US 12,293,837 B2
Systems and methods for artificial intelligence based warning of potential health concerns
Marcus Charles Bernard Soori-Arachi, Fort Myers, FL (US)
Assigned to O/D Vision INC., Sanibel, FL (US)
Filed by O/D Vision Inc., Sanibel, FL (US)
Filed on Sep. 13, 2024, as Appl. No. 18/885,518.
Application 18/183,932 is a division of application No. 29/830,662, filed on Mar. 14, 2022, granted, now D1064287.
Application 18/885,518 is a continuation in part of application No. 18/409,744, filed on Jan. 10, 2024, abandoned.
Application 18/409,744 is a continuation in part of application No. 18/183,932, filed on Mar. 14, 2023, granted, now 11,877,831, issued on Jan. 23, 2024.
Claims priority of provisional application 63/424,048, filed on Nov. 9, 2022.
Claims priority of provisional application 63/319,738, filed on Mar. 14, 2022.
Prior Publication US 2025/0006377 A1, Jan. 2, 2025
Int. Cl. G06K 9/00 (2022.01); G16H 10/60 (2018.01); G16H 50/20 (2018.01); G16H 50/30 (2018.01); G16H 50/70 (2018.01)
CPC G16H 50/20 (2018.01) [G16H 10/60 (2018.01); G16H 50/30 (2018.01); G16H 50/70 (2018.01)] 18 Claims
OG exemplary drawing
 
1. A computing system for providing personalized health assessments and warnings to a user, the computing system comprising:
at least one computing processor; and
memory comprising instructions that, when executed by the at least one computing processor, enable the computing system to:
receive user health information comprised of at least real-time sensor data obtained from the user, wherein the real-time sensor data includes at least one of data related to electrocardiogram, heart rate, blood pressure, blood oxygen percentage or saturation, respiratory rate, respiratory volume, heart sounds, lung sounds, abdominal sounds, body fat, muscle tone, images and/or video of the ear, images and/or video of the nose, images and/or video of the throat, images and/or video of the outer eye, or skin and/or body temperature streamed from the real-time sensor;
extract a set of features from the data, the extraction providing a set of features that represent the obtained sensor data in a standardized format suitable for input to the AI models, the features comprising a dynamic schema where the set of features is adapted for each user based on characteristics or conditions associated with the user;
process the extracted features using at least one machine learning model to identify at least one of a measure or a pattern associated with at least one potential health concern;
generate a health assessment, wherein the health assessment comprises an indication of a health status of a user based on the processed user health information;
generate a health indicator based on the health assessment, the at least one health indicator comprising a warning of a potential health concern detected, wherein the warning comprises a warning selected from a plurality of tiered warnings, wherein the warning is selected based on the health assessment;
provide at least one of the health assessment or health indicator to the user via an interactive user interface; and
provide at least one action step to the user via an interactive user interface, the at least one action step determined based on the health indicator, the at least one action step comprises at least one recommended action the user should take to obtain medical assistance.