DIFFERENTIAL DIAGNOSIS MECHANISMS BASED ON COGNITIVE EVALUATION OF MEDICAL IMAGES AND PATIENT DATA

Methods and systems for automatically triaging an image study of a patient generated as part of a medical imaging procedure. One system comprises a computing device including an electronic processor. The electronic processor is configured to receive, from a cognitive system applying a model develope...

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Bibliographische Detailangaben
Hauptverfasser: Covell, Grant, Azabagic, Andjela, Sati, Marwan, Stoval, III, William Murray
Format: Patent
Sprache:eng
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Zusammenfassung:Methods and systems for automatically triaging an image study of a patient generated as part of a medical imaging procedure. One system comprises a computing device including an electronic processor. The electronic processor is configured to receive, from a cognitive system applying a model developed using computer vision and machine learning techniques based on deep learning methodology to classify image studies, a classification assigned to the image study using the model, automatically generate a differential diagnosis for the patient based on the classification assigned by the model, and automatically adjust triaging of the image study based on the differential diagnosis.