Here's a blog which highlights some of the more memorable events during my daily routine.... Events include accepted or rejected papers (ACCEPT/REJECT), master thesis defenses by students I supervised (MBI), research presentations of papers I (co-)authored (TALK), grant awards and rejections (ACCEPT/REJECT), and important research interest statements, among others.

OUT: Applied Data Science in Patient-Centric Healthcare

posted May 23, 2018, 5:38 AM by Marco Spruit   [ updated May 23, 2018, 5:40 AM ]
Even though my research is frequently being published, I now have one paper out that I am particularly happy with and proud of, in a collaboration with my Greek friend Miltiadis: 
  • Spruit,M., & Lytras,M. (2018). Applied Data Science in Patient-centric Healthcare: Adaptive Analytic Systems for Empowering Physicians and Patients. Telematics and Informatics, 35(4), 643–653.[ISI impact factor: 3.398] [pdf] [online]
This strategic paper defines and positions my research theme as a research framework for Applied Data Science research on the knowledge discovery process in which analytic systems are designed and evaluated to improve the daily practices of domain experts. It introduces Adaptive Analytic Systems as a novel research perspective of the three intertwining aspects within the knowledge discovery process in healthcare: 
  1. domain and data understanding for physician- and patient-centric healthcare, 
  2. data preprocessing and modelling using natural language processing and big data analytic techniques, and 
  3. model evaluation and knowledge deployment through information infrastructures. 
We align these knowledge discovery aspects with the design science research steps of problem investigation, treatment design, and treatment validation, respectively, noting that the adaptive component in healthcare system prototypes may translate to data-driven personalisation aspects including personalised medicine. 

We then explore how applied data science for patient-centric healthcare can thus empower physicians and patients to more effectively and efficiently improve healthcare, through the included manuscripts in this special issue of the high-impact journal Telematics and Informatics.

Last but certainly not least, we propose Meta-Algorithmic Modelling as a solution-oriented design science research framework in alignment with the knowledge discovery process to address the three key dilemmas in the emerging “post-algorithmic era” of data science: depth versus breadth, selection versus configuration, and accuracy versus transparency.

NB: Elsevier provides free access to the paper until July 4, 2018!

PRESS: Sleepwet outreach

posted Mar 22, 2018, 4:14 AM by Marco Spruit   [ updated Mar 22, 2018, 4:19 AM ]

My professional opinion on the Sleepwet/WiV was published on the Utrecht University homepage as well as the regional news headlines, after being prepared by our UU science editor/public information officer... Furthermore, together with other computer science colleagues in the Netherlands an extensive statement was issued on our concerns with the current Law for the intelligence and security services (Wet inlichten- en veiligheidsdiensten, Wiv). 

The UU piece was subsequently picked up by the popular regional online news paper DUIC one day before the national referendum on this topic. The official result will be made public in a week from now, but it will be a close call either way.

Finally, next week a group of secondary school students will interview me about the implications of the Sleepwet for their school project... 
Outreach is important stuff!

PS: The nice Wifi wordcloud was made using on the table of contents of the US Research Council's 2008 report Protecting Individual Privacy in the Struggle Against Terrorists.

TALKS: HealthINF 2018

posted Jan 23, 2018, 12:44 AM by Marco Spruit

Last week I presented the following two papers on the HEALTHINF 2018 conference:
  1. Speech Technology in Dutch Health Care: A Qualitative Study (19/01/2018). Poster at the 11th International Joint Conference on Biomedical Engineering Systems and Technologies. HEALTHINF 2018, Funchal, Portugal. 
  2. Devices Used for Non-invasive Tele homecare for Cardiovascular Patients: A Systematic Literature Review (19/01/2018). 11th International Joint Conference on Biomedical Engineering Systems and Technologies. HEALTHINF 2018, Funchal, Portugal. [15 min.]

TALK: Consumer Engagement on Madeira

posted Nov 3, 2017, 5:49 AM by Marco Spruit   [ updated Nov 3, 2017, 5:49 AM ]

Today I gave the following talk on sunny Madeira:
Which presents the following paper:
  • Brakenhoff,L., & Spruit,M. (2017). Consumer Engagement Characteristics in Mobile Advertising. Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (pp. 206–2014). KDIR 2017, November 1-3, 2017, Funchal, Portugal: ScitePress. [pdf]

VACANCY: Scientific programmer

posted Oct 9, 2017, 5:05 AM by Marco Spruit

Looking for a scientific programmer to help us introduce the STRIP Assistant platform for better medication prescribing into the daily practices in primary care, with an entrepreneurial mindset!

