IP Library Granted Patent US 12,201,702
Granted Patent B1
US 12,201,702 · App. 16/598,482 · Granted Jan 21, 2025

Diagnosis, removal, or mechanical damaging of tumor using plasmonic nanobubbles

Inventors: Dmitri O. Lapotko (Dana Point, CA); Katsiaryna Hleb (Irvine, CA)
Assignee: Masimo Corporation
A61K49/223A61B5/0095A61K49/221
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Quick Facts
Patent No.
US 12,201,702
App. No.
16/598,482
Granted
Jan 21, 2025
Kind
B1
Abstract

Processes of intraoperative diagnosis and elimination of tumors or micro-tumors or cancer cells or tumor micro-environment (TME) with plasmonic nanobubbles (PNBs) are disclosed. The diagnosis and surgical processes disclosed can improve standard onco-surgery through one or more of the following: real-time intraoperative local detection of MRD in vivo with high cancer sensitivity and specificity; real-time guidance of surgery to precisely eliminate resectable MRD with minimal morbidity by resecting only PNB-positive volume instead of a larger volume; intraoperative selective elimination of unresectable MRD through the mechanical impact of lethal cancer cell-specific PNBs without damaging adjacent normal cells and tissues; and prediction of the surgical outcome through the metrics of PNB signals.

Claims (28)

1. A system configured to be used in resection of cancer cells or microtumors, said system comprising:

a plasmonic nanobubbles (“PNB”) probe configured to be coupled to a source of electromagnetic radiation to irradiate a first location of a tissue of a patient that includes bioconjugated nanoparticles at a first energy level to produce PNBs in said tissue, wherein the source is further configured to, when needed, provide the PNB probe with increasing levels of radiation pulses than the first energy level to reach increasing depths of the tissue;

a detector configured to output a response signal responsive to pressure pulses emitted by said PNBs from at least some of the bioconjugated nanoparticles when said tissue includes said cancer cells or microtumors; and

a control system including a signal processor operably communicating with said detector and configured to process information responsive to said response signal to generate an output to a clinician,

wherein, in response to the output indicating presence of a PNB, the control system is configured to instruct resection of a portion of said tissue at the first location defined by a footprint of the PNB probe, and

in response to the output indicating absence of a PNB, the control system is further configured to compare a time response of the response signal with a threshold and output a final instruction based on said comparison.

2. The system of claim 1 , further comprising a robotic surgical arm configured to position or house said PNB probe.

3. The system of Claim 1 , wherein the final instruction is to resect more of said portion even when said processing the information does not indicate a presence of said PNBs.

4. The system of Claim 1 , wherein the final instruction further includes directing a clinician to probe deeper into said portion of said tissue by irradiating the tissue at the first location at a higher energy level than the first energy level.

5. The system of claim 1 , wherein, in response to the output indicating presence of a PNB, the control system is further configured to instruct irradiation of the first location at the first energy level after the resection.

6. The system of claim 1 , further comprising a laparoscopic tool or an endoscope configured to position or house said PNB probe.

7. The system of claim 1 , wherein the final instruction further includes directing a clinician to relocate said PNB probe to a different portion of said tissue.

8. A process that guides a surgeon in resection of cancer cells or microtumors, said process comprising:

irradiating, with a plasmonic nanobubbles (“PNB”) probe having a source of electromagnetic radiation, a first location of a tissue of a patient that includes bioconjugated nanoparticles at a first energy level to produce PNBs in said tissue, wherein the source is further configured to, when needed, provide the PNB probe with increasing levels of radiation pulses than the first energy level to reach increasing depths of the tissue;

outputting from a detector a response signal responsive to pressure pulses emitted by said PNBs from at least some of the bioconjugated nanoparticles when said tissue includes said cancer cells or microtumors;

processing with a digital signal processor information responsive to said response signal to generate an output to a clinician; and

in response to the output indicating presence of a PNB, instructing resection of a portion of said tissue at the first location defined by a footprint of the PNB probe, and

in response to the output indicating absence of a PNB, comparing a time response of the response signal with a threshold and outputting a final instruction based on the comparison.

9. The process of claim 8 , wherein said irradiating, outputting, processing, and generating repeats with each resection of said portion of said tissue.

