Using AI to produce high quality data in healthcare - Cornerstone AI’s Mike Elashoff скачать в хорошем качестве

Using AI to produce high quality data in healthcare - Cornerstone AI’s Mike Elashoff

This episode has initially been recorded for the audio version of the podcast https://anchor.fm/forward-by-dawn Our guest today is Mike Elashoff, the co-founder and CEO of Cornerstone AI. Cornerstone’s goal is to give everyone the data science superpower of clean data, without the manual work it takes to get there. They are focused on empowering the healthcare industry by using machine learning to convert raw data into analysis-ready data. The vast majority of healthcare data is either human-generated or human-entered and prone to errors. Incorrect data leads to mistaken insights and often adverse consequences. Cornerstone’s platform yields higher quality data than the manual approaches data science teams employ today, and it does so an order of magnitude faster, compressing months to days and days to hours or even seconds. Before founding Cornerstone with his co-founder Andrew Howland, Mike worked at several biotech companies, including CardioDx, where he developed the Corus CAD test, the first blood-based molecular diagnostic for coronary disease, and Medidata, which has the largest clinical trial database in the world. He previously founded a machine learning startup called Patient Profiles which was acquired by Medidata. Mike was also a reviewer and a team leader at the FDA’s Center for Drug Evaluation and Research. He received an undergraduate degree in Statistics from the University of California at Berkeley and a Ph.D. in Biostatistics from the Harvard University School of Public Health. In this episode, we talk about the challenges healthcare organizations face managing their data, what new requirements to data are introduced by AI, how Cornerstone applies machine learning technologies to address these challenges, and what best practices organizations can implement to improve data management. We also talk about their work on COVID-19, why off-the-shelve ML models do not work for them, how to put together a great founding team, and why self-reliance can be treacherous. Cornerstone AI website https://cornerstone.ai/ Mike’s LinkedIn   / michael-elashoff-4096681   Join us as a guest on Forward https://dawnglobalventures.com/forwar... Contact us at forward@dawnglobalventures.com