Aaron Daugherty

[Aaron Daugherty @AaronCDaugherty]

I've been diving into some of the more advanced #singlecell #AI approaches recently, and it's super exciting to see two rapidly evolving fields (#LLMs and single cell seq) intersecting, e.g. scBERT and scGPT (links below).
But giv…https://t.co/MWX6LuTOg5 https://t.co/z3C3ufEHl1

[Aaron Daugherty @AaronCDaugherty]

I fully second this recent post from Benchling
Generating more #data and developing more sophisticated #AI models will not ensure your #biotech is a success. They may not be flashy buzzwords, but establishing your #dataengineering framework and #datascien…https://t.co/OUNpLXPUna

[Aaron Daugherty @AaronCDaugherty]

This is well balanced and realistic summary of lot of what AI is doing on drug discovery right now and what it could do in the future. Recommended reading! https://t.co/MSUKfnip9o

[Aaron Daugherty @AaronCDaugherty]

As an engineer in #AI in #drugdiscovery, you'll never be wrong to complain about the lack of quality data (too noisy! too little!, too unconnected!), but as a field, we must be building AI that can leverage the data we have today.…https://t.co/p6bR5fd1NI https://t.co/sVDTFAGL3D

[Aaron Daugherty @AaronCDaugherty]

Familiarity with #AI and especially #multimodal #biomedical #data is quickly becoming necessary for modern disease research, including, but not limited to #drugdiscovery

This is a terrific overview of those daunting topics and the…https://t.co/ykOmKHkpt8 https://t.co/385NT3Kg5V

[Aaron Daugherty @AaronCDaugherty]

I always appreciate the seasoned #pharma perspective Mark brings when talking about how #AI can improve modern #drugdiscovery https://t.co/sQGBkyNPf0

[Aaron Daugherty @AaronCDaugherty]

"an important aspect of this is the #AI systems being able to explain their predictions to humans"
I couldn't agree more! At least in the AI for Bio portion of AI in #drugdiscovery, interpretable AI is a must! https://t.co/yqR0J2GnIJ

[Aaron Daugherty @AaronCDaugherty]

While #ai can make #drugdiscovery faster and more efficient, to have the biggest impact, and therefore help patients the most, we need to be willing to rethink our processes and approaches.
I'm happy to be able to share this and other thoughts in the late…https://t.co/m4irU64mh1

[Aaron Daugherty @AaronCDaugherty]

Right on time to support my blog post from last week (link below) is news that Genentech is joining the OpenTarget consortium. Great to see!

https://t.co/eSs950OAZa https://t.co/Zy1tvvATiS

[Aaron Daugherty @AaronCDaugherty]

In #drugdiscovery we hear a lot about how #AI can, with bigger and better #data, find new drugs. I argue that patients will be better served if we, and our AI, instead focused on what we can do with the data we have today https://t.co/vrNpgWriz7

[Aaron Daugherty @AaronCDaugherty]

A great team, working on a very important topic in #healthcare https://t.co/1iJq58LjP4

[Aaron Daugherty @AaronCDaugherty]

I'm looking forward to speaking at and attending the AI in Pharma: Discovery conference - they've put together a great lineup of talks!

https://t.co/9qb7zwevCH
#ai #pharma #drugdiscovery https://t.co/OoJmEpvceg

[Aaron Daugherty @AaronCDaugherty]

A good article underscoring the role #ai can play as a tool (not the only answer) in #drugdiscovery and #drugdevelopment https://t.co/RO8RqkYNmB

[Aaron Daugherty @AaronCDaugherty]

I'm looking forward to the first in-person presentation in quite some time! https://t.co/j5vn24Ofs9

[Aaron Daugherty @AaronCDaugherty]

I've been pleased to see the conversation about #ai in #drugdiscovery mature recently, and I appreciate @andrew_radin's spot-on take https://t.co/MmkLlrVIGE

[Aaron Daugherty @AaronCDaugherty]

A nice write-up from BioSpace about the work we're doing at Aria Pharmaceuticals! https://t.co/FABIjGue5T

[Aaron Daugherty @AaronCDaugherty]

I'm excited to get back to in-person talks at the #PDDPSummit in SF! https://t.co/KgZKChl9VI

[Aaron Daugherty @AaronCDaugherty]

My team at Aria Pharmaceuticals has a highly varied and unique lead #bioinformatician role to help us continue to improve our one-of-a-kind #AI #drugdiscovery platform

I'd love to connect with anyone who wants to learn more! https://t.co/6eXwdB1pnl

[Aaron Daugherty @AaronCDaugherty]

A great post from @andrew_radin explaining the new Aria Pharmaceuticals brand and the company-wide development that the new name represents! https://t.co/mNPyguFpp0

[Aaron Daugherty @AaronCDaugherty]

https://t.co/682XJlN8SC