10. The process of claim 8 , wherein the final instruction is to resect more of said portion even when said processing does not indicate a presence of said PNBs.

11. The process of claim 8 , wherein the final instruction further includes directing said surgeon to probe deeper into said portion of said tissue by irradiating the tissue at the first location at a higher energy level than the first energy level.

12. The process of claim 11 , wherein said irradiating at the higher energy level comprises pulsing said source at a laser pulse fluence of between 10 mJ/cm 2 and 120 mJ/cm 2 .

13. The process of claim 12 , wherein said pulsing said source at said laser pulse fluence comprises pulsing said source at about 60 mJ/cm 2 .

14. The process of claim 8 , wherein said irradiating comprises pulsing said source for a duration not exceeding about 100 ps.

15. The process of claim 8 , wherein said irradiating comprises pulsing said source for a duration of about 30 ps.

16. The process of claim 8 , further comprising, in response to the output indicating presence of a PNB, using the PNB probe to iteratively irradiate the first location of the tissue at the first energy level until the output indicates absence of a PNB.

17. The process of claim 8 , wherein instructing resection of the portion of said tissue at the first location defined by the footprint of the PNB probe comprises sending a command to a robotic surgical arm to perform the resection.

18. The process of claim 8 , wherein the final instruction further includes directing a clinician to relocate said PNB probe to a different portion of said tissue.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Dec 11, 2024
From: LAPOTKO, DMITRI O.; HLEB, KATSIARYNA
To: MASIMO CORPORATION
Reel/Frame 069552/0949 →
Continuity (4)
Continuation 15430321 · Feb 10, 2017
Provisional Application 62294831 · Feb 12, 2016
Provisional Application 62294833 · Feb 12, 2016
Provisional Application 62294824 · Feb 12, 2016
References Cited (400)
US 4174504A · Chenausky · 1979 [cited by applicant]
US 4818710A · Sutherland · 1989 [cited by applicant]
US 4960128A · Gordon et al. · 1990 [cited by applicant]
US 4964408A · Hink et al. · 1990 [cited by applicant]
US 5319355A · Russek · 1994 [cited by applicant]
US 5337744A · Branigan · 1994 [cited by applicant]
US 5341805A · Stavridi et al. · 1994 [cited by applicant]
US D353195S · Savage et al. · 1994 [cited by applicant]
US D353196S · Savage et al. · 1994 [cited by applicant]
US 5377676A · Vari et al. · 1995 [cited by applicant]
US D359546S · Savage et al. · 1995 [cited by applicant]
US 5431170A · Mathews · 1995 [cited by applicant]
US 5436499A · Namavar et al. · 1995 [cited by applicant]
US D361840S · Savage et al. · 1995 [cited by applicant]
US D362063S · Savage et al. · 1995 [cited by applicant]
US D363120S · Savage et al. · 1995 [cited by applicant]
US 5456252A · Vari et al. · 1995 [cited by applicant]
US 5479934A · Imran · 1996 [cited by applicant]
US 5482036A · Diab et al. · 1996 [cited by applicant]
US 5494043A · O'Sullivan et al. · 1996 [cited by applicant]
US 5533511A · Kaspari et al. · 1996 [cited by applicant]
US 5561275A · Savage et al. · 1996 [cited by applicant]
