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We then applied the trained MixEHR and LR to predict the BD labels of patients in the validation fold based on their MixEHR 20-topic mixture

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Microglial activation occurred at 12 months, astrocyte activation at 18 months, and neuronal loss and synaptic loss in the CA3 region of the hippocampus were evident by 18 and 8 months, respectively