IP Library › Granted Patent US 12,303,220
Granted Patent B2
US 12,303,220 · App. 17/585,089 · Granted May 20, 2025

Autonomous endobronchial access with an EM guided catheter

Inventors: Evan Arsham Hosseini (Eden Prairie, MN); Nathan J. Knutson (Long Lake, MN)
Assignee: Covidien LP
A61B34/30A61B1/018A61B1/05A61B1/2676A61B2034/107A61B2034/2065A61B2034/301
View Patent ↗
Loading inventors, assignments & file history…
Monitor This Case
Get email alerts when status or documents change.
Order Certified Copies
Most orders are placed with the USPTO same day — all within 24 business hours.
Order via The Patent Place →
Pre-filled with this patent's details
Quick Facts
Patent No.
US 12,303,220
App. No.
17/585,089
Granted
May 20, 2025
Kind
B2
Abstract

A system for performing a surgical procedure includes a controller including a memory and a processor, the memory storing instructions, which when executed by the processor cause the processor to receive an image captured by a camera, generate a segmented image by applying a first threshold value to the image captured by the camera, identify a lumen within the segmented image, determine a centroid of the lumen within the segmented image, and align a portion of a surgical device operably coupled to the controller with the centroid of the lumen.

Claims (45)

1. A system for performing a surgical procedure, comprising:

a controller operably coupled to a camera, the controller including a memory and a processor, the memory storing instructions, which when executed by the processor cause the processor to:

receive a color image captured by the camera;

convert the color image to a grayscale image;

generate a segmented image by applying a first threshold value to the grayscale image captured by the camera;

identify a lumen within the segmented image;

determine a centroid of the lumen within the segmented image;

overlay the segmented image on the grayscale image, wherein the identified lumen of the segmented image is depicted as a translucent color; and

articulate a portion of a surgical device operably coupled to the controller to align the portion of the surgical device with the centroid of the lumen.

2. The system according to claim 1 , wherein the segmented image is generated using dynamic binary thresholding.

3. The system according to claim 1 , further including a surgical device, wherein the camera is disposed on a distal portion of the surgical device, wherein the surgical device is navigable within a portion of a patient's anatomy.

4. The system according to claim 3 , further including a robotic surgical system operably coupled to the surgical device.

5. The system according to claim 4 , wherein the instructions, when executed by the processor, cause the robotic surgical system to align the surgical device with the centroid of the identified lumen.

6. The system according to claim 5 , wherein the instructions, when executed by the processor, cause the processor to generate a pathway to a target tissue.

7. The system according to claim 6 , wherein the instructions, when executed by the processor, cause the processor to identify a lumen within the image corresponding to the pathway to the target tissue.

8. The system according to claim 7 , wherein the instruction, when executed by the processor, cause the robotic surgical system to advance the surgical device within the lumen within the image corresponding to the pathway to the target tissue.

9. The system according to claim 8 , wherein the instructions, when executed by the processor, cause the processor to determine a centroid of the identified lumen within the segmented image in real-time.

10. The system according to claim 9 , wherein the instructions, when executed by the processor, cause the robotic surgical system to maintain alignment of the distal portion of the surgical device with the centroid of the identified lumen within the segmented image as the surgical device is advanced within the identified lumen.

11. A method of performing a surgical procedure, comprising:

receiving a color image of a patient's anatomy from a camera operably coupled to a surgical device;

convert the color image to a grayscale image;

generating a segmented image by applying a first threshold value to the grayscale image;

identifying a lumen within the segmented image;

determining a centroid of the lumen within the segmented image;

overlay the segmented image on the grayscale image, wherein the identified lumen of the segmented image is depicted as a translucent color; and

articulating the surgical device to align the surgical device with the centroid of the lumen.

12. The method according to claim 11 , wherein generating the segmented image includes applying dynamic binary thresholding utilizing the first threshold value to generate the segmented image.

