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2409.11654
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How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities
18 September 2024
Charlotte Bunne
Yusuf Roohani
Yanay Rosen
Ankit Gupta
Xikun Zhang
Marcel Roed
Theo Alexandrov
Mohammed AlQuraishi
Patricia Brennan
Daniel B. Burkhardt
Andrea Califano
J. Cool
A. Dernburg
Kirsty Ewing
Emily B. Fox
Matthias Haury
Amy E. Herr
Eric Horvitz
Patrick D. Hsu
Viren Jain
Gregory R. Johnson
Thomas Kalil
David R. Kelley
S. Kelley
Anna Kreshuk
Tim Mitchison
Stephani Otte
J. Shendure
N. Sofroniew
Fabian J. Theis
Christina V. Theodoris
S. Upadhyayula
M. Valer
Bo Wang
Eric Xing
Serena Yeung-Levy
Marinka Zitnik
Theofanis Karaletsos
Aviv Regev
Emma Lundberg
J. Leskovec
Stephen R. Quake
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Papers citing
"How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities"
6 / 6 papers shown
Title
TEDDY: A Family Of Foundation Models For Understanding Single Cell Biology
Alexis Chevalier
Soumya Ghosh
Urvi Awasthi
James Watkins
Julia Bieniewska
...
Christoph Meier
Leonid Zhukov
Iya Khalil
Srayanta Mukherjee
Judith Mueller
MedIm
57
0
0
05 Mar 2025
Strategic priorities for transformative progress in advancing biology with proteomics and artificial intelligence
Yingying Sun
J. Aguilar
Z. Liu
R. Sun
Liujia Qian
...
L. Zhang
Peter A. Bell
Matthias Mann
Bing Zhang
Tiannan Guo
55
0
0
21 Feb 2025
AI-powered virtual tissues from spatial proteomics for clinical diagnostics and biomedical discovery
Johann Wenckstern
Eeshaan Jain
Kiril Vasilev
Matteo Pariset
Andreas Wicki
Gabriele Gut
Charlotte Bunne
32
1
0
10 Jan 2025
Efficient Fine-Tuning of Single-Cell Foundation Models Enables Zero-Shot Molecular Perturbation Prediction
Sepideh Maleki
Jan-Christian Huetter
Kangway V Chuang
Gabriele Scalia
Tommaso Biancalani
Tommaso Biancalani
AI4CE
85
2
0
18 Dec 2024
MAMMAL -- Molecular Aligned Multi-Modal Architecture and Language
Yoel Shoshan
Moshiko Raboh
Michal Ozery-Flato
Vadim Ratner
Alex Golts
...
Sharon Kurant
Joseph A. Morrone
Parthasarathy Suryanarayanan
Michal Rosen-Zvi
Efrat Hexter
26
1
0
28 Oct 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,635
0
05 Dec 2016
1