公开(公告)号：US20230162354A1

公开(公告)日：2023-05-25

申请号：US17993144

申请日：2022-11-23

Applicant: Applied Materials, Inc.

Inventor： Tapashree ROY ,  Shubhayan BHATTACHARYA ,  Kiran Rangaswamy AATRE ,  Sumit Kumar JHA ,  Suraj RENGARAJAN ,  Riya DUTTA

IPC: G06T7/00 ,  G06V10/26 ,  G06V10/764 ,  G06V10/82

CPC classification number: G06T7/0012 ,  G06V10/26 ,  G06V10/764 ,  G06V10/82 ,  G06T2207/10036 ,  G06T2207/30024

Abstract: According to certain embodiments, a system for detection of anomalous cells, comprises a hyperspectral imaging system; a memory having executable instructions stored thereon; and a processor configured to execute the executable instructions to cause the system to: receive a patient hyperspectral image comprising a pixel spectral signature for each pixel of the received patient hyperspectral image; classify the patient hyperspectral image by a machine learning model trained to classify hyperspectral images based on pixel spectral signatures; and provide an indication that the patient hyperspectral image contains an anomalous cell type, responsive to the classifying.