13. The method according to claim 12 , further comprising applying a second threshold value to the segmented image.

14. The method according to claim 12 , further comprising generating a binary image from the segmented image.

15. The method according to claim 11 , further comprising generating a pathway through a patient's anatomy to a target tissue.

16. The method according to claim 15 , further comprising advancing the surgical device through the patient's anatomy following the centroid of the identified lumen and the pathway through the patient's anatomy.

17. A system for performing a surgical procedure, comprising: a robotic surgical system, comprising:

an endoscope including a camera, the camera disposed on a portion of the endoscope; and

a drive mechanism operably coupled to the endoscope; and

a controller operably coupled to the robotic surgical system, the controller including a memory and a processor, the memory storing instructions, which when executed by the processor cause the processor to:

receive a color image captured by the camera;

convert the color image to a grayscale image;

generate a segmented image by applying a first threshold value to the grayscale image captured by the camera;

identify a lumen within the segmented image;

determine a centroid of the lumen;

overlay the segmented image on the grayscale image, wherein the identified lumen of the segmented image is depicted as a translucent color; and

cause the drive mechanism to articulate a distal end portion of the endoscope to align the distal portion of the endoscope with the centroid of the lumen.

18. The system according to claim 17 , wherein the instructions, when executed by the processor, cause the processor to generate a pathway to a target tissue located within a patient's anatomy.

19. The system according to claim 18 , wherein the instructions, when executed by the processor, cause the processor to cause the drive mechanism to advance the distal end portion of the endoscope along the pathway.

