USPTO Grants AI Medical Imaging Patent to OMNI MEDSCI
Summary
The USPTO granted Patent US12599305B2 to OMNI MEDSCI, INC. on April 14, 2026. The patent covers 3D cameras or sensors as inputs to multi-modal generative artificial intelligence models trained on images or videos, using vision transformers with self-attention and positional encoding layers. The GAI performs data fusion combining 3D information with other sensor data and anomalous occurrence detection by detecting differences in images or videos that fall outside threshold values, while providing safeguards for privacy issues. The patent contains 7 claims and covers CPC classifications in A61B (medical measuring/diagnostics), G01J (optics/spectroscopy), G01N (chemical analysis), G16H (health informatics), and H01S (lasers).
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GovPing monitors USPTO Patent Grants - Health Informatics (G16H) for new healthcare & life sciences regulatory changes. Every update since tracking began is archived, classified, and available as free RSS or email alerts — 47 changes logged to date.
What changed
USPTO granted Patent US12599305B2 to OMNI MEDSCI, INC. on April 14, 2026, covering 3D time-of-flight or structured-light cameras as inputs to multi-modal generative AI models for analyzing images and videos. The AI system comprises vision transformers with self-attention and positional encoding layers, performs reinforcement-learning training, data fusion combining 3D and sensor data, and anomalous occurrence detection using threshold-based difference analysis.
Competitors developing 3D medical imaging systems with AI analysis capabilities should conduct freedom-to-operate analyses to assess potential infringement exposure from this newly granted patent family. Medical device manufacturers and AI developers in the health informatics space may need to evaluate whether their imaging technologies fall within the scope of the 37 CPC classifications covered, particularly A61B medical diagnostics and G16H health informatics classifications.
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Apr 25, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
3D cameras or sensors inputting to multi-modal generative artificial intelligence models trained on images or videos
Grant US12599305B2 Kind: B2 Apr 14, 2026
Assignee
OMNI MEDSCI, INC.
Inventors
Mohammed N. Islam
Abstract
3D cameras may serve as an input to a multi-modal generative artificial intelligence (GAI) model operating on a processor coupled to a non-transitory computer readable medium. Examples of 3D cameras include direct or indirect time-of-flight sensors or structured light systems and may also be coupled to 2D cameras. The GAI comprises a vision transformer configured to analyze an item in an input video or image. The vision transformer comprises self-attention and positional encoding layers. The GAI may be trained using reinforcement learning or fine-tuning involving training images or videos, and it may perform data fusion by combining the 3D information with data from other sensors. The GAI may perform anomalous occurrence detection by training on images or videos corresponding to normal occurrences. The GAI detects differences in an image or video that fall outside of a threshold value. The GAI may also provide safeguards for privacy issues.
CPC Classifications
A61B 5/0088 A61B 5/0013 A61B 5/0022 A61B 5/0075 A61B 5/0086 A61B 5/14532 A61B 5/14546 A61B 5/1455 A61B 5/4547 A61B 5/6801 A61B 5/7203 A61B 5/7257 A61B 5/7405 A61B 5/742 A61B 5/0024 A61B 2562/0233 A61B 2562/0238 A61B 2562/146 A61B 2576/02 A61B 5/682 A61C 19/04 A61C 1/0046 G01J 3/02 G01J 3/0218 G01J 3/108 G01J 3/14 G01J 3/28 G01J 3/2823 G01J 3/42 G01J 3/453 G01J 3/1838 G01J 2003/104 G01J 2003/1208 G01J 2003/2826 G01N 21/35 G01N 21/3504 G01N 21/3563 G01N 21/359 G01N 21/39 G01N 21/88 G01N 33/02 G01N 33/025 G01N 33/15 G01N 33/442 G01N 33/49 G01N 21/85 G01N 21/9508 G01N 2021/3513 G01N 2021/3595 G01N 2021/399 G01N 2201/061 G01N 2201/06113 G01N 2201/062 G01N 2201/08 G01N 2201/12 G01N 2201/129 G01N 2021/1789 G01N 2201/0221 G01N 2201/0626 G01N 2201/0627 G01N 21/474 G16H 40/67 G16H 40/63 G16H 50/20 G16Z 99/00 G01M 3/38 H01S 3/0092 H01S 3/06758 H01S 3/302 H01S 3/0064 H01S 3/0078 H01S 3/1618 H01S 5/06216 H01S 2301/08 H01S 3/2375 Y02A 90/10
Filing Date
2025-01-17
Application No.
19031061
Claims
7
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Parties
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