US 5590649A · Caro et al. · 1997 [cited by applicant]
US 5602924A · Durand et al. · 1997 [cited by applicant]
US 5638816A · Kiani-Azarbayjany et al. · 1997 [cited by applicant]
US 5638818A · Diab et al. · 1997 [cited by applicant]
US 5645440A · Tobler et al. · 1997 [cited by applicant]
US 5671914A · Kalkhoran et al. · 1997 [cited by applicant]
US 5726440A · Kalkhoran et al. · 1998 [cited by applicant]
US D393830S · Tobler et al. · 1998 [cited by applicant]
US 5743262A · Lepper, Jr. et al. · 1998 [cited by applicant]
US 5747806A · Khalil et al. · 1998 [cited by applicant]
US 5750994A · Schlager · 1998 [cited by applicant]
US 5758644A · Diab et al. · 1998 [cited by applicant]
US 5760910A · Lepper, Jr. et al. · 1998 [cited by applicant]
US 5890929A · Mills et al. · 1999 [cited by applicant]
US 5919134A · Diab · 1999 [cited by applicant]
US 5987343A · Kinast · 1999 [cited by applicant]
US 5997343A · Mills et al. · 1999 [cited by applicant]
US 6002952A · Diab et al. · 1999 [cited by applicant]
US 6010937A · Karam et al. · 2000 [cited by applicant]
US 6027452A · Flaherty et al. · 2000 [cited by applicant]
US 6040578A · Malin et al. · 2000 [cited by applicant]
US 6066204A · Haven · 2000 [cited by applicant]
US 6115673A · Malin et al. · 2000 [cited by applicant]
US 6124597A · Shehada et al. · 2000 [cited by applicant]
US 6128521A · Marro et al. · 2000 [cited by applicant]
US 6129675A · Jay · 2000 [cited by applicant]
US 6144868A · Parker · 2000 [cited by applicant]
US 6152754A · Gerhardt et al. · 2000 [cited by applicant]
US 6184521B1 · Coffin, IV et al. · 2001 [cited by applicant]
US 6232609B1 · Snyder et al. · 2001 [cited by applicant]
US 6241683B1 · Macklem et al. · 2001 [cited by applicant]
US 6253097B1 · Aronow et al. · 2001 [cited by applicant]
US 6255708B1 · Sudharsanan et al. · 2001 [cited by applicant]
US 6280381B1 · Malin et al. · 2001 [cited by applicant]
US 6285896B1 · Tobler et al. · 2001 [cited by applicant]
US 6308089B1 · von der Ruhr et al. · 2001 [cited by applicant]
US 6317627B1 · Ennen et al. · 2001 [cited by applicant]
US 6321100B1 · Parker · 2001 [cited by applicant]
US 6334065B1 · Al-Ali et al. · 2001 [cited by applicant]
US 6360114B1 · Diab et al. · 2002 [cited by applicant]
US 6368283B1 · Xu et al. · 2002 [cited by applicant]
US 6411373B1 · Garside et al. · 2002 [cited by applicant]
US 6415167B1 · Blank et al. · 2002 [cited by applicant]
US 6430437B1 · Marro · 2002 [cited by applicant]
US 6430525B1 · Weber et al. · 2002 [cited by applicant]
US 6463311B1 · Diab · 2002 [cited by applicant]
US 6470199B1 · Kopotic et al. · 2002 [cited by applicant]
US 6487429B2 · Hockersmith et al. · 2002 [cited by applicant]
US 6505059B1 · Kollias et al. · 2003 [cited by applicant]
US 6525386B1 · Mills et al. · 2003 [cited by applicant]
US 6526300B1 · Kiani et al. · 2003 [cited by applicant]
US 6534012B1 · Hazen et al. · 2003 [cited by applicant]
US 6542764B1 · Al-Ali et al. · 2003 [cited by applicant]
US 6580086B1 · Schulz et al. · 2003 [cited by applicant]
US 6584336B1 · Ali et al. · 2003 [cited by applicant]
US 6587196B1 · Stippick et al. · 2003 [cited by applicant]
US 6587199B1 · Luu · 2003 [cited by applicant]
US 6595316B2 · Cybulski et al. · 2003 [cited by applicant]
US 6597932B2 · Tian et al. · 2003 [cited by applicant]