Utrecht University’s Applied Data Science Lab is looking for a scientific programmer to help extend and/or redesign/reimplement the STRIP Assistant platform for implementation into the daily practices of general physicians in the Utrecht region. The STRIPA Implementation (STRIMP) project is being funded by the Netherlands Organization for Scientific Research (NWO). STRIMP can be understood as a spin-off of the Horizon2020 project OPERAM which is currently deploying STRIPA as the intervention instrument in a multi-centre multi-lingual RCT in secondary care. OPTICA is a Swiss-funded project where STRIPA is evaluated in another RCT in primary care. STRIMP is similar to OPTICA but more focused on preparing its scalable deployment throughout primary care. Thus, through this position you may become a part of its spin-off and be joining a highly anticipated Dutch startup.

For more information, please refer to the vacancy text.

EDUCATION: Applied Data Science Postgraduate

posted Oct 8, 2017, 4:19 AM by Marco Spruit   [ updated Oct 8, 2017, 4:34 AM ]

Last week I presented the Applied Data Science Postgraduate MSc programme during the Utrecht University's Open Day, for which I prepared a 45-minute talk. This programme supports both fulltime and parttime participation and will teach you how to apply state-of-the-art concepts, methods and techniques in data science, how to apply this knowledge and analyse large datasets for innovation in the domain of health, and how to understand the potential and risks of applying data science for research and society. 

It turns out that the specific eligibility criteria need to be communicated even more clearly, so here they are again, once more... You need to already have obtained a Master of Science (MSc) degree, or relevant Master of Applied Sciences (MAS) degree. No statistics, no health, no work experience yet? We can fix that. However, taking the programme will cost you a total tuition fee of € 27,273 EUR. It would be great if your employer can support you here in the context of your personal career development plans.

The ADSP curriculum overview.

TALK: AIME in Vienna

posted Jun 26, 2017, 7:55 AM by Marco Spruit

Last week I presented our poster at AIME 2017 in Vienna of the paper: 
  • Meulendijk,M., Spruit,M., & Brinkkemper,S. (2017). Risk mediation in association rules: the case of decision support in medication review. In Teije,A. ten, Popow,C., Holmes,J., & Sacchi,L. (Eds.), LNAI 10259, 16th Conference on Artificial Intelligence in Medicine (pp. 327 ff). AIME 2017, June 21-24, Vienna, Austria: Springer. [pdf] [online]
... Which I also presented as a short talk:

EDUCATION: my very first Pluim!

posted Mar 21, 2017, 6:31 AM by Marco Spruit   [ updated Mar 21, 2017, 6:32 AM ]

From the latest departmental news letter... "The Education Advisory Committee (OAC-INKU) awarded a special distinction (pluim) to Matthieu Brinkhuis and Marco Spruit for the course Data Analytics". Now that I have received -- much to my surprise -- this one-of-a-kind certificate from the committee's not-so-infamous chairman, this Pluim-on-paper is proudly decorating our (i.e. Matthieu and myself) office walls...

GRANTS: No Blue Monday

posted Jan 17, 2017, 3:22 AM by Marco Spruit

Yesterday on Blue Monday I received the far-from-depressing news that the European Commission has awarded a 5.6 million Euro grant to the Horizon2020 project SMESEC: "Protecting Small and Medium-sized Enterprises digital technology through an innovative cyber-SECurity framework". This Innovation Action brings together a consortium of 12 partners from 7 countries. Its main goal is to develop a cost-effective framework based on Marco's Information Security Focus Area Maturity (ISFAM) model to support SMEs in managing network information security risks and threats. Pilots will be performed in e-Voting, Smart Cities, IIoT and Smart Grid services. UU's PhD position will further develop the family of maturity models.

In related news, I also got a Christmas present from the Swiss National Science Foundation (SNF) who awarded a 475K grant to the project OPTICA: "Optimising PharmacoTherapy In the multimorbid elderly in Primary CAre: a cluster randomised controlled trial". This project aims to introduce the STRIP Assistant in Swiss primary care. This good news also signifies the return of Michiel Meulendijk as a partime postdoc.

TALK: Power to the people!

posted Nov 11, 2016, 12:54 PM by Marco Spruit   [ updated Nov 11, 2016, 2:13 PM ]

Today I presented the position paper titled Power to the People! Meta-algorithmic modelling in Applied data science at the 8th International Conference on Knowledge Discovery and Information Retrieval (KDIR) in Porto. The closing talk of a very interesting session on text analytics and data science.

The paper is available here.

NB: By coincidence I learned about the very interesting work of Thomas Stützle on automatic algorithm configuration metaheuristics implemented with irace. It addresses the same machine learning challenge from the opposite perspective ;-)

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