Highlights•Important phases to execute in BioTech Big Data projects to prepare data for
AI/ML work.•Brief description and advice on the two main types of data structures to use in …

Developments in biotechnology are increasingly dependent on the extensive use of big
data, generated by modern high‐throughput instrumentation technologies, and stored in …

Bioinformatics made significant progress in generating, analyzing, and interpreting vast
amounts of biological data in the past decades. Challenged by the vast amount of data …

Unlocking Big Data for better health | Nature Biotechnology Skip to main content Thank you for
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Highlights•Big Data are radically transforming Personalized Medicine.•Multi-omics, images,
device data, and electronic health records represent the main big data types in biomedical …

The amount of available data is continuously growing. This phenomenon promotes a new
concept, named big data. The highlight technologies related to big data are cloud computing …

Many aspects of modern life have become personalized, yet healthcare practices have been
lagging behind in this trend. It is now becoming more common to use big data analysis to …

There is a vast development of artificial intelligence (AI) in recent years. Computational
technology, digitized data collection and enormous advancement in this field have allowed …

The evolution of AI has reached a point at which first commoditized analytical tools can be
integrated into real-world workflows for assisting human practitioners in the health and life …

Highlights•To understand the AI technologies that are used in pharmaceutical research and
development (R&D), we analyzed 271 AI-related publications from the top 20 …