Mouse sitting among pills
Article
Johnson & Johnson Innovative Medicine

Data science: empowering animal-free progress in preclinical development

Many drugs fail clinical trials, often because preclinical animal models fall short of replicating human physiology. To improve animal welfare, speed up drug development, and reduce costs, we need to rely less on animal models, while also minimizing the number of failures early in the drug development process. Artificial intelligence and machine learning are powerful tools that can help us achieve these goals by predicting a drug’s efficacy, safety, and uptake in preclinical studies. These technologies can help researchers to make informed decisions and optimize testing strategies, improving drug development for both animals and people.

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Janssen logo and picture of people helping each other up a cliff
Article
Johnson & Johnson Innovative Medicine

Data science – taking clinical drug development to the next level

Clinical drug development is a challenging endeavor, but help is at hand! From trial site selection, to patient recruitment, to endpoint characterization – data science integration can help to overcome bottlenecks and improve efficiency in clinical development by generating unique insights to help guide study design and operations. For this strategy to be used to its full potential in Belgium, local partners should optimize data governance and quality, and improve collaboration. This would help the country maintain its status as a leading location for clinical trials.

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Woman looking at red pill with scientific symbols
Opinion
Johnson & Johnson Innovative Medicine

Data science in early drug discovery – getting it right from the start

The application of data science in the early stages of drug development is not new – progress in algorithms and computing power has been ongoing for years. We have reached the point where we have to reflect on the road travelled and look forward to upcoming opportunities and challenges. To further pave the way and reach the top in health data science, stakeholders will have to find each other and work together. Once everyone is on board, data science knows no bounds!

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Business poeple and doctors working together
Press release
BioVox

Belgian stakeholders unite to strive for data science integration in healthcare

Data science is booming, including in the healthcare sector. However, in order to extract insights and benefits from our health data, we first have to build a solid system for structural data processing and management. To frame the needs for healthcare data reuse in Belgium, Inovigate has united stakeholders and summarized their recommendations in two white papers.

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Christine Durinx shaking hands with Minister Hilde Crevits
Opinion
BioVox

VIB: a new focus on data science with Christine Durinx at the helm

Christine Durinx has been appointed as the new co-Managing Director of the world-class life sciences research institute VIB. Taking over from Jo Bury, Durinx joins VIB’s other co-Managing Director Jérôme Van Biervliet in ushering in a new era of discoveries increasingly driven by data science.

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Woman holding heart with binary code
Opinion
BioVox

Why keeping up with data science matters for our health

Data without science is nothing; just 1s and 0s, floating around a cloud waiting for someone to make sense of them. Data science is the process of extracting value from data, using advanced analytics tools. Enormous amounts of health information are being gathered every second, and we are rapidly getting better at decoding it: turning bytes into insights that can be used to improve the lives of patients. But the pace, methods and ethics of data science adoption varies dramatically between countries and regions. Why should we care about keeping up?

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Ontoforce and Rancho Biosciences
Press release
BioVox

ONTOFORCE and Rancho Biosciences Collaborate to Leverage High-Quality Data for Target Identification

Ghent, Belgium, 15 January 2025 – ONTOFORCE, a leader in semantic technology for life sciences, headquartered in Ghent, Belgium, and Rancho Biosciences, the leading data science services company headquartered in San Diego, California, have announced a joint collaboration. This partnership aims to transform high quality data-driven research and drug development, providing scientists with unparalleled insights that drive discovery and innovation in the life sciences.

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A university graduate facing a corridor
Article
Biovia

To PhD or Not to PhD: A Growing Question in the Life Sciences

An increasing number of PhD students are concerned about their career prospects. Currently, only around 5-10% of PhD graduates remain in academia — the vast majority have to navigate an unfamiliar job market, where industry demand for their highly educated profiles appears to be in decline. Is a PhD still the best route to professional success? And what can students do to prepare themselves?

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Julie van der Zee
Article
BioVox

Before the Fall: Catching Cognitive Decline Early with Citizen Science

In Antwerp, a unique cohort of volunteers is helping to solve one of the world’s most urgent medical challenges: the early detection of cognitive decline. While the study is local, its implications are global — providing the long-term data needed to understand the hidden years of decline in Alzheimer’s disease and other forms of dementia, to enable early diagnosis and intervention.

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Jérôme Van Biervliet
Article
Biovia

Science for Health 2025: How to anchor innovation in Belgium?

Belgium puts a lot of resources into research and innovation, supporting the creation of spinouts and startups with brilliant potential health solutions. But as they grow, most of those companies eventually hit a point where local support isn’t enough—they have to look beyond Europe for their manufacturing, clinical trials, and funding needs. How can Belgium close this gap so companies can stay and thrive in Europe?

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