(19)
(11) EP 4 555 455 A1

(12)

(43) Date of publication:
21.05.2025 Bulletin 2025/21

(21) Application number: 23840093.1

(22) Date of filing: 05.05.2023
(51) International Patent Classification (IPC): 
G06N 5/01(2023.01)
G06N 5/025(2023.01)
 G06N 5/022(2023.01)
G16H 50/20(2018.01)
(52) Cooperative Patent Classification (CPC):
G06N 5/022; G16H 50/20; G06N 5/01; G16H 50/70; G16H 70/20
(86) International application number:
PCT/US2023/021148
(87) International publication number:
WO 2024/015135 (18.01.2024 Gazette 2024/03)
(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:
KH MA MD TN

(30) Priority: 14.07.2022 EP 22465544
14.07.2022 US 202217812476

(71) Applicant: Siemens Healthcare Diagnostics, Inc.
Tarrytown, NY 10591 (US)

(72) Inventors:
  • ULLASKRISHNAN, Poikavila
    Lebanon, New Hampshire 03766 (US)
  • KRUMTÜNGER, Ralf
    91054 Erlangen (DE)
  • LILIAC, Teodora-Vanessa
    500239 Brasov (RO)
  • MICU, Larisa
    500014 Brasov (RO)
  • SCHMUECKING, Ingo
    Yardley, Pennsylvania 19067 (US)
  • SHARMA, Puneet
    Princeton Junction, New Jersey 08550 (US)

(74) Representative: Schweitzer, Klaus 
Dr. Müller Patentanwälte Mühlstraße 9A
65597 Hünfelden
65597 Hünfelden (DE)

   


(54) SCALABLE DEPLOYMENT OF ONTOLOGY-BASED DECISION TREES FOR CLINICAL DECISION SUPPORT AND AUTOMATED CLINICAL WORKFLOWS