20. The system according to claim 19 , wherein the instructions, when executed by the processor, cause the processor to continuously update the centroid of the identified lumen as the endoscope is advanced along the pathway.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jan 26, 2022
From: HOSSEINI, EVAN ARSHAM; KNUTSON, NATHAN J.
To: COVIDIEN LP
Reel/Frame 058782/0156 →
Continuity (1)
Related Publication 20230233270A1 · Jul 27, 2023
References Cited (339)
US 4202352A · Osborn · 1980 [cited by applicant]
US 5358496A · Ortiz et al. · 1994 [cited by applicant]
US 6086586A · Hooven · 2000 [cited by applicant]
US 6533784B2 · Truckai et al. · 2003 [cited by applicant]
US 6656177B2 · Truckai et al. · 2003 [cited by applicant]
US 6802843B2 · Truckai et al. · 2004 [cited by applicant]
US 6835336B2 · Watt · 2004 [cited by applicant]
US 6913579B2 · Truckai et al. · 2005 [cited by applicant]
US 7806891B2 · Nowlin et al. · 2010 [cited by applicant]
US 7947000B2 · Vargas et al. · 2011 [cited by applicant]
US 8052636B2 · Moll et al. · 2011 [cited by applicant]
US 8190238B2 · Moll et al. · 2012 [cited by applicant]
US 8335359B2 · Fidrich et al. · 2012 [cited by applicant]
US 8600551B2 · Itkowitz et al. · 2013 [cited by applicant]
US 8706184B2 · Mohr et al. · 2014 [cited by applicant]
US 8827934B2 · Chopra et al. · 2014 [cited by applicant]
US 8914150B2 · Moll et al. · 2014 [cited by applicant]
US 9119654B2 · Ramans et al. · 2015 [cited by applicant]
US 9393000B2 · Donhowe · 2016 [cited by applicant]
US 9801630B2 · Harris et al. · 2017 [cited by applicant]
US 9839481B2 · Blumenkranz et al. · 2017 [cited by applicant]
US 9918659B2 · Chopra et al. · 2018 [cited by applicant]
US 9993313B2 · Schuh et al. · 2018 [cited by applicant]
US 10172973B2 · Vendely et al. · 2019 [cited by applicant]
US 10206686B2 · Swayze et al. · 2019 [cited by applicant]
US 10349938B2 · Widenhouse et al. · 2019 [cited by applicant]
US 10373719B2 · Soper et al. · 2019 [cited by applicant]
US 10376178B2 · Chopra · 2019 [cited by applicant]
US 10405753B2 · Sorger · 2019 [cited by applicant]
US 10478162B2 · Barbagli et al. · 2019 [cited by applicant]
US 10480926B2 · Froggatt et al. · 2019 [cited by applicant]
US 10482599B2 · Mintz et al. · 2019 [cited by applicant]
US 10524866B2 · Srinivasan et al. · 2020 [cited by applicant]
US 10539478B2 · Lin et al. · 2020 [cited by applicant]
US 10543048B2 · Noonan · 2020 [cited by applicant]
US 10555788B2 · Panescu et al. · 2020 [cited by applicant]
US 10610306B2 · Chopra · 2020 [cited by applicant]
US 10631949B2 · Schuh et al. · 2020 [cited by applicant]
US 10638953B2 · Duindam et al. · 2020 [cited by applicant]
US 10639108B2 · Romo et al. · 2020 [cited by applicant]
US 10653866B2 · Duindam et al. · 2020 [cited by applicant]
US 10667871B2 · Romo et al. · 2020 [cited by applicant]
US 10667875B2 · DeFonzo et al. · 2020 [cited by applicant]
US 10674970B2 · Averbuch et al. · 2020 [cited by applicant]
US 10682070B2 · Duindam · 2020 [cited by applicant]
US 10682192B2 · Fenech · 2020 [cited by applicant]
US 10706543B2 · Donhowe et al. · 2020 [cited by applicant]
US 10709506B2 · Coste-Maniere et al. · 2020 [cited by applicant]
US 10716637B2 · Kowshik et al. · 2020 [cited by applicant]
US 10729886B2 · Fenech et al. · 2020 [cited by applicant]
US 10743751B2 · Landey et al. · 2020 [cited by applicant]
