CPC G06N 3/08 (2013.01) [C12Q 1/686 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06V 10/82 (2022.01); G06N 3/02 (2013.01)] | 14 Claims |
1. A system comprising:
a PCR system;
a reaction array plate;
a convolutional neural network (CNN) configured to receive a sequence of images of the reaction array plate in the PCR system;
an output of the CNN coupled to a control for the reaction array plate; and
at least one recurrent neural network (RNN) coupled to receive feature indications from the CNN, and to transform the feature indications into failure mode predictions.
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