Abstract: Provided is a system for generation of artificial intelligence (AI) based automated healthcare applications that includes an AI medical device platform that comprises at least one processor in communication with a data repository system, the at least one processor configured to receive formatted data associated with a plurality of medical procedures for generation of one or more machine 2024/242985 learning models, receive data associated with one or more regulatory guidance and approval processes, generate one or more machine learning models configured to predict one or more aspects associated with a medical procedure based on the data associated with the plurality of medical procedures and the data associated with the regulatory guidance and approval process, and deploy the one or more machine learning models to a production environment based on generating the one or more machine learning models. Methods and computer program products are also disclosed.

Abstract: The present invention relates to the technical field of automatically determining the content of images. In particular, the present invention relates to a process for assigning images to predefined categories depending on their content. Subject matter of the present invention is a computer-implemented method of automatically determining to which part of an object the content depicted in one or more images belongs to, a computer system configured to execute the computer-implemented method, and a non-transitory computer-readable storage medium comprising processor-executable instructions with which to perform the computer-implemented method.