US 10744303B2 · Duindam et al. · 2020 [cited by applicant]
US 10751140B2 · Wallace et al. · 2020 [cited by applicant]
US 10765303B2 · Graetzel et al. · 2020 [cited by applicant]
US 10765487B2 · Ho et al. · 2020 [cited by applicant]
US 10772485B2 · Schlesinger et al. · 2020 [cited by applicant]
US 10779803B2 · Prisco et al. · 2020 [cited by applicant]
US 10779898B2 · Hill et al. · 2020 [cited by applicant]
US 10786329B2 · Schuh et al. · 2020 [cited by applicant]
US 10792022B2 · Keast et al. · 2020 [cited by applicant]
US 10792464B2 · Romo et al. · 2020 [cited by applicant]
US 10796432B2 · Mintz et al. · 2020 [cited by applicant]
US 10813539B2 · Graetzel et al. · 2020 [cited by applicant]
US 10820947B2 · Julian · 2020 [cited by applicant]
US 10820954B2 · Marsot et al. · 2020 [cited by applicant]
US 10823627B2 · Sanborn et al. · 2020 [cited by applicant]
US 10827913B2 · Ummalaneni et al. · 2020 [cited by applicant]
US 10835153B2 · Rafii-Tari et al. · 2020 [cited by applicant]
US 10842575B2 · Panescu et al. · 2020 [cited by applicant]
US 10842581B2 · Bailey · 2020 [cited by applicant]
US 10849591B2 · Azizian et al. · 2020 [cited by applicant]
US 10850013B2 · Hsu et al. · 2020 [cited by applicant]
US 10856855B2 · Gordon · 2020 [cited by applicant]
US 10881280B2 · Baez, Jr. · 2021 [cited by applicant]
US 10881385B2 · Fenech · 2021 [cited by applicant]
US 10885630B2 · Li et al. · 2021 [cited by applicant]
US 20030013972A1 · Makin · 2003 [cited by applicant]
US 20050107808A1 · Evans et al. · 2005 [cited by applicant]
US 20050165276A1 · Belson et al. · 2005 [cited by applicant]
US 20060235457A1 · Belson · 2006 [cited by applicant]
US 20070135803A1 · Belson · 2007 [cited by applicant]
US 20100204545A1 · Tanaka et al. · 2010 [cited by applicant]
US 20110085720A1 · Averbuch · 2011 [cited by examiner]
US 20130096385A1 · Fenech et al. · 2013 [cited by applicant]
US 20130303945A1 · Blumenkranz et al. · 2013 [cited by applicant]
US 20140035798A1 · Kawada et al. · 2014 [cited by applicant]
US 20140052018A1 · Hawkins · 2014 [cited by applicant]
US 20140235943A1 · Paris et al. · 2014 [cited by applicant]
US 20150148690A1 · Chopra et al. · 2015 [cited by applicant]
US 20150265368A1 · Chopra et al. · 2015 [cited by applicant]
US 20160001038A1 · Romo et al. · 2016 [cited by applicant]
US 20160067450A1 · Kowshik · 2016 [cited by applicant]
US 20160157939A1 · Larkin et al. · 2016 [cited by applicant]
US 20160183841A1 · Duindam et al. · 2016 [cited by applicant]
US 20160192860A1 · Allenby et al. · 2016 [cited by applicant]
US 20160256230A1 · Kowshik et al. · 2016 [cited by applicant]
US 20160270865A1 · Landey et al. · 2016 [cited by applicant]
US 20160270870A1 · Kowshik · 2016 [cited by applicant]
US 20160287344A1 · Donhowe et al. · 2016 [cited by applicant]
US 20160331358A1 · Gordon · 2016 [cited by applicant]
US 20160338783A1 · Romo et al. · 2016 [cited by applicant]
US 20160374676A1 · Flanagan et al. · 2016 [cited by applicant]
US 20170020628A1 · Averbuch · 2017 [cited by applicant]
US 20170112366A1 · Duindam et al. · 2017 [cited by applicant]
US 20170112576A1 · Coste-Maniere et al. · 2017 [cited by applicant]
US 20170112588A1 · Bissing et al. · 2017 [cited by applicant]
US 20170151026A1 · Panescu et al. · 2017 [cited by applicant]
US 20170209071A1 · Zhao et al. · 2017 [cited by applicant]
