An increasing array of tools is being developed using artificial intelligence (AI) and machine
learning (ML) for cancer imaging. The development of an optimal tool requires …

Well-founded data management systems are of vital importance for ocean observing
systems as they ensure that essential data are not only collected but also retained and made …

Open science will make science more efficient, reliable, and responsive to societal
challenges. The European Commission has sought to advance open science policy from its …

How and when these regulatory gaps are closed could have profound consequences for the
marine biotech industry. The reach of the Nagoya Protocol into digital sequence information …

The FAIR principles have been widely cited, endorsed and adopted by a broad range of
stakeholders since their publication in 2016. By intention, the 15 FAIR guiding principles do …

Big data for health care is one of the potential solutions to deal with the numerous
challenges of health care, such as rising cost, aging population, precision medicine …

Jupyter Notebooks have transformed the communication of data analysis pipelines by
facilitating a modular structure that brings together code, markdown text, and interactive …

Transparent evaluations of FAIRness are increasingly required by a wide range of
stakeholders, from scientists to publishers, funding agencies and policy makers. We propose …

Highlights•Biopharma R&D productivity can be improved by implementing the FAIR Data
Principles.•FAIR enables powerful new AI analytics to access data for machine learning and …

The EU's General Data Protection Regulation (GDPR). 1 has entered into force on 25 May
2018. 2 It replaces the EU's previous legal framework that dates back to 1995; while …