Digital Pathology Podcast

20: Accelerating custom design of AI image analysis algorithms for drug development using transfer learning w/ Sylvain Berlemont, Keen Eye


Listen Later

Send us a text

As a computer scientist, he knew that to make a real impact with image analysis there were only two areas: military and life sciences. Sylvain Berlemont, the founder of Keen Eye chose life sciences and never looked back.

He started consulting for the industry during his biomedical image analysis research work in academia and he quickly saw that regardless of the applications, the questions asked and the problems to be solved were very similar. Patterns started to emerge and the next logical step was to form a service company and offer solutions to those problems.

The service company later turned into a product company and today Keen Eye is a software as a service (SaaS) company leveraging artificial intelligence to design customized deep learning image analysis and computational pathology solutions to support the drug development process.

KeenEye's SaaS allows the customers to access powerful computing resources and a user-friendly platform from their own PC. The platform hosts the algorithms and enables their deployment in an easy and scalable way.

As KeenEye does not believe in designing "off the shelf" products for the complex image analysis problems of life sciences, the design of the algorithms happens in a customized way and a very close collaboration of pathologists and computer scientists is a key component of the process.

Through such collaboration as well as the development of efficient processes and use of transfer learning, the time required to develop high-quality deep learning models was reduced from several months to a few weeks.

To learn more, visit Keen Eye's website.






Support the show

Become a Digital Pathology Trailblazer get the "Digital Pathology 101" FREE E-book and join us!

...more
View all episodesView all episodes
Download on the App Store

Digital Pathology PodcastBy Aleksandra Zuraw, DVM, PhD

  • 5
  • 5
  • 5
  • 5
  • 5

5

6 ratings


More shows like Digital Pathology Podcast

View all
This Week in Virology by Vincent Racaniello

This Week in Virology

2,049 Listeners

NEJM This Week by NEJM Group

NEJM This Week

317 Listeners

JAMA Clinical Reviews by JAMA Network

JAMA Clinical Reviews

476 Listeners

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

432 Listeners

The Daily by The New York Times

The Daily

111,466 Listeners

Up First from NPR by NPR

Up First from NPR

56,155 Listeners

JAMA Medical News by JAMA Network

JAMA Medical News

92 Listeners

The Long Run with Luke Timmerman by Timmerman Report

The Long Run with Luke Timmerman

117 Listeners

DataFramed by DataCamp

DataFramed

271 Listeners

The Readout Loud by STAT

The Readout Loud

318 Listeners

Becker’s Healthcare Podcast by Becker's Healthcare

Becker’s Healthcare Podcast

177 Listeners

Harrison's PodClass: Internal Medicine Cases and Board Prep by AccessMedicine

Harrison's PodClass: Internal Medicine Cases and Board Prep

320 Listeners

Raising Health by Andreessen Horowitz, a16z Bio + Health

Raising Health

141 Listeners

ModPath Chat by Modern Pathology

ModPath Chat

10 Listeners

NEJM AI Grand Rounds by NEJM Group

NEJM AI Grand Rounds

50 Listeners