US 20170224338A1 · Sung · 2017 [cited by applicant]
US 20170238795A1 · Blumenkranz et al. · 2017 [cited by applicant]
US 20170258309A1 · Deyanov · 2017 [cited by applicant]
US 20170265952A1 · Donhowe et al. · 2017 [cited by applicant]
US 20170273542A1 · Au · 2017 [cited by applicant]
US 20170273712A1 · Carlson et al. · 2017 [cited by applicant]
US 20170274189A1 · Smith et al. · 2017 [cited by applicant]
US 20170281287A1 · Au · 2017 [cited by applicant]
US 20170281288A1 · Au · 2017 [cited by applicant]
US 20170311844A1 · Zhao et al. · 2017 [cited by applicant]
US 20170319165A1 · Averbuch · 2017 [cited by applicant]
US 20170325896A1 · Donhowe et al. · 2017 [cited by applicant]
US 20180001058A1 · Schlesinger · 2018 [cited by applicant]
US 20180056040A1 · Fenech et al. · 2018 [cited by applicant]
US 20180064904A1 · Vargas et al. · 2018 [cited by applicant]
US 20180070935A1 · Fenech · 2018 [cited by applicant]
US 20180078318A1 · Barbagli et al. · 2018 [cited by applicant]
US 20180153621A1 · Duindam et al. · 2018 [cited by applicant]
US 20180214011A1 · Graetzel et al. · 2018 [cited by applicant]
US 20180214138A9 · Prisco et al. · 2018 [cited by applicant]
US 20180221038A1 · Noonan et al. · 2018 [cited by applicant]
US 20180221039A1 · Shah · 2018 [cited by applicant]
US 20180235565A1 · Azizian et al. · 2018 [cited by applicant]
US 20180235709A1 · Donhowe et al. · 2018 [cited by applicant]
US 20180240237A1 · Donhowe et al. · 2018 [cited by applicant]
US 20180256262A1 · Duindam et al. · 2018 [cited by applicant]
US 20180263706A1 · Averbuch · 2018 [cited by applicant]
US 20180279852A1 · Rafii-Tari et al. · 2018 [cited by applicant]
US 20180280660A1 · Landey et al. · 2018 [cited by applicant]
US 20180296281A1 · Yeung et al. · 2018 [cited by applicant]
US 20180325419A1 · Zhao et al. · 2018 [cited by applicant]
US 20180325499A1 · Landey et al. · 2018 [cited by applicant]
US 20190000559A1 · Berman et al. · 2019 [cited by applicant]
US 20190000560A1 · Berman et al. · 2019 [cited by applicant]
US 20190000576A1 · Mintz et al. · 2019 [cited by applicant]
US 20190008413A1 · Duindam et al. · 2019 [cited by applicant]
US 20190038365A1 · Soper et al. · 2019 [cited by applicant]
US 20190065209A1 · Mishra et al. · 2019 [cited by applicant]
US 20190076143A1 · Smith · 2019 [cited by applicant]
US 20190110839A1 · Rafii-Tari et al. · 2019 [cited by applicant]
US 20190110843A1 · Ummalaneni · 2019 [cited by applicant]
US 20190133702A1 · Fenech et al. · 2019 [cited by applicant]
US 20190167366A1 · Ummalaneni et al. · 2019 [cited by applicant]
US 20190175062A1 · Rafii-Tari et al. · 2019 [cited by applicant]
US 20190183318A1 · Froggatt et al. · 2019 [cited by applicant]
US 20190183585A1 · Rafii-Tari et al. · 2019 [cited by applicant]
US 20190183587A1 · Rafii-Tari et al. · 2019 [cited by applicant]
US 20190192143A1 · Shelton, IV et al. · 2019 [cited by applicant]
US 20190192234A1 · Gadda et al. · 2019 [cited by applicant]
US 20190192819A1 · Duindam et al. · 2019 [cited by applicant]
US 20190200984A1 · Shelton, IV et al. · 2019 [cited by applicant]
US 20190209016A1 · Herzlinger et al. · 2019 [cited by applicant]
US 20190209043A1 · Zhao et al. · 2019 [cited by applicant]
US 20190216447A1 · Bailey et al. · 2019 [cited by applicant]
US 20190216548A1 · Ummalaneni · 2019 [cited by applicant]
