US 12,417,839 B2
Artificial intelligence (AI)-based optimized solution for device localization in medical facility set-up
Sarif Kumar Naik, Bangalore (IN); Ravindra Patil, Bangalore (IN); Karthick Raja, Bangalore (IN); Shraddha Barodia, Bangalore (IN); Sampad Kumar Mohanty, Bangalore (IN); Rose Ramasamy, Vriddhachalam (IN); and Meru Adagouda Patil, Bangalore (IN)
Assigned to KONINKLIJKE PHILIPS N.V., Eindhoven (NL)
Appl. No. 18/037,790
Filed by KONINKLIJKE PHILIPS N.V., Eindhoven (NL)
PCT Filed Nov. 18, 2021, PCT No. PCT/EP2021/082054
§ 371(c)(1), (2) Date May 19, 2023,
PCT Pub. No. WO2022/106500, PCT Pub. Date May 27, 2022.
Claims priority of provisional application 63/116,950, filed on Nov. 23, 2020.
Prior Publication US 2024/0006064 A1, Jan. 4, 2024
Int. Cl. G16H 40/40 (2018.01); G06T 19/00 (2011.01); G16H 40/20 (2018.01)
CPC G16H 40/40 (2018.01) [G06T 19/006 (2013.01); G16H 40/20 (2018.01); G06T 2210/04 (2013.01); G06T 2219/004 (2013.01)] 16 Claims
OG exemplary drawing
 
1. A non-transitory computer readable medium storing instructions executable by at least one electronic processor to perform a method of determining a layout for one or more medical devices in a medical facility, the method comprising:
obtaining images of a plurality of locations of the medical facility;
mapping the obtained images to an architectural layout of the medical facility;
generating a three-dimensional (3D) model of the medical facility based on the mapping;
determining a recommended location for the one or more medical devices using the 3D model;
determining a recommended placement of the one or more medical devices in the recommended location based on the recommended location; and
outputting an image showing the determined recommended placement of the medical devices in the recommended location;
wherein the determining of the recommended location for the one or more medical devices using the 3D model includes:
performing a multi-agent optimization in which each agent of the multi-agent optimization optimizes for a corresponding feature selected from one or more of:
an agent to minimize a distance between the recommended location and an emergency room (ER);
an agent to minimize a number of elevator trips between the recommended location and the ER; and
an agent to minimize a distance between from the recommended location and a nearest emergency exit; and
determining the recommended location based on the multi-agent optimization.