CHRONIC OBSTRUCTIVE PULMONARY DISEASE MONITORING DEVICE

An example device includes memory configured to store an N-dimensional model, where N is equal to a count of a plurality of physiological parameters and processing circuitry communicatively coupled to the memory. The processing circuitry is configured to determine a plurality of signals indicative of physical quantities of the patient and to process the plurality of signals indicative of physical quantities of the patient to determine a plurality of physiological parameters of the patient. The processing circuitry is configured to process the plurality of physiological parameters of the patient to the N-dimensional model to determine a chronic obstructive pulmonary disease (COPD)-exacerbation risk score and determine whether the COPD-exacerbation risk score satisfies a threshold. The processing circuitry is configured to, generate an indication for output that is based at least in part on the COPD-exacerbation risk score satisfying the threshold.