US 20190223693A1 · Vargas · 2019 [cited by applicant]
US 20190223759A1 · Page et al. · 2019 [cited by applicant]
US 20190231449A1 · Diolaiti et al. · 2019 [cited by applicant]
US 20190239723A1 · Duindam et al. · 2019 [cited by applicant]
US 20190239724A1 · Averbuch et al. · 2019 [cited by applicant]
US 20190239831A1 · Chopra · 2019 [cited by applicant]
US 20190246876A1 · Schaning · 2019 [cited by applicant]
US 20190246882A1 · Graetzel et al. · 2019 [cited by applicant]
US 20190247128A1 · Inouye et al. · 2019 [cited by applicant]
US 20190250050A1 · Sanborn et al. · 2019 [cited by applicant]
US 20190254649A1 · Walters et al. · 2019 [cited by applicant]
US 20190262086A1 · Connolly et al. · 2019 [cited by applicant]
US 20190269468A1 · Hsu et al. · 2019 [cited by applicant]
US 20190269470A1 · Barbagli et al. · 2019 [cited by applicant]
US 20190269885A1 · Bailey et al. · 2019 [cited by applicant]
US 20190272634A1 · Li et al. · 2019 [cited by applicant]
US 20190290109A1 · Agrawal et al. · 2019 [cited by applicant]
US 20190290375A1 · Dearden et al. · 2019 [cited by applicant]
US 20190298160A1 · Ummalaneni et al. · 2019 [cited by applicant]
US 20190298451A1 · Wong et al. · 2019 [cited by applicant]
US 20190298460A1 · Al-Jadda et al. · 2019 [cited by applicant]
US 20190298465A1 · Chin et al. · 2019 [cited by applicant]
US 20190320878A1 · Duindam et al. · 2019 [cited by applicant]
US 20190320937A1 · Duindam et al. · 2019 [cited by applicant]
US 20190328213A1 · Landey et al. · 2019 [cited by applicant]
US 20190336238A1 · Yu et al. · 2019 [cited by applicant]
US 20190343424A1 · Blumenkranz et al. · 2019 [cited by applicant]
US 20190350659A1 · Wang et al. · 2019 [cited by applicant]
US 20190350660A1 · Moll et al. · 2019 [cited by applicant]
US 20190350662A1 · Huang et al. · 2019 [cited by applicant]
US 20190365199A1 · Zhao et al. · 2019 [cited by applicant]
US 20190365201A1 · Noonan et al. · 2019 [cited by applicant]
US 20190365479A1 · Rafii-Tari · 2019 [cited by applicant]
US 20190365486A1 · Srinivasan et al. · 2019 [cited by applicant]
US 20190374297A1 · Wallace et al. · 2019 [cited by applicant]
US 20190380787A1 · Ye et al. · 2019 [cited by applicant]
US 20200000319A1 · Saadat et al. · 2020 [cited by applicant]
US 20200000526A1 · Zhao · 2020 [cited by applicant]
US 20200000533A1 · Schuh et al. · 2020 [cited by applicant]
US 20200000537A1 · Marsot et al. · 2020 [cited by applicant]
US 20200008655A1 · Schlesinger et al. · 2020 [cited by applicant]
US 20200008678A1 · Barbagli et al. · 2020 [cited by applicant]
US 20200008827A1 · Dearden et al. · 2020 [cited by applicant]
US 20200008874A1 · Barbagli et al. · 2020 [cited by applicant]
US 20200022762A1 · Cassell et al. · 2020 [cited by applicant]
US 20200022767A1 · Hill et al. · 2020 [cited by applicant]
US 20200029948A1 · Wong et al. · 2020 [cited by applicant]
US 20200030044A1 · Wang et al. · 2020 [cited by applicant]
US 20200030461A1 · Sorger · 2020 [cited by applicant]
US 20200030575A1 · Bogusky et al. · 2020 [cited by applicant]
US 20200038123A1 · Graetzel et al. · 2020 [cited by applicant]
US 20200038750A1 · Kojima · 2020 [cited by applicant]
US 20200039086A1 · Meyer et al. · 2020 [cited by applicant]
US 20200043207A1 · Lo et al. · 2020 [cited by applicant]
US 20200046431A1 · Soper et al. · 2020 [cited by applicant]
US 20200046434A1 · Graetzel et al. · 2020 [cited by applicant]
