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. 16, 2023
Filed:
Feb. 25, 2020
Flatiron Health, Inc., New York, NY (US);
Joshua D. Haimson, Brooklyn, NY (US);
Shrujal Baxi, Rye, NY (US);
Neal Meropol, Brooklyn, NY (US);
Geetu Ambwani, New York, NY (US);
Daniel Backenroth, New York, NY (US);
Mahesh Murali, New York, NY (US);
Andrej Rosic, New York, NY (US);
Chengsheng Jiang, Jersey City, NJ (US);
Flatiron Health, Inc., New York, NY (US);
Abstract
A model-assisted system for predicting survivability of a patient may include at least one processor. The processor may be programmed to access a database storing a medical record for the patient. The medical record may include at least one of structured and unstructured information relative to the patient and may lack a structured patient ECOG score. The processor may be further programmed to analyze at least one of the structured and unstructured information relative to the patient; based on the analysis, and in the absence of a structured ECOG score, generate a performance status prediction for the patient; and provide an output indicative of the predicted performance status. The analysis of at least one of the structured and unstructured information and the generation of the predicted performance status may be performed by at least one of a trained machine learning model or a natural language processing algorithm.