Michael Debouver
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View article: FedECA: federated external control arms for causal inference with time-to-event data in distributed settings
FedECA: federated external control arms for causal inference with time-to-event data in distributed settings Open
External control arms can inform early clinical development of experimental drugs and provide efficacy evidence for regulatory approval. However, accessing sufficient real-world or historical clinical trials data is challenging. Indeed, re…
View article: FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings
FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings Open
External control arms (ECA) can inform the early clinical development of experimental drugs and provide efficacy evidence for regulatory approval. However, the main challenge in implementing ECA lies in accessing real-world or historical c…
View article: FedECA: Federated External Control Arms for Causal Inference with Time-To-Event Data in Distributed Settings
FedECA: Federated External Control Arms for Causal Inference with Time-To-Event Data in Distributed Settings Open
External control arms can inform early clinical development of experimental drugs and provide efficacy evidence for regulatory approval. However, accessing sufficient real-world or historical clinical trials data is challenging. Indeed, re…