US 20200046436A1 · Tzeisler et al. · 2020 [cited by applicant]
US 20200054399A1 · Duindam et al. · 2020 [cited by applicant]
US 20200060516A1 · Baez, Jr. · 2020 [cited by applicant]
US 20200060771A1 · Lo et al. · 2020 [cited by applicant]
US 20200069192A1 · Sanborn et al. · 2020 [cited by applicant]
US 20200069384A1 · Fenech et al. · 2020 [cited by applicant]
US 20200077870A1 · Dicarlo et al. · 2020 [cited by applicant]
US 20200077991A1 · Gordon et al. · 2020 [cited by applicant]
US 20200078095A1 · Chopra et al. · 2020 [cited by applicant]
US 20200078096A1 · Barbagli et al. · 2020 [cited by applicant]
US 20200078103A1 · Duindam et al. · 2020 [cited by applicant]
US 20200078104A1 · Bailey et al. · 2020 [cited by applicant]
US 20200085514A1 · Blumenkranz · 2020 [cited by applicant]
US 20200085516A1 · DeFonzo et al. · 2020 [cited by applicant]
US 20200093549A1 · Chin et al. · 2020 [cited by applicant]
US 20200093554A1 · Schuh et al. · 2020 [cited by applicant]
US 20200100776A1 · Blumenkranz et al. · 2020 [cited by applicant]
US 20200100845A1 · Julian · 2020 [cited by applicant]
US 20200100853A1 · Ho et al. · 2020 [cited by applicant]
US 20200100855A1 · Leparmentier et al. · 2020 [cited by applicant]
US 20200107894A1 · Wallace et al. · 2020 [cited by applicant]
US 20200107899A1 · Carlson et al. · 2020 [cited by applicant]
US 20200109124A1 · Pomper et al. · 2020 [cited by applicant]
US 20200121170A1 · Gordon et al. · 2020 [cited by applicant]
US 20200129045A1 · Prisco · 2020 [cited by applicant]
US 20200129239A1 · Bianchi et al. · 2020 [cited by applicant]
US 20200138515A1 · Wong · 2020 [cited by applicant]
US 20200146757A1 · Fenech et al. · 2020 [cited by applicant]
US 20200155116A1 · Donhowe et al. · 2020 [cited by applicant]
US 20200163581A1 · Kowshik et al. · 2020 [cited by applicant]
US 20200163726A1 · Tanner et al. · 2020 [cited by applicant]
US 20200170623A1 · Averbuch · 2020 [cited by applicant]
US 20200170720A1 · Ummalaneni · 2020 [cited by applicant]
US 20200171660A1 · Ho et al. · 2020 [cited by applicant]
US 20200179058A1 · Barbagli et al. · 2020 [cited by applicant]
US 20200188038A1 · Donhowe et al. · 2020 [cited by applicant]
US 20200197112A1 · Chin et al. · 2020 [cited by applicant]
US 20200198147A1 · Fredrickson et al. · 2020 [cited by applicant]
US 20200205903A1 · Srinivasan et al. · 2020 [cited by applicant]
US 20200205904A1 · Chopra · 2020 [cited by applicant]
US 20200205908A1 · Julian et al. · 2020 [cited by applicant]
US 20200206472A1 · Ma et al. · 2020 [cited by applicant]
US 20200214664A1 · Zhao et al. · 2020 [cited by applicant]
US 20200217733A1 · Lin et al. · 2020 [cited by applicant]
US 20200222134A1 · Schuh et al. · 2020 [cited by applicant]
US 20200222666A1 · Chan et al. · 2020 [cited by applicant]
US 20200229679A1 · Zhao et al. · 2020 [cited by applicant]
US 20200237458A1 · DeFonzo et al. · 2020 [cited by applicant]
US 20200242767A1 · Zhao et al. · 2020 [cited by applicant]
US 20200253670A1 · Doisneau et al. · 2020 [cited by applicant]
US 20200254223A1 · Duindam et al. · 2020 [cited by applicant]
US 20200261172A1 · Romo et al. · 2020 [cited by applicant]
US 20200261175A1 · Fenech · 2020 [cited by applicant]
US 20200268240A1 · Blumenkranz et al. · 2020 [cited by applicant]
US 20200268459A1 · Noonan · 2020 [cited by applicant]
