Patent ID: 11900601
Assignee: MERATIVE US L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. A non-transitory, computer-readable medium comprising instructions that, when executed by an electronic processor, perform a set of functions, the set of functions comprising:
for each of a plurality of algorithms configured to process medical images:
in response to startup of each of the plurality of algorithms:
creating a set of server processes associated with the algorithm;
creating a computing cluster for the algorithm, the computing cluster including one or more processing nodes of a computing system and is associated to the set of server processes created for the algorithm.
loading a plurality of models used by the algorithm into a memory of the set of server process to create in-memory models, wherein the plurality of models are based on the same or different deep learning frameworks;

processing each of a plurality of sets of one or more medical images with at least one of the plurality of algorithms using the set of server processes and the in-memory models;
outputting at least one result of the processing of each of the plurality of sets of one or more medical images;
executing the set of server processes created for each of the plurality of algorithms to process one or more additional sets of one or more medical images until explicitly terminated; and
maintaining the in-memory models in the memory of the sets of server processes until termination of the server process.