrecht University2 papers (2016–2020)René H. Medema · Institute of Cell Biology2 papers (2016–2020)Anne Spinewine · Utrecht University2 papers (2020–2021)
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