The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 19, 2026
Filed:
Jun. 27, 2022
Deep learning apparatus and method for segmentation and survival prediction for head and neck tumors
Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, AE;
Numan Saeed, Abu Dhabi, AE;
Ikboljon Sobirov, Abu Dhabi, AE;
Roba Majzoub, Abu Dhabi, AE;
Mohammad Yaqub, Abu Dhabi, AE;
Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, AE;
Abstract
A system, computer-readable storage medium and method for prognosis of head and neck cancer, includes an input for receiving electronic health records (EHR) of a patient, an input for receiving multimodal images of a head and neck area of the patient, a feature extraction module for converting the electronic health records and multimodal images into at least one feature vector, a hybrid machine learning architecture that includes a multi-task logistic regression (MTLR) model and a multi-layer artificial neural network, the hybrid architecture takes as input the at least one feature vector and outputs a final risk score of prognosis for head and neck cancer for the patient.
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