🔬 CZI Workshop at scverse 2025 🔬
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology
September 4, 2025 at 3:03 PM
🔬 CZI Workshop at scverse 2025 🔬
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology
An antidote against the current fantasies of #VirtualCells from Jeremy Gunawardena: www.nature.com/articles/nbt... It is indeed true that what a cell is becomes of little importance in the enterprise, though I would argue that this is out of ignorance. A cell is more than the product of GRNs
July 13, 2025 at 5:33 AM
An antidote against the current fantasies of #VirtualCells from Jeremy Gunawardena: www.nature.com/articles/nbt... It is indeed true that what a cell is becomes of little importance in the enterprise, though I would argue that this is out of ignorance. A cell is more than the product of GRNs
🧠 Arc Workshop at the upcoming scverse conference 2025 🧠
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
September 9, 2025 at 4:27 PM
🧠 Arc Workshop at the upcoming scverse conference 2025 🧠
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
In this longer YouTube interview, Emma Lundberg gives her views on #VirtualCells; #SpatialProteomics – its past, present and future; atlas building, explaining why cilia are so hard to map and more 🧪
www.youtube.com/watch?v=Ifc1...
#WomenInSTEM #AI #ArtificialIntelligence
www.youtube.com/watch?v=Ifc1...
#WomenInSTEM #AI #ArtificialIntelligence
Emma Lundberg: AI Virtual Cells could revolutionize biological science
YouTube video by SciLifeLab
www.youtube.com
January 21, 2025 at 11:48 AM
In this longer YouTube interview, Emma Lundberg gives her views on #VirtualCells; #SpatialProteomics – its past, present and future; atlas building, explaining why cilia are so hard to map and more 🧪
www.youtube.com/watch?v=Ifc1...
#WomenInSTEM #AI #ArtificialIntelligence
www.youtube.com/watch?v=Ifc1...
#WomenInSTEM #AI #ArtificialIntelligence
It was really fun to talk with eisensteinium.bsky.social for his piece in @nature.com about #VirtualCells and #VirtualTissues.
Thanks for including #PhysiCell and joint work with @fertiglab.bsky.social & others!
Please do give this terrific piece a read!
www.nature.com/articles/d41...
Thanks for including #PhysiCell and joint work with @fertiglab.bsky.social & others!
Please do give this terrific piece a read!
www.nature.com/articles/d41...
‘Virtual cells’ aim to turn raw data into predictive models of biology
Simulations of biological systems could transform biomedical research, but researchers are still learning how to reproduce life’s complexity without drowning in data.
www.nature.com
June 3, 2026 at 1:36 PM
It was really fun to talk with eisensteinium.bsky.social for his piece in @nature.com about #VirtualCells and #VirtualTissues.
Thanks for including #PhysiCell and joint work with @fertiglab.bsky.social & others!
Please do give this terrific piece a read!
www.nature.com/articles/d41...
Thanks for including #PhysiCell and joint work with @fertiglab.bsky.social & others!
Please do give this terrific piece a read!
www.nature.com/articles/d41...
🧠 Arc Workshop at the upcoming scverse conference 2025 🧠
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
October 8, 2025 at 2:55 PM
🧠 Arc Workshop at the upcoming scverse conference 2025 🧠
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
Processing and Modeling Large-Scale Single-Cell Perturbation Data with Machine Learning
🧵
@arcinstitute.org
#scverse2025 #PerturbSeq #MachineLearning #SingleCell #CRISPR #GenomicScreening #VirtualCells
Virtual cells
udara.io/science/virt...
news.ycombinator.com/item?id=4429...
#SyntheticBiology #VirtualCells #DigitalTwins
udara.io/science/virt...
news.ycombinator.com/item?id=4429...
#SyntheticBiology #VirtualCells #DigitalTwins
Virtual cells | Hacker News
news.ycombinator.com
June 20, 2025 at 5:51 PM
It's an exciting time at CZI as we work to leverage AI to deepen the scientific community's understanding of human biology. We are hiring for two new leadership positions that will shape and drive our efforts to build virtual cell models...
#AI #virtualcells #scientificdata
#AI #virtualcells #scientificdata
April 9, 2025 at 4:02 PM
It's an exciting time at CZI as we work to leverage AI to deepen the scientific community's understanding of human biology. We are hiring for two new leadership positions that will shape and drive our efforts to build virtual cell models...
#AI #virtualcells #scientificdata
#AI #virtualcells #scientificdata
Turns out the way we usually pre-train foundational cell models adds very little information to the system - definitely not enough to make drug effect predictions work. Not what I've expected.
#virtualcells #foundationalmodels #compbio
blog.turbine.ai/p/pretrainin...
#virtualcells #foundationalmodels #compbio
blog.turbine.ai/p/pretrainin...
Pretraining virtual cells is useless
the way we do it now
blog.turbine.ai
April 16, 2025 at 5:03 PM
Turns out the way we usually pre-train foundational cell models adds very little information to the system - definitely not enough to make drug effect predictions work. Not what I've expected.
#virtualcells #foundationalmodels #compbio
blog.turbine.ai/p/pretrainin...
#virtualcells #foundationalmodels #compbio
blog.turbine.ai/p/pretrainin...
We are proud to announce our latest innovation: Virtual Sells!
