Biomarker Signatures for Early Stage Cancer Detection Using AI
ChangeBridge: EPO Bulletin - AI & Computing (G06N)
Summary
The European Patent Office published patent application EP4497005A1 by Serum Detect, Inc. covering biomarker signatures for detecting early-stage cancer using machine learning (G06N 20/10). The patent application names three inventors and covers designated states across the European Economic Area including Germany, France, the UK, Italy, Spain, and 25 other jurisdictions.
What changed
The EPO published international patent application EP4497005A1 for Serum Detect, Inc. titled 'Biomarker Signatures Indicative of Early Stages of Cancer.' The invention relates to using AI/ML (classified under G06N 20/10) to analyze biomarker signatures for early cancer detection, with additional classifications under G16B and G01N (biological samples). The patent names inventors YELENSKY, Roman, NAHAS, Michelle, and LI, Yilong.
Patent publication constitutes an informational notice of the application's status; it does not impose compliance obligations. Entities conducting freedom-to-operate analysis, developing similar biomarker-based diagnostics, or operating in the AI-powered medical diagnostics space should review this publication to assess potential patent landscape implications. No action deadline or penalties are associated with this publication notice.
Source document (simplified)
BIOMARKER SIGNATURES INDICATIVE OF EARLY STAGES OF CANCER
Publication EP4497005A1 Kind: A1 Mar 25, 2026
Applicants
Serum Detect, Inc.
Inventors
YELENSKY, Roman, NAHAS, Michelle, LI, Yilong
IPC Classifications
G16B 40/20 20190101AFI20260216BHEP G06N 20/10 20190101ALI20260216BHEP G01N 33/5752 20260101ALI20260216BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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