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.

Date of Patent:
Jun. 02, 2026

Filed:

Nov. 10, 2022
Applicant:

Alcon Inc., Fribourg, CH;

Inventor:

Paul R. Hallen, Colleyville, TX (US);

Assignee:

Alcon Inc., Fribourg, CH;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61F 2/16 (2006.01); A61B 3/10 (2006.01); A61B 3/107 (2006.01);
U.S. Cl.
CPC ...
A61F 2/16 (2013.01); A61B 3/1005 (2013.01); A61B 3/102 (2013.01); A61B 3/107 (2013.01);
Abstract

Certain aspects presented herein provide systems and methods utilizing one or more machine learning models in determining a severity of vitreous disease, and in particular, vitreous opacities. Such machine learning models are trained based on historical patient data to determine the severity of vitreous opacities afflicting a current patient. The severity determination may thereafter be utilized to inform treatment decisions for the current patient, including patient suitability for certain types of treatment.


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