We will sell our last shred of integrity and pride for virtually anything in order to hop on the next AI/Multimodal jargon bandwagon.
#virtualcells #ai #ml #biotech #techbio
We will sell our last shred of integrity and pride for virtually anything in order to hop on the next AI/Multimodal jargon bandwagon.
#virtualcells #ai #ml #biotech #techbio
July 13, 2025 at 7:53 AM
We are proud to announce our latest innovation: Virtual Sells!
We will sell our last shred of integrity and pride for virtually anything in order to hop on the next AI/Multimodal jargon bandwagon.
#virtualcells #ai #ml #biotech #techbio
We will sell our last shred of integrity and pride for virtually anything in order to hop on the next AI/Multimodal jargon bandwagon.
#virtualcells #ai #ml #biotech #techbio
IC and SV Professor Charlotte Bunne has appeared on the popular Ground Truths podcast, hosted by pioneering biomedical researcher Eric Topol, to talk about the recently published paper “How to build the virtual cell with artificial intelligence: Priorities and opportunities.”
#AI #VirtualCells
#AI #VirtualCells
May 1, 2025 at 3:04 PM
IC and SV Professor Charlotte Bunne has appeared on the popular Ground Truths podcast, hosted by pioneering biomedical researcher Eric Topol, to talk about the recently published paper “How to build the virtual cell with artificial intelligence: Priorities and opportunities.”
#AI #VirtualCells
#AI #VirtualCells
Overview: HN discussed 'virtual cells' as controlled environments for biochemistry. Explored challenges & opportunities in simulating cell processes, the need for multidisciplinary skills, and balancing predictive models with fundamental understanding.
#VirtualCells 1/6
#VirtualCells 1/6
June 21, 2025 at 3:00 PM
Overview: HN discussed 'virtual cells' as controlled environments for biochemistry. Explored challenges & opportunities in simulating cell processes, the need for multidisciplinary skills, and balancing predictive models with fundamental understanding.
#VirtualCells 1/6
#VirtualCells 1/6
Virtual cells have paved the way for groundbreaking advancements, but the potential applications of AI stretch far beyond current capabilities. #VirtualCells
Beyond Virtual Cells: How AI is Shaping the Future of Genomics
To say that artificial intelligence is reshaping the field of genomics and pushing research to unprecedented levels of innovation and understanding would be putting it mildly. At the forefront of these developments are AI models designed to analyze vast amounts of genetic data, paving the way for breakthroughs in disease prevention, treatment, and personalized medicine. Beyond the analysis of genetic sequences, researchers are now exploring "virtual cells," an emerging concept that could redefine our understanding of cellular behavior and complex biological systems. The foundation for virtual cells dates back to early computational biology and systems biology efforts, where researchers sought to use mathematical models and algorithms to simulate biological processes.
medpulseai.com
November 19, 2024 at 12:46 PM
Virtual cells have paved the way for groundbreaking advancements, but the potential applications of AI stretch far beyond current capabilities. #VirtualCells
🧬 Are virtual cells coming.
CZI is investing hundreds of millions to build them. DeepMind is in, too.
Simulated biology could revolutionize research. 🚀
www.nature.com/articles/d41...
#SciComm #VirtualCells #OpenScience #AIinBiology
CZI is investing hundreds of millions to build them. DeepMind is in, too.
Simulated biology could revolutionize research. 🚀
www.nature.com/articles/d41...
#SciComm #VirtualCells #OpenScience #AIinBiology
Can AI build a virtual cell? Scientists race to model life’s smallest unit
Several groups hope to develop artificial-intelligence models that can predict how cells behave.
www.nature.com
June 27, 2025 at 4:15 PM
🧬 Are virtual cells coming.
CZI is investing hundreds of millions to build them. DeepMind is in, too.
Simulated biology could revolutionize research. 🚀
www.nature.com/articles/d41...
#SciComm #VirtualCells #OpenScience #AIinBiology
CZI is investing hundreds of millions to build them. DeepMind is in, too.
Simulated biology could revolutionize research. 🚀
www.nature.com/articles/d41...
#SciComm #VirtualCells #OpenScience #AIinBiology
We did some tests to see what's possible with #virtualcells today with all the headlines. Turns out what's available for #training is what really matters, not the assay. Like #AGI to #AI, what we have today is narrow #virtual #cells. But there is a path to generality.
blog.turbine.ai/p/what-can-v...
blog.turbine.ai/p/what-can-v...
What can Virtual Cells do for you today?
and what they can't - because the bottleneck is not computing power
blog.turbine.ai
November 11, 2025 at 8:12 PM
We did some tests to see what's possible with #virtualcells today with all the headlines. Turns out what's available for #training is what really matters, not the assay. Like #AGI to #AI, what we have today is narrow #virtual #cells. But there is a path to generality.
blog.turbine.ai/p/what-can-v...
blog.turbine.ai/p/what-can-v...
🔬 CZI Workshop at scverse 2025 🔬
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology
October 1, 2025 at 2:51 PM
🔬 CZI Workshop at scverse 2025 🔬
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology
Multimodal And Spatial Single Cell Data: From Data APIs to AI-driven Biological Discovery
🧵
@chanzuckerberg.bsky.social
#scverse2025 #SingleCell #SpatialOmics #CELLxGENE #VirtualCells #AIBiology