(19)
(11) EP 4 824 824 A1

(12)

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

(21) Application number: 24820813.4

(22) Date of filing: 18.11.2024
(51) International Patent Classification (IPC): 
G16H 50/20(2018.01)
A61N 1/39(2006.01)
 A61B 5/00(2006.01)
(52) Cooperative Patent Classification (CPC):
G16H 50/20; A61B 5/7267; A61B 5/7264; A61N 1/3956
(86) International application number:
PCT/IB2024/061512
(87) International publication number:
WO 2025/125944 (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: 14.12.2023 US 202363610318 P
26.04.2024 US 202463639335 P

(71) Applicant: Medtronic, Inc.
Minneapolis, Minnesota 55432 (US)

(72) Inventors:
  • GILLBERG, Jeffrey M.
    Minneaoplis, Minnesota 55432 (US)
  • SARKAR, Shantanu
    Minneapolis, Minnesota 55432 (US)
  • OUSDIGIAN, Kevin T.
    Minneapolis, Minnesota 55432 (US)
  • KADROLKAR, Abhijit
    Minneapolis, Minnesota 55432 (US)
  • LANDMAN, Sean R.
    Minneapolis, Minnesota 55432 (US)
  • RAVINDRAN, Gautham
    Minneapolis, Minnesota 55432 (US)
  • KOCH, Christopher D.
    Minneapolis, Minnesota 55432 (US)
  • SIEGFRIED, David I.
    Minneapolis, Minnesota 55432 (US)

(74) Representative: Zimmermann & Partner Patentanwälte mbB 
P.O. Box 330 920
80069 München
80069 München (DE)

   


(54) DELIVERING THERAPY BASED ON MACHINE LEARNING MODEL CLASSIFICATION OF HEALTH EVENTS