US 6606511B1 · Ali et al. · 2003 [cited by applicant]
US 6635559B2 · Greenwald et al. · 2003 [cited by applicant]
US 6639668B1 · Trepagnier · 2003 [cited by applicant]
US 6640116B2 · Diab · 2003 [cited by applicant]
US 6640117B2 · Makarewicz et al. · 2003 [cited by applicant]
US 6658276B2 · Kiani et al. · 2003 [cited by applicant]
US 6661161B1 · Lanzo et al. · 2003 [cited by applicant]
US 6697656B1 · Al-Ali · 2004 [cited by applicant]
US 6697658B2 · Al-Ali · 2004 [cited by applicant]
US RE38476E · Diab et al. · 2004 [cited by applicant]
US RE38492E · Diab et al. · 2004 [cited by applicant]
US 6738652B2 · Mattu et al. · 2004 [cited by applicant]
US 6760607B2 · Al-Ali · 2004 [cited by applicant]
US 6788965B2 · Ruchti et al. · 2004 [cited by applicant]
US 6816241B2 · Grubisic · 2004 [cited by applicant]
US 6822564B2 · Al-Ali · 2004 [cited by applicant]
US 6850787B2 · Weber et al. · 2005 [cited by applicant]
US 6850788B2 · Al-Ali · 2005 [cited by applicant]
US 6876931B2 · Lorenz et al. · 2005 [cited by applicant]
US 6920345B2 · Al-Ali et al. · 2005 [cited by applicant]
US 6934570B2 · Kiani et al. · 2005 [cited by applicant]
US 6943348B1 · Coffin, IV · 2005 [cited by applicant]
US 6956649B2 · Acosta et al. · 2005 [cited by applicant]
US 6961598B2 · Diab · 2005 [cited by applicant]
US 6970792B1 · Diab · 2005 [cited by applicant]
US 6985764B2 · Mason et al. · 2006 [cited by applicant]
US 6990364B2 · Ruchti et al. · 2006 [cited by applicant]
US 6998247B2 · Monfre et al. · 2006 [cited by applicant]
US 7003338B2 · Weber et al. · 2006 [cited by applicant]
US 7015451B2 · Dalke et al. · 2006 [cited by applicant]
US 7027849B2 · Al-Ali · 2006 [cited by applicant]
US D526719S · Richie, Jr. et al. · 2006 [cited by applicant]
US 7096052B2 · Mason et al. · 2006 [cited by applicant]
US 7096054B2 · Abdul-Hafiz et al. · 2006 [cited by applicant]
US D529616S · Deros et al. · 2006 [cited by applicant]
US 7133710B2 · Acosta et al. · 2006 [cited by applicant]
US 7142901B2 · Kiani et al. · 2006 [cited by applicant]
US 7225006B2 · Al-Ali et al. · 2007 [cited by applicant]
US RE39672E · Shehada et al. · 2007 [cited by applicant]
US 7230708B2 · Lapotko et al. · 2007 [cited by applicant]
US 7254429B2 · Schurman et al. · 2007 [cited by applicant]
US 7254431B2 · Al-Ali et al. · 2007 [cited by applicant]
US 7254434B2 · Schulz et al. · 2007 [cited by applicant]
US 7274955B2 · Kiani et al. · 2007 [cited by applicant]
US D554263S · Al-Ali et al. · 2007 [cited by applicant]
US 7280858B2 · Al-Ali et al. · 2007 [cited by applicant]
US 7289835B2 · Mansfield et al. · 2007 [cited by applicant]
US 7292883B2 · De Felice et al. · 2007 [cited by applicant]
US 7341559B2 · Schulz et al. · 2008 [cited by applicant]
US 7343186B2 · Lamego et al. · 2008 [cited by applicant]
US D566282S · Al-Ali et al. · 2008 [cited by applicant]
US 7356365B2 · Schurman · 2008 [cited by applicant]
US 7371981B2 · Abdul-Hafiz · 2008 [cited by applicant]
US 7373193B2 · Al-Ali et al. · 2008 [cited by applicant]
US 7377794B2 · Al-Ali et al. · 2008 [cited by applicant]
US 7395158B2 · Monfre et al. · 2008 [cited by applicant]
US 7415297B2 · Al-Ali et al. · 2008 [cited by applicant]
US 7438683B2 · Al-Ali et al. · 2008 [cited by applicant]
