(19)
(11) EP 4 824 822 A1

(12)

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

(21) Application number: 24841347.8

(22) Date of filing: 13.12.2024
(51) International Patent Classification (IPC): 
G16H 40/63(2018.01)
G16H 20/40(2018.01)
A61B 34/00(2016.01)
G16H 30/40(2018.01)
A61B 34/20(2016.01)
(52) Cooperative Patent Classification (CPC):
G16H 20/40; G16H 30/40; G16H 50/70; G16H 40/63; A61B 34/25; A61B 34/20; A61B 2034/252; A61B 2034/254; A61B 34/37; A61B 2090/365; A61B 2034/105; A61B 2034/2051; A61B 34/10; A61B 2034/107
(86) International application number:
PCT/US2024/060054
(87) International publication number:
WO 2025/129013 (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 202363610340 P

(71) Applicant: Intuitive Surgical Operations, Inc.
Sunnyvale, CA 94086 (US)

(72) Inventors:
  • PERREAULT, Conor
    Sunnyvale, CA 94086 (US)
  • GUO, Rui
    Sunnyvale, CA 94086 (US)
  • TROXLER, Casey
    Summerfield, NC 27358 (US)
  • MUELLER, Benjamin
    Sunnyvale, CA 94086 (US)
  • WANG, Ziheng
    Sunnyvale, CA 94086 (US)
  • BHATTACHARYYA, Kiran
    Sunnyvale, CA 94086 (US)
  • ZIA, Aneeq
    Sunnyvale, CA 94086 (US)
  • LIU, Xi
    Sunnyvale, CA 94086 (US)
  • SONG, Alfred
    Palo Alto, CA 94306 (US)
  • JARC, Anthony, M.
    Sunnyvale, CA 94086 (US)
  • KAMABATTULA, Sree, Ram
    Sunnyvale, CA 94086 (US)
  • CHEN, Shukai
    Sunnyvale, CA 94086 (US)

(74) Representative: Mathys & Squire 
32 London Bridge Street The Shard
London SE1 9SG
London SE1 9SG (GB)

   


(54) MACHINE LEARNING BASED MEDICAL PROCEDURE IDENTIFICATION AND SEGMENTATION