US 20200268463A1 · Au · 2020 [cited by applicant]
US 20200275860A1 · Duindam · 2020 [cited by applicant]
US 20200275984A1 · Brisson et al. · 2020 [cited by applicant]
US 20200281787A1 · Ruiz · 2020 [cited by applicant]
US 20200289023A1 · Duindam et al. · 2020 [cited by applicant]
US 20200297437A1 · Schuh et al. · 2020 [cited by applicant]
US 20200297442A1 · Adebar et al. · 2020 [cited by applicant]
US 20200305983A1 · Yampolsky et al. · 2020 [cited by applicant]
US 20200305989A1 · Schuh et al. · 2020 [cited by applicant]
US 20200315554A1 · Averbuch et al. · 2020 [cited by applicant]
US 20200323593A1 · Coste-Maniere et al. · 2020 [cited by applicant]
US 20200330167A1 · Romo et al. · 2020 [cited by applicant]
US 20200330795A1 · Sawant et al. · 2020 [cited by applicant]
US 20200345436A1 · Kowshik et al. · 2020 [cited by applicant]
US 20200352420A1 · Graetzel et al. · 2020 [cited by applicant]
US 20200352427A1 · Deyanov · 2020 [cited by applicant]
US 20200352675A1 · Averbuch · 2020 [cited by applicant]
US 20200364865A1 · Donhowe et al. · 2020 [cited by applicant]
US 20200367719A1 · Au · 2020 [cited by applicant]
US 20200367726A1 · Landey et al. · 2020 [cited by applicant]
US 20200367981A1 · Ho et al. · 2020 [cited by applicant]
US 20200375678A1 · Wallace et al. · 2020 [cited by applicant]
US 20200383750A1 · Kemp et al. · 2020 [cited by applicant]
US 20200391010A1 · Fenech et al. · 2020 [cited by applicant]
US 20200405317A1 · Wallace · 2020 [cited by applicant]
US 20200405411A1 · Draper et al. · 2020 [cited by applicant]
US 20200405419A1 · Mao et al. · 2020 [cited by applicant]
US 20200405420A1 · Purohit et al. · 2020 [cited by applicant]
US 20200405423A1 · Schuh · 2020 [cited by applicant]
US 20200405424A1 · Schuh · 2020 [cited by applicant]
US 20200405434A1 · Schuh et al. · 2020 [cited by applicant]
US 20200406002A1 · Romo et al. · 2020 [cited by applicant]
US 20210121051A1 · Altshuler · 2021 [cited by examiner]
US 20220286602A1 · Ben Hassen · 2022 [cited by examiner]
US 20230363836A1 · Pandya · 2023 [cited by examiner]
BR 0013237A · 2003 [cited by applicant]
BR 0116004A · 2004 [cited by applicant]
CZ 486540B1 · 2016 [cited by applicant]
CZ 2486540 · 2016 [cited by applicant]
CZ 2709512 · 2017 [cited by applicant]
CZ 3060157 · 2019 [cited by applicant]
CZ 2884879B1 · 2020 [cited by applicant]
EP 3326551A1 · 2018 [cited by applicant]
EP 3367915A4 · 2019 [cited by applicant]
EP 3413830A4 · 2019 [cited by applicant]
EP 3562423A1 · 2019 [cited by applicant]
EP 3552653A3 · 2019 [cited by applicant]
EP 3576598A1 · 2019 [cited by applicant]
EP 3576599A1 · 2019 [cited by applicant]
EP 3478161A4 · 2020 [cited by applicant]
EP 3641686A2 · 2020 [cited by applicant]
EP 3644820A1 · 2020 [cited by applicant]
EP 3644885A1 · 2020 [cited by applicant]
EP 3644886A1 · 2020 [cited by applicant]
EP 3645100A1 · 2020 [cited by applicant]
EP 3654870A2 · 2020 [cited by applicant]
EP 3668582A2 · 2020 [cited by applicant]
EP 3576599A4 · 2020 [cited by applicant]
MX PA03005028A · 2004 [cited by applicant]
MX 225663B · 2005 [cited by applicant]
MX 226292B · 2005 [cited by applicant]
MX 246862B · 2007 [cited by applicant]
MX 265247B · 2009 [cited by applicant]
MX 284569B · 2011 [cited by applicant]
Extended European Search Report issued in European Patent Application No. 23153302.7 dated Jun. 5, 2023. [cited by applicant]