AML JV Patents Biomarker Correlation System for Condition Identification
Summary
AML JV, LLC has filed patent application US20260112506A1 for systems and methods that correlate biomarkers to identify condition indicators. The application, filed on October 21, 2025, covers a system that obtains individual profile data, identifies profiles indicative of a condition based on a first biomarker, determines attributes among profiles, and finds correlations between attribute subsets indicative of different biomarkers. The technology applies CPC classification G16H 50/70 (Health Informatics) and names five inventors.
“Described herein are systems and methods for determining correlations between indicators.”
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GovPing monitors USPTO Patent Applications - 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 — 146 changes logged to date.
What changed
AML JV, LLC filed patent application US20260112506A1 describing a system that analyzes individual profile data to identify condition indicators through biomarker correlations. The system obtains data for a set of individual profiles, identifies profiles where a first biomarker indicative of a condition is satisfied, determines attributes among those profiles, and finds correlations between attribute subsets. These correlations may identify additional biomarkers beyond the first that are also indicative of the condition.
This patent application publication does not create compliance obligations. Research organizations, biotech firms, and healthcare data analytics companies developing similar biomarker correlation technologies should review the published claims to assess potential IP landscape implications for their own R&D programs.
Archived snapshot
Apr 23, 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.
SYSTEMS AND METHODS FOR PROCESSING PROFILES INCLUDED IN A PROTECTED DATASET MAINTAINED IN A SECURED NETWORK LOCATION TO DETERMINE CORRELATIONS BETWEEN INDICATORS REPRESENTING LATENT PATTERNS THAT ARE INDICATIVE OF A CONDITION
Application US20260112506A1 Kind: A1 Apr 23, 2026
Assignee
AML JV, LLC
Inventors
Justin DALE, Frank MARKSON, Brett STEVENS, Austin GILLEN, Md Nazmul ISLAM
Abstract
Described herein are systems and methods for determining correlations between indicators. In an example, a system can be configured to obtain data associated with a set of individual profiles corresponding to a set of individuals and identify individual profiles indicative of a condition based on a first biomarker indicative of the condition being satisfied by the individual profiles. The system can then determine a set of attributes among each of the individual profiles and determine correlations between subsets of the attributes. In examples, the correlations can be indicative of a subset of biomarkers different from the first biomarker that are indicative of the condition.
CPC Classifications
G16H 50/70
Filing Date
2025-10-21
Application No.
19364650
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