Category Archives: Life Sciences

Knowledgent Launches Intelligent Trial Planning on AWS Marketplace for Machine Learning

Knowledgent, the data intelligence company, announced today that it has launched its Intelligent Trial Planning (ITP) platform on the new AWS Marketplace for Machine Learning. Continue reading Knowledgent Launches Intelligent Trial Planning on AWS Marketplace for Machine Learning

Knowledgent Chief Data Scientist Discusses Intelligent Trial Planning Application on AWS

Ari Yacobi, Chief Data Scientist at Knowledgent, was recently interviewed on the topic of our Intelligent Trial Planning platform built on AWS services. He discusses the data implications, data science models, and AWS components of the platform, among other topics.

Read the full interview below:

Continue reading Knowledgent Chief Data Scientist Discusses Intelligent Trial Planning Application on AWS

Micro-Populations and Meta-Features

What gets me up in the morning is wanting to cure cancer and positively impact lives through the use of data and analytics. Our capabilities to try and test formulations exceed our ability to effectively analyze the results. Our use of real world evidence across populations in the 100s of millions allow us to potentially detect conditions that we have cured but not yet proven the cure.

For me this is essentially a classification problem. Part of the classification problem involves micro-populations. Another part of the classification problem involves meta-features.

Micro-populations are small cohorts differentiated by a bio-marker or a drug outcome. One micro-population taking a given drug might have very positive outcomes. Continue reading Micro-Populations and Meta-Features