Health Policy Research Associate @LSEHealthPolicy | Assistant Professor @MaastrichtU | #digitalhealth | #healthpolicy

Joined April 2019
What happens when #LLMs process the same clinical case hundreds of times? Omissions, hallucinations, and inconsistency. Our new study in @BMJ_HCI examined 12,197 outputs of GPT-4.1 and DeepSeek-V3 on #hypercholesterolaemia and #diabetes Full paper: doi.org/10.1136/bmjhci-2025-…
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The "state-of-the-art" is not a uniform standard. Different architectures and training data yield starkly different outcomes. We need distribution-aware evaluation frameworks before LLMs can be responsibly deployed in #clinical settings.
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With Michael Anderson, Brian McMillan, Marc Matthews, Paul Rust, Pauline Pearcy, @khurramn1, and @MOSSIALOS @LSEHealthPolicy
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Robin van Kessel, PhD retweeted
📣 New paper out in which we mapped what policies contribute to the regulatory landscape for #artificialintelligence in #health in the #EU 🔗nature.com/articles/s41746-0… 👇Check out the thread below by co-author @robinvankessel for a synopsis
Another awesome thread from one of our super community of authors! See below @robinvankessel's synopsis of this paper describing the policies that contribute to the regulatory landscape for #ArtificialIntelligence in health within the EU. nature.com/articles/s41746-0… Full thread quoted below...
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Robin van Kessel, PhD retweeted
Another awesome thread from one of our super community of authors! See below @robinvankessel's synopsis of this paper describing the policies that contribute to the regulatory landscape for #ArtificialIntelligence in health within the EU. nature.com/articles/s41746-0… Full thread quoted below...
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#Industry professionals need clarity on the regulatory landscape for health innovations. Our article describes this landscape, ranging from the way data can be processed to the relevant legislation that regulates the market access pathways for AI-enabled #healthtechnologies.
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A major thanks to #JelenaSchmidt, @Nienke_Schutte, @stefanbuttigieg , @davidnovillo , @esutherland272, Michael Anderson, @hippoai, Michael Peolsson, Brigid Unim, @MilPavlova , @arieldora , and @MOSSIALOS for their invaluable contributions and collaboration
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Robin van Kessel, PhD retweeted
A new study on #DigitalHealth reimbursement is out, led by @robinvankessel and @MOSSIALOS, and supported by @WHO_Europe. We explored reimbursement practices in 9 countries (🇧🇪🇫🇷🇩🇪🇮🇱🇮🇹🇳🇱🇵🇱🇸🇪🇬🇧). Let's unpack some key insights in a short thread.👇mhealth.jmir.org/2023/1/e490…
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Robin van Kessel, PhD retweeted
Our paper on the need to conceptualise clearly the intersection between #digitalhealth and principles of #valuebased #pricing #reimbursement! @robinvankessel @ekyriopoulos Giovanni Monti @davidnovillo Ran Milman @gretanasi @arieldora @gawharton1 @MOSSIALOS
Proud to share our new publication in @jmirpub @JMIR_mHealth where we mapped #digitalhealth #reimbursement practices in nine countries in @WHO_Europe: Belgium, France, Germany, Israel, Italy, Netherlands, Poland, Sweden, and the UK. Read it #OpenAccess: mhealth.jmir.org/2023/1/e490…
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Proud to share our new publication in @jmirpub @JMIR_mHealth where we mapped #digitalhealth #reimbursement practices in nine countries in @WHO_Europe: Belgium, France, Germany, Israel, Italy, Netherlands, Poland, Sweden, and the UK. Read it #OpenAccess: mhealth.jmir.org/2023/1/e490…
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An increased emphasis on developing a clear conceptualisation of #digitalhealth, as well as #valuebased #pricing and #reimbursement mechanisms, are needed for the sustainable #uptake of #digitalhealth.
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A big thank you to all collaborators that helped create this article: @divyasrivast, @ekyriopoulos, Giovanni Monti, @davidnovillo, Ran Milman, Wojciech Wilhelm Zhang-Czabanowski, @gretanasi, @arieldora, @gawharton1, and @MOSSIALOS
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