COMPUTE SYSTEM WITH ECZEMA DIAGNOSTIC MECHANISM AND METHOD OF OPERATION THEREOF

COMPUTE SYSTEM WITH ECZEMA DIAGNOSTIC MECHANISM AND METHOD OF OPERATION THEREOF

A method of operation of a compute system includes: generating a skin segmentation including a non-skin region and a skin prediction based on a patient image; generating a body part segmentation based on the patient image; generating a cropped image based on the skin segmentation and the body part s...

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Bibliographische Detailangaben
Hauptverfasser: Gazeau, Léa Mathilde, Mariwalla, Kavita, Nguyen, Tien Dung, Nguyen, Hoang-Phuong, Wolfe, Jonathan, Perlis, Clifford, Hustache-Marmou, Thomas, Gloss, Matthew Gregory, Nguyen, Thi Thu Hang, Fricker, Paul, Nguyen, Duong Thuy, McAnelly, Emily Kathryn, Morbitzer, Megan M, Nguyen, Nga Thi Thuy, Nguyen, Thang Duc, Szajna, Christopher C
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:A method of operation of a compute system includes: generating a skin segmentation including a non-skin region and a skin prediction based on a patient image; generating a body part segmentation based on the patient image; generating a cropped image based on the skin segmentation and the body part segmentation with the cropped image includes the non-skin region based on the skin prediction; generating a eczema segmentation based on the cropped image and the skin prediction; generating intermediate scores for erythema, papulation, lichenification, and excoriation for the cropped image; and generating a full body EASI score based on the eczema segmentation and the intermediate scores for displaying on a device to assist in diagnosis.