Personalized content-based patient retrieval system

This disclosure provides methods and a personalized system for retrieving similar image-based subject data. A method for adaptive learning of imaging data comprises accessing a subject database comprising subject imaging data. Next, a search of the subject database is conducted using one or more search parameters, which can include one or more image data associated with a subject undergoing treatment. The search can include comparing using an image comparison algorithm the one or more search parameters to the subject imaging data. Next, at least one match of the search can be provided on a user interface. The match can include one or more imaging data each associated with a known or identifiable condition. The image comparison algorithm can then be updated based on an indication as to whether the one or more matches accurately relate to the one or more image data associated with the subject. 本公开内容提供了用于检索基于相似图像的受试者数据的方法和个性化系统。种用于成像数据的自适应学习的方法包括访问受试者数据库，该数据库包括受试者成像数据。接着，使用个或多个搜索参数实施对所述受试者数据库的搜索，所述搜索参数可以包括与经受治疗的