Koninklijke Philips Corporation N.v.

Shreya Anand

Oladimeji Feyisetan Farri

Sheikh Sadid Al Hasan

Junyi Liu

Nagaraju Bussa

Rithesh Sreenivasan

Ravindra Balasaheb Patil

Yuan Ling

Tilak Raj Arora

Sudipta Chaudhury

The invention discloses an apparatus for stroke characterization. The apparatus comprises a processor. The processor is configured to receive image data representing a three-dimensional image of a head of a subject; identify a region within the image data corresponding to bone in the head of the subject; apply an adjustment to the image data to compensate for effects resulting from radiation scattered from the bone during acquisition of the image data; generate a two-dimensional image based on the adjusted image data; and provide the generated two-dimensional image as an input to a predictive model to identify a region of interest for stroke characterization in the two-dimensional image.

Image processing for stroke characterization

A method for generating a textual description from a medical image, comprising: receiving a medical image having a first modality to a system configured to generate a textual description of the medical image; determining, using an imaging modality classification module, that the first modality is a specific one of a plurality of different modalities; determining, using an anatomy classification module, that the medical image comprises information about a specific portion of an anatomy; identifying, by an orchestrator module based at least on the determined first modality, which of a plurality of different text generation models to utilize to generate a textual description from the medical image; generating, by a text generation module utilizing the identified text generation model, a textual description from the medical image; and reporting, via a user interface of the system, the generated textual description.

System and method for generating textual descriptions from medical images

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Bengaluru, India

Shreya Anand