Journal Club: Finding New Antibiotics with Machine Learning, What Coronavirus Structures Tell Us
The a16z Show26 Apr 2020

Journal Club: Finding New Antibiotics with Machine Learning, What Coronavirus Structures Tell Us

a16z Journal Club (part of the a16z Podcast), curates and covers recent advances from the scientific literature -- what papers we’re reading, and why they matter from our perspective at the intersection of biology & technology (for bio journal club). This inaugural episode covers 2 different topics, in discussion with Lauren Richardson:

0:26 #1 identifying new antibiotics through a novel machine-learning based approach -- a16z general partner Vijay Pande and bio deal partner Andy Tran discuss the business of pharma; the specific methods/ how it works; and other applications for deep learning in drug discovery and development based on this paper:

  • "A Deep Learning Approach to Antibiotic Discovery" in Cell (February 2020), by Jonathan Stokes, Kevin Yang, Kyle Swanson, Wengong Jin, Andres Cubillos-Ruiz, Nina Donghia, Craig MacNair, Shawn French, Lindsey Carfrae, Zohar Bloom-Ackermann, Victoria Tran, Anush Chiappino-Pepe, Ahmed Badran, Ian Andrews, Emma Chory, George Church, Eric Brown, Tommi Jaakkola, Regina Barzilay, James Collins

11:43 #2 characterizing the novel coronavirus causing the COVID-19 pandemic -- a16z bio deal partner Judy Savitskaya shares what we can learn from the protein structures; the relationship to the 2002-2004 SARS epidemic; and more based on these two research articles:

You can find these episodes at a16z.com/journalclub.

Stay Updated:

Find a16z on YouTube: YouTube

Find a16z on X

Find a16z on LinkedIn

Listen to the a16z Show on Spotify

Listen to the a16z Show on Apple Podcasts

Follow our host: https://twitter.com/eriktorenberg

Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.


Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

Episoder(1000)

a16z Podcast: From Hidden Figure to Sonic BOOM

a16z Podcast: From Hidden Figure to Sonic BOOM

An aerospace engineer who worked for NASA for over 40 years, Dr. Christine Darden is one of the mathematicians that the book and movie Hidden Figures was based on. Darden eventually would lead the son...

22 Mar 201738min

a16z Podcast: The Storage Renaissance

a16z Podcast: The Storage Renaissance

As we enter a new era of distributed computing -- and of big data, in the form of machine and deep learning -- storage becomes (even more) important. It might not be sexy, but storage is what makes th...

21 Mar 201722min

a16z Podcast: The Product Edge in Machine Learning Startups

a16z Podcast: The Product Edge in Machine Learning Startups

A lot of machine learning startups initially feel a bit of “impostor syndrome” around competing with big companies, because (the argument goes), those companies have all the data; surely we can’t beat...

17 Mar 201721min

a16z Podcast: Build Your Personal Brand

a16z Podcast: Build Your Personal Brand

Your brand, says head of a16z marketing and Outcast Agency co-founder Margit Wennmachers, is what people say about you when you're not in the room. And it's going to happen, whether you choose to have...

13 Mar 201731min

a16z Podcast: The Business of Healthcare

a16z Podcast: The Business of Healthcare

Starbucks supposedly spends more on healthcare than it does on coffee beans. And 20 years ago, says Rajeev Singh, CEO of Accolade, healthcare was 10% of GDP; today it’s 19% -- that's nearly one-fifths...

9 Mar 201717min

a16z Podcast: The Genetics Of Drug Delivery

a16z Podcast: The Genetics Of Drug Delivery

In this episode of the a16z Podcast introduced by Vijay Pande (based on a presentation at our summit event), Russ Altman, Stanford professor of bioengineering -- and former chairman of their Bioengine...

7 Mar 201714min

a16z Podcast: Technology, Mobility, and the American Dream

a16z Podcast: Technology, Mobility, and the American Dream

The irony of our systems working so well -- technological, corporate, and yes, even political -- is that we've become too comfortable: matching to others just like us, producing less, taking fewer ris...

1 Mar 201737min

a16z Podcast: The Future of... You

a16z Podcast: The Future of... You

Humans have always wanted to enhance themselves -- from getting nutrition just-right to optimizing their performance, whether in sports or health or work. And food is a big part of all that. But our c...

28 Feb 201719min

Populært innen Business og økonomi

stopp-verden
dine-penger-pengeradet
lydartikler-fra-aftenposten
e24-podden
rss-penger-polser-og-politikk
rss-borsmorgen-okonominyhetene
pengepodden-2
finansredaksjonen
pengesnakk
utbytte
livet-pa-veien-med-jan-erik-larssen
morgenkaffen-med-finansavisen
tid-er-penger-en-podcast-med-peter-warren
rss-sunn-okonomi
okonomiamatorene
lederpodden
liberal-halvtime
rss-markedspuls-2
rss-investering-gjort-enkelt
rss-impressions-2