NLP in Healthcare
Medical data is expected to double every 73 days by 2020! There is an exponential increase in the quantity of data from Electronic Health Records, Medical Claims, Scientific Journals and Consumer Wearable Devices. Natural Language Processing (NLP) can be used to automate processing of this data and extraction of insights to accelerate product innovation and monitor product safety.
Machine Learning Algorithms
Recent developments in Machine Learning are now enabling robust analytical tools for data mining. Here is a summary of commonly used algorithms that can be applied to Quality data.
Global MedTech Industry Overview
Global MedTech industry is large but highly diverse and fragmented. There are thousands of medical devices in the market. Top 10 industry leaders account for less than half of the $390 billion estimated revenues in 2018. Here is a quick overview of the industry, key players and device segments currently in the market.