US 7483729B2 · Al-Ali et al. · 2009 [cited by applicant]
US D587657S · Al-Ali et al. · 2009 [cited by applicant]
US 7500950B2 · Al-Ali et al. · 2009 [cited by applicant]
US 7509494B2 · Al-Ali · 2009 [cited by applicant]
US 7510849B2 · Schurman et al. · 2009 [cited by applicant]
US 7514725B2 · Wojtczuk et al. · 2009 [cited by applicant]
US 7519406B2 · Blank et al. · 2009 [cited by applicant]
US D592507S · Wachman et al. · 2009 [cited by applicant]
US 7530942B1 · Diab · 2009 [cited by applicant]
US 7593230B2 · Abul-Haj et al. · 2009 [cited by applicant]
US 7596398B2 · Al-Ali et al. · 2009 [cited by applicant]
US 7606608B2 · Blank et al. · 2009 [cited by applicant]
US 7620674B2 · Ruchti et al. · 2009 [cited by applicant]
US D606659S · Kiani et al. · 2009 [cited by applicant]
US 7629039B2 · Eckerbom et al. · 2009 [cited by applicant]
US 7640140B2 · Ruchti et al. · 2009 [cited by applicant]
US 7647083B2 · Al-Ali et al. · 2010 [cited by applicant]
US D609193S · Al-Ali et al. · 2010 [cited by applicant]
US D614305S · Al-Ali et al. · 2010 [cited by applicant]
US 7697966B2 · Monfre et al. · 2010 [cited by applicant]
US 7698105B2 · Ruchti et al. · 2010 [cited by applicant]
US RE41317E · Parker · 2010 [cited by applicant]
US RE41333E · Blank et al. · 2010 [cited by applicant]
US 7729733B2 · Al-Ali et al. · 2010 [cited by applicant]
US 7761127B2 · Al-Ali et al. · 2010 [cited by applicant]
US 7764982B2 · Dalke et al. · 2010 [cited by applicant]
US D621516S · Kiani et al. · 2010 [cited by applicant]
US 7791155B2 · Diab · 2010 [cited by applicant]
US RE41912E · Parker · 2010 [cited by applicant]
US 7880626B2 · Al-Ali et al. · 2011 [cited by applicant]
US 7909772B2 · Popov et al. · 2011 [cited by applicant]
US 7919713B2 · Al-Ali et al. · 2011 [cited by applicant]
US 7937128B2 · Al-Ali · 2011 [cited by applicant]
US 7937129B2 · Mason et al. · 2011 [cited by applicant]
US 7941199B2 · Kiani · 2011 [cited by applicant]
US 7957780B2 · Lamego et al. · 2011 [cited by applicant]
US 7962188B2 · Kiani et al. · 2011 [cited by applicant]
US 7976472B2 · Kiani · 2011 [cited by applicant]
US 7990382B2 · Kiani · 2011 [cited by applicant]
US 7999161B2 · Oraevsky et al. · 2011 [cited by applicant]
US 8008088B2 · Bellott et al. · 2011 [cited by applicant]
US RE42753E · Kiani-Azarbayjany et al. · 2011 [cited by applicant]
US 8028701B2 · Al-Ali et al. · 2011 [cited by applicant]
US 8048040B2 · Kiani · 2011 [cited by applicant]
US 8050728B2 · Al-Ali et al. · 2011 [cited by applicant]
US RE43169E · Parker · 2012 [cited by applicant]
US 8118620B2 · Al-Ali et al. · 2012 [cited by applicant]
US 8130105B2 · Al-Ali et al. · 2012 [cited by applicant]
US 8182443B1 · Kiani · 2012 [cited by applicant]
US 8190223B2 · Al-Ali et al. · 2012 [cited by applicant]
US 8203438B2 · Kiani et al. · 2012 [cited by applicant]
US 8203704B2 · Merritt et al. · 2012 [cited by applicant]
US 8219172B2 · Schurman et al. · 2012 [cited by applicant]
US 8224411B2 · Al-Ali et al. · 2012 [cited by applicant]
US 8229532B2 · Davis · 2012 [cited by applicant]
US 8233955B2 · Al-Ali et al. · 2012 [cited by applicant]
US 8243272B2 · Adams · 2012 [cited by applicant]
US 8255026B1 · Al-Ali · 2012 [cited by applicant]
US 8265723B1 · McHale et al. · 2012 [cited by applicant]
