Data in Biotech

Unlocking the Power of AI in Microscopy with Ilya Goldberg and Reese Findley


Listen Later

In this episode of Data in Biotech, Ross Katz explores the transformative role of AI in microscopic imaging and life sciences with Ilya Goldberg, Chief Science Officer, and Reese Findley, an AI Data Scientist at ViQi. 

They discuss the cutting-edge applications of AI in automating high-content screening (HCS), enabling more efficient drug discovery, and unraveling complex biological processes. From streamlining time-course analysis to detecting off-target effects in drug compounds, ViQi’s tools are revolutionizing how scientists approach image-based data.

Key Highlights:

  • How AI-powered "eyes" analyze thousands of microscopy images to identify phenotypic changes.
  • The benefits of using brightfield imaging and live-cell dyes to capture time-course data efficiently.
  • Real-world applications of AutoHCS for high-content screening, including drug efficacy studies, stem cell differentiation tracking, and phenotypic clustering for toxicity detection.
  • Insights into how automation empowers researchers by reducing repetitive tasks and enhancing focus on innovation.
  • The broader implications of AI in medicine, from radiology to pathology, and how it's redefining workflows for specialists.

Data in Biotech is a fortnightly podcast exploring how companies leverage data innovation in the life sciences.

Learn more about who was featured on the podcast:

  • CorrDyn, an enterprise data specialist that enables excellent companies to make smarter strategic decisions, at www.corrdyn.com 
  • ViQi – helping virologists accelerate, automate and simplify infectivity assays:  www.viqiai.com 

Connect with Reese and Ilya on LinkedIn

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

Data in BiotechBy CorrDyn

  • 5
  • 5
  • 5
  • 5
  • 5

5

10 ratings


More shows like Data in Biotech

View all
TED Radio Hour by NPR

TED Radio Hour

22,032 Listeners

Freakonomics Radio by Freakonomics Radio + Stitcher

Freakonomics Radio

32,126 Listeners

Planet Money by NPR

Planet Money

30,653 Listeners

Hidden Brain by Hidden Brain, Shankar Vedantam

Hidden Brain

43,686 Listeners

Marketplace by Marketplace

Marketplace

8,758 Listeners

a16z Podcast by Andreessen Horowitz

a16z Podcast

1,093 Listeners

Stay Tuned with Preet by Preet Bharara

Stay Tuned with Preet

32,359 Listeners

The Readout Loud by STAT

The Readout Loud

325 Listeners

BioCentury This Week by BioCentury

BioCentury This Week

34 Listeners

People I (Mostly) Admire by Freakonomics Radio + Stitcher

People I (Mostly) Admire

2,097 Listeners

Hard Fork by The New York Times

Hard Fork

5,470 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

16,085 Listeners

Biotech Hangout by Daphne Zohar, Josh Schimmer, Brad Loncar, Tim Opler & more

Biotech Hangout

19 Listeners

NEJM AI Grand Rounds by NEJM Group

NEJM AI Grand Rounds

58 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

586 Listeners