Systems and methods for optimizing parameters of a respiratory therapy system
WO2025245496A1PCT designated stage Publication Date: 2025-11-27RESMED PTY LTD +2
18 Cites -1 Cited by
Patent Information
- Application Number
- PCT/US2025/030856
- Authority / Receiving Office
- WO · WO
- Patent Type
- Applications
- Current Assignee / Owner
- Priority Date
- 2024-10-29
- Filing Date
- 2025-05-23
- Publication Date
- 2025-11-27
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Figure US2025030856_27112025_PF_FP_ABST
Abstract
A method of optimizing parameters of a respiratory therapy system includes receiving data associated with a user of the respiratory therapy system, determining an initial value of each of the parameters based at least in part on the received data, receiving usage data associated with use of the respiratory therapy system when each of the parameters has its initial value, and generating a recommended value of each of the parameters for later use of the respiratory therapy system based at least in part on the received data and the received usage data. In some examples, multi-stage models using doubly robust learner techniques or double machine learning techniques are used to generate the initial and final parameter values by estimating the probability that the user would satisfy a compliance metric using different combinations of parameter values.
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Citation Information
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