(19)
(11) EP 4 824 817 A1

(12)

(43) Date of publication:
21.10.2026 Bulletin 2026/43

(21) Application number: 24834861.7

(22) Date of filing: 12.12.2024
(51) International Patent Classification (IPC): 
G16H 20/40(2018.01)
G16H 50/50(2018.01)
 A61C 7/00(2006.01)
G06N 3/08(2023.01)
(52) Cooperative Patent Classification (CPC):
G16H 50/50; G16H 50/70; G16H 20/40; A61C 7/002; G06N 3/0455; G06N 3/08; A61C 7/08; G06N 3/045
(86) International application number:
PCT/IB2024/062592
(87) International publication number:
WO 2025/126117 (19.06.2025 Gazette 2025/25)
(84) Designated Contracting 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
Designated Extension States:
BA
Designated Validation States:
GE KH MA MD TN

(30) Priority: 13.12.2023 US 202363609581 P

(71) Applicant: Solventum Intellectual Properties Company
Eagan, MN 55121 (US)

(72) Inventors:
  • GANDRUD, Jonathan D.
    Maplewood, Minnesota 55144 (US)
  • CHOI, Leah A.
    Maplewood, Minnesota 55144 (US)
  • REFF, Kelly J.
    Maplewood, Minnesota 55144 (US)
  • STARR, Michael B.
    Dublin, D02 H0V5 (IE)
  • STENBERG, Donna J.
    Maplewood, Minnesota 55144 (US)
  • WHEELDON, Joseph D.
    Maplewood, Minnesota 55144 (US)
  • KAMPSHOFF, Kristopher W.
    Maplewood, Minnesota 55144 (US)
  • HINES, Lindsey L.
    Maplewood, Minnesota 55144 (US)

(74) Representative: Vossius & Partner Patentanwälte Rechtsanwälte mbB 
Siebertstraße 4
81675 München
81675 München (DE)

   


(54) MACHINE LEARNING MODELS FOR THE PREDICTION OF DATA STRUCTURES PERTAINING TO INTERPROXIMAL REDUCTION