Abstract: The described technology may include processes to model a modality status in patients and/or patient populations. In one embodiment, a method may include a modality analysis. The method may include, via a processor of a computing device: determining a modality analysis model configured to determine a modality status of a patient, the modality status configured to indicate a probability of a transition from a first modality to a second modality, and generating the modality status via the modality analysis model using patient information associated with the patient. Other embodiments are described.