CPC G16H 10/60 (2018.01) [G06N 3/0442 (2023.01)] | 17 Claims |
1. A system comprising:
a server comprising one or more processors; and
a non-transitory memory, in communication with the server, storing instructions that when executed by the one or more processors, cause the one or more processors to implement a method comprising:
receiving one or more first patient embeddings as input for a first autoregressive recurrent neural network including a first internal state;
generating, by the first autoregressive recurrent neural network, a first output, wherein the first output includes a probability of triggering a first actionable alert associated with patient vitals data;
receiving one or more second patient embeddings, the first internal state, and first output, as input for a second autoregressive recurrent neural network including a second internal state, wherein the second autoregressive recurrent neural network is configured to receive the second internal state and a third future internal state as input;
generating, by the second autoregressive recurrent neural network, a second output, wherein the second output includes a probability of triggering a second actionable alert associated with the patient vitals data; and
identifying one or more dependencies associated with the first internal state and the second internal state.
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