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Xiong et al., 2024 - Google Patents

G-Transformer: Counterfactual Outcome Prediction under Dynamic and Time-varying Treatment Regimes

Xiong et al., 2024

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Document ID
17965857147502434812
Author
Xiong H
Wu F
Deng L
Su M
Lehman L
Publication year
Publication venue
arXiv preprint arXiv:2406.05504

External Links

Snippet

In the context of medical decision making, counterfactual prediction enables clinicians to predict treatment outcomes of interest under alternative courses of therapeutic actions given observed patient history. Prior machine learning approaches for counterfactual predictions …
Continue reading at arxiv.org (PDF) (other versions)

Classifications

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    • G06F19/34—Computer-assisted medical diagnosis or treatment, e.g. computerised prescription or delivery of medication or diets, computerised local control of medical devices, medical expert systems or telemedicine
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    • G06Q10/04—Forecasting or optimisation, e.g. linear programming, "travelling salesman problem" or "cutting stock problem"

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