Abstract: This disclosure relates to systems, methods, and devices for patient privacy and healthcare productivity enhancement. In some embodiments, a method can include receiving a request to begin a remote medical session, initiating the remote medical session, receiving a plurality of feature vectors representative of one or more images, and generating one or more reconstructed images using the received feature vectors. In some embodiments, a patient can respond to one or more questions. In some embodiments, the patient's responses can be automatically evaluated.