US 8274360B2 · Sampath et al. · 2012 [cited by applicant]
US 8280473B2 · Al-Ali · 2012 [cited by applicant]
US 8315683B2 · Al-Ali et al. · 2012 [cited by applicant]
US RE43860E · Parker · 2012 [cited by applicant]
US 8346330B2 · Lamego · 2013 [cited by applicant]
US 8353842B2 · Al-Ali et al. · 2013 [cited by applicant]
US 8355766B2 · MacNeish, III et al. · 2013 [cited by applicant]
US 8374665B2 · Lamego · 2013 [cited by applicant]
US 8388353B2 · Kiani et al. · 2013 [cited by applicant]
US 8401602B2 · Kiani · 2013 [cited by applicant]
US 8414499B2 · Al-Ali et al. · 2013 [cited by applicant]
US 8418524B2 · Al-Ali · 2013 [cited by applicant]
US 8428967B2 · Olsen et al. · 2013 [cited by applicant]
US 8430817B1 · Al-Ali et al. · 2013 [cited by applicant]
US 8437825B2 · Dalvi et al. · 2013 [cited by applicant]
US 8455290B2 · Siskavich · 2013 [cited by applicant]
US 8457707B2 · Kiani · 2013 [cited by applicant]
US 8471713B2 · Poeze et al. · 2013 [cited by applicant]
US 8473020B2 · Kiani et al. · 2013 [cited by applicant]
US 8509867B2 · Workman et al. · 2013 [cited by applicant]
US 8515509B2 · Bruinsma et al. · 2013 [cited by applicant]
US 8523781B2 · Al-Ali · 2013 [cited by applicant]
US D692145S · Al-Ali et al. · 2013 [cited by applicant]
US 8571617B2 · Reichgott et al. · 2013 [cited by applicant]
US 8571618B1 · Lamego et al. · 2013 [cited by applicant]
US 8571619B2 · Al-Ali et al. · 2013 [cited by applicant]
US 8577431B2 · Lamego et al. · 2013 [cited by applicant]
US 8584345B2 · Al-Ali et al. · 2013 [cited by applicant]
US 8588880B2 · Abdul-Hafiz et al. · 2013 [cited by applicant]
US 8630691B2 · Lamego et al. · 2014 [cited by applicant]
US 8641631B2 · Sierra et al. · 2014 [cited by applicant]
US 8652060B2 · Al-Ali · 2014 [cited by applicant]
US 8666468B1 · Al-Ali · 2014 [cited by applicant]
US 8670811B2 · O'Reilly · 2014 [cited by applicant]
US RE44823E · Parker · 2014 [cited by applicant]
US RE44875E · Kiani et al. · 2014 [cited by applicant]
US 8688183B2 · Bruinsma et al. · 2014 [cited by applicant]
US 8690799B2 · Telfort et al. · 2014 [cited by applicant]
US 8702627B2 · Telfort et al. · 2014 [cited by applicant]
US 8712494B1 · MacNeish, III et al. · 2014 [cited by applicant]
US 8715206B2 · Telfort et al. · 2014 [cited by applicant]
US 8723677B1 · Kiani · 2014 [cited by applicant]
US 8740792B1 · Kiani et al. · 2014 [cited by applicant]
US 8755535B2 · Telfort et al. · 2014 [cited by applicant]
US 8755872B1 · Marinow · 2014 [cited by applicant]
US 8764671B2 · Kiani · 2014 [cited by applicant]
US 8768423B2 · Shakespeare et al. · 2014 [cited by applicant]
US 8771204B2 · Telfort et al. · 2014 [cited by applicant]
US 8781544B2 · Al-Ali et al. · 2014 [cited by applicant]
US 8790268B2 · Al-Ali · 2014 [cited by applicant]
US 8801613B2 · Al-Ali et al. · 2014 [cited by applicant]
US 8821397B2 · Al-Ali et al. · 2014 [cited by applicant]
US 8821415B2 · Al-Ali et al. · 2014 [cited by applicant]
US 8830449B1 · Lamego et al. · 2014 [cited by applicant]
US 8840549B2 · Al-Ali et al. · 2014 [cited by applicant]
US 8852094B2 · Al-Ali et al. · 2014 [cited by applicant]
US 8852994B2 · Wojtczuk et al. · 2014 [cited by applicant]
US 8897847B2 · Al-Ali · 2014 [cited by applicant]
