Medical data summary interface system

A computer-implemented method, comprising:

• generating, by a device comprising at least one processor, a summary, wherein the summary summarizes two or more items of medical information pertaining to a patient, wherein the summary is generated by a large language model operating on the two or more items of medical information pertaining to the patient;
• identifying, by the device, an image associated with the patient and pertains to content of the summary, wherein the image is included in the two or more items of medical information pertaining to the patient;
• generating, by the device, a diagnosis of a medical condition of the patient, wherein the diagnosis is generated based in part on similarity between information presented in the summary and at least one diagnosis present in a digital library comprising medical diagnosis information, wherein the similarity is assessed based on a first vectored content generated from the information presented in the summary and a second vectored content generated from the at least one diagnosis in the digital library comprising medical diagnosis information;
• and
• presenting, by the device, the summary in conjunction with at least one of the diagnosis or the image.

A computer program product stored on a non-transitory computer-readable medium and comprising machine-executable instructions, wherein, in response to being executed, the machine-executable instructions cause a system to perform operations, comprising:

• receiving selection of a hyperlink, wherein the hyperlink is included in a summary of original patient information pertaining to a patient, wherein the summary is generated by a computer-implemented model configured to summarize content in the original patient information pertaining to the patient, and the hyperlink is a digital reference to original information in original patient information pertaining to the patient from which the hyperlinked statement was generated;
• identifying the original information in the original patient information digitally referenced by the hyperlink;
• and
• presenting the original information in conjunction with the summary.