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2409.05484
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CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement
9 September 2024
Seungheun Baek
Soyon Park
Y. T. Chok
Junhyun Lee
Jueon Park
Mogan Gim
Jaewoo Kang
CML
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Papers citing
"CRADLE-VAE: Enhancing Single-Cell Gene Perturbation Modeling with Counterfactual Reasoning-based Artifact Disentanglement"
2 / 2 papers shown
Title
GPO-VAE: Modeling Explainable Gene Perturbation Responses utilizing GRN-Aligned Parameter Optimization
Seungheun Baek
Soyon Park
Y. T. Chok
Mogan Gim
Jaewoo Kang
DRL
47
0
0
31 Jan 2025
Predicting Cellular Responses with Variational Causal Inference and Refined Relational Information
Yulun Wu
Robert A. Barton
Zichen Wang
V. Ioannidis
Carlo De Donno
Layne Price
L. Voloch
George Karypis
BDL
CML
39
10
0
30 Sep 2022
1