Tag Archives: big data

How AI can enhance science’s most powerful tools

Artificial intelligence is a rapidly growing field of science and technology, yet the potential it holds for enhancing some of the world’s most powerful experimental tools such as neutron and x-ray probes is yet to be fully explored. Applying machine learning methods to processes within these international experimental facilities could help to overcome some of the biggest challenges faced by scientists today. This includes automating some of the handling, processing, and linking together of large datasets. At Institut Laue-Langevin, exploratory projects are already underway to ensure scattering science also reaps the benefits of artificial intelligence research. Read more [...]

Predictions for the lab of the future

There are so many innovations waiting to serve scientists that it is quite incredible they have not been adopted sooner. In this insightful opinion piece, Simon Bungers, co-founder of labfolder, an electronic laboratory notebook for researchers, outlines his vision on how scientists' lives will be transformed by wider adoption of solutions supported by artificial intelligence and the emergence of the likes of blockchain-based solutions to gain greater data reproducibility. Read more [...]

Tackling Europe’s biggest healthcare challenges

The Wild Card initiative, launched this month by EIT Health, seeks to engage the biggest and brightest minds in implementing ground-breaking and high-risk ideas in healthcare. The two areas of focus for 2018 are: application of artificial intelligence and big data to diagnostics and finding non-pharmaceutical solutions to antibiotic resistance. In this inspired opinion piece, Jan-Philipp Beck, COO at EIT Health, who is based in Munich, Germany, tells us about the main challenges ahead to find solutions to these issues. Read more [...]

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More and better data for greater health

Data is the currency of today’s digital economy. Collected, analysed and moved across the globe, personal data has acquired enormous economic significance, with the value of European citizens’ personal data on track to reach €1 trillion per year by 2020. If we want to better understand, manage, and prevent chronic diseases, then more and better data is vital. In particular, policy makers need data to inform their healthcare decisions and initiatives. Read more [...]

A new kind of science: research in the age of big data

What is unique about research in the era of Science 2.0? For one, it opens up important new methods of discovery. But the potential gains offered by technology can only be fully realised if research becomes open. This requires scientists to share more than ever before. And this calls for a system where all contributions, down to the most minute, are given proper credit. Welcome to the era of the fourth paradigm of research! Read more [...]

The day when science is truly open

One day, we can imagine that science will truly be open. Before we reach that stage, however, a number of issues have to be tackled. Particularly, when it comes to transparency, more suitable evaluation giving adequate credit for researchers involved in contributing to all aspects of the scientific process, most of which were unaccounted for until now, and optimum use of the availability of very large sets of data. Ultimately, life as a scientist in the era of web 2.0 is bound to change beyond recognition. Read more [...]