Abstract: Provided herein are systems and methods for automated generation of individual recommendations for medical treatment. The system and methods may ingest information from a variety of sources (e.g., clinical trials, tumor boards, case studies, etc.) and, based on this information, and a case summary provided by the physician, generate a ranked list of potential treatment options that are matched to the particular situation of a patient.

Abstract: Provided are systems and methods for dynamically transforming an unstructured document to a structured document prior to, during, or subsequent to transfer of information via the unstructured document. The transformation may be based on processing a variety of factors, such as the content of the unstructured document, request from a first party transferring the document, identity or characteristics of the first party, request from a second party requesting the document, and identity or characteristics of the second party.

Abstract: In a steam power plant, a system is provided for early detection of a rupture or extensive leak from the feedwater tubing in the feedwater heaters. The system senses the temperature and pressure in the steam space of each feedwater heater. A pressure rise followed by a temperature drop in the steam space of a feedwater heater is recognized as being caused by a rupture or extensive leak in the feedwater heater and in response to such occurrance, an alarm is activated and a power assisted check valve is closed in the extraction line feeding extraction steam from the turbine to the feedwater heater.