Abstract: A method includes obtaining, by a processing device, video data of a patient, comprising image data and audio data. The method further includes providing, by the processing device, the video data to a first trained machine learning model. The method further include obtaining output from the first trained machine learning model based on the video data, wherein the output includes a first indication that the patient exhibits symptoms of one or more target movement disorders in association with the video data. The method further includes providing an alert to a user indicative of the one or more target movement disorders.