Ensembled querying of example images via deep learning embeddings

A computer-implemented method, comprising:

• accessing, by a device operatively coupled to a processor, a medical image associated with a medical patient;
• and
• generating, by the device, an ensembled heat map indicating where in the medical image an anatomical structure is likely to be located, by executing an embedder neural network on the medical image and on a plurality of example medical images associated with other medical patients, wherein respective instantiations of the anatomical structure are flagged in the plurality of example medical images by user-provided clicks.

A computer program product for facilitating ensembled querying of example images via deep learning embeddings, the computer program product comprising a non-transitory computer-readable memory having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:

• access an image;
• and
• localize an object of interest depicted in the image, by executing an embedder neural network on the image and on a plurality of example images, wherein respective instantiations of the object of interest are flagged in the plurality of example images by user-provided clicks.