US 11,896,425 B2
Guiding instrument insertion
Davinder S. Dhatt, Bothell, WA (US); Christopher Aleksandr White, Bothell, WA (US); Adam Benjamin Pely, Bothell, WA (US); Thomas Michael Duffy, Bothell, WA (US); Paul Tomotaro Danset, Bothell, WA (US); and Diku Pranav Mandavia, Bothell, WA (US)
Assigned to FUJIFILM SONOSITE, INC., Bothell, WA (US)
Filed by FUJIFILM SONOSITE, INC., Bothell, WA (US)
Filed on Apr. 23, 2021, as Appl. No. 17/239,323.
Prior Publication US 2022/0338833 A1, Oct. 27, 2022
Int. Cl. A61B 8/12 (2006.01); A61B 8/08 (2006.01); G06N 3/02 (2006.01); A61B 8/00 (2006.01)
CPC A61B 8/085 (2013.01) [A61B 8/0891 (2013.01); A61B 8/12 (2013.01); A61B 8/445 (2013.01); A61B 8/461 (2013.01); A61B 8/467 (2013.01); A61B 8/5207 (2013.01); A61B 8/5223 (2013.01); G06N 3/02 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A method implemented by a computing device for aiding a clinician in selecting an appropriate vein for catheterization, the method comprising:
receiving ultrasound echo signals that are reflected from an object in response to ultrasound signals that are sent to the object by an ultrasound probe;
receiving a time series of ultrasound images that include one or more blood vessels that are generated based on the ultrasound echo signals, the time series of ultrasound images including a current ultrasound image including a first blood vessel and one or more additional ultrasound images preceding the current ultrasound image;
determining, with a neural network implemented at least partially in hardware of the computing device, diameters of each of the one or more blood vessels in the time series of ultrasound images, wherein the first blood vessel in the current ultrasound image has a first diameter caused by a first probe pressure;
determining that the first blood vessel exists in the one or more additional ultrasound images preceding the current ultrasound image, wherein the first blood vessel in the one or more additional ultrasound images has a second diameter caused by a second probe pressure;
setting a maximum diameter of the first blood vessel based on the first diameter and the second diameter;
receiving a user selection of an instrument size; and
indicating, in the ultrasound image, the first blood vessel of the one or more blood vessels based on the instrument size and the maximum diameter of the first blood vessel, wherein the indicating includes displaying an outline of the first blood vessel;
assigning, with the neural network, one of a vein classification or an artery classification to the one or more blood vessels; and
determining a confidence level for the vein classification or the artery classification assigned to the one or more blood vessels, wherein the displaying the outline of the first blood vessel includes displaying the outline with an opacity based on the confidence level determined for the first blood vessel.