US 8911377B2 · Al-Ali · 2014 [cited by applicant]
US 8989831B2 · Al-Ali et al. · 2015 [cited by applicant]
US 8998809B2 · Kiani · 2015 [cited by applicant]
US 9066666B2 · Kiani · 2015 [cited by applicant]
US 9066680B1 · Al-Ali et al. · 2015 [cited by applicant]
US 9095316B2 · Welch et al. · 2015 [cited by applicant]
US 9106038B2 · Telfort et al. · 2015 [cited by applicant]
US 9107625B2 · Telfort et al. · 2015 [cited by applicant]
US 9131881B2 · Diab et al. · 2015 [cited by applicant]
US 9138180B1 · Coverston et al. · 2015 [cited by applicant]
US 9153112B1 · Kiani et al. · 2015 [cited by applicant]
US 9155497B1 · Plumley et al. · 2015 [cited by applicant]
US 9192329B2 · Al-Ali · 2015 [cited by applicant]
US 9192351B1 · Telfort et al. · 2015 [cited by applicant]
US 9195385B2 · Al-Ali et al. · 2015 [cited by applicant]
US 9211095B1 · Al-Ali · 2015 [cited by applicant]
US 9218454B2 · Kiani et al. · 2015 [cited by applicant]
US 9245668B1 · Vo et al. · 2016 [cited by applicant]
US 9267572B2 · Barker et al. · 2016 [cited by applicant]
US 9277880B2 · Poeze et al. · 2016 [cited by applicant]
US 9307928B1 · Al-Ali et al. · 2016 [cited by applicant]
US 9323894B2 · Kiani · 2016 [cited by applicant]
US D755392S · Hwang et al. · 2016 [cited by applicant]
US 9326712B1 · Kiani · 2016 [cited by applicant]
US 9392945B2 · Al-Ali et al. · 2016 [cited by applicant]
US 9408542B1 · Kinast et al. · 2016 [cited by applicant]
US 9436645B2 · Al-Ali et al. · 2016 [cited by applicant]
US 9445759B1 · Lamego et al. · 2016 [cited by applicant]
US 9474474B2 · Lamego et al. · 2016 [cited by applicant]
US 9480435B2 · Olsen · 2016 [cited by applicant]
US 9510779B2 · Poeze et al. · 2016 [cited by applicant]
US 9517024B2 · Kiani et al. · 2016 [cited by applicant]
US 9532722B2 · Lamego et al. · 2017 [cited by applicant]
US 9560996B2 · Kiani · 2017 [cited by applicant]
US 9579039B2 · Jansen et al. · 2017 [cited by applicant]
US 9622692B2 · Lamego et al. · 2017 [cited by applicant]
US D788312S · Al-Ali et al. · 2017 [cited by applicant]
US 9649054B2 · Lamego et al. · 2017 [cited by applicant]
US 9697928B2 · Al-Ali et al. · 2017 [cited by applicant]
US 9717458B2 · Lamego et al. · 2017 [cited by applicant]
US 9724016B1 · Al-Ali et al. · 2017 [cited by applicant]
US 9724024B2 · Al-Ali · 2017 [cited by applicant]
US 9724025B1 · Kiani et al. · 2017 [cited by applicant]
US 9749232B2 · Sampath et al. · 2017 [cited by applicant]
US 9750442B2 · Olsen · 2017 [cited by applicant]
US 9750461B1 · Telfort · 2017 [cited by applicant]
US 9775545B2 · Al-Ali et al. · 2017 [cited by applicant]
US 9778079B1 · Al-Ali et al. · 2017 [cited by applicant]
US 9782077B2 · Lamego et al. · 2017 [cited by applicant]
US 9787568B2 · Lamego et al. · 2017 [cited by applicant]
US 9808188B1 · Perea et al. · 2017 [cited by applicant]
US 9839379B2 · Al-Ali et al. · 2017 [cited by applicant]
US 9839381B1 · Weber et al. · 2017 [cited by applicant]
US 9847749B2 · Kiani et al. · 2017 [cited by applicant]
US 9848800B1 · Lee et al. · 2017 [cited by applicant]
US 9861298B2 · Eckerbom et al. · 2018 [cited by applicant]
US 9861305B1 · Weber et al. · 2018 [cited by applicant]
US 9877650B2 · Muhsin et al. · 2018 [cited by applicant]
US 9891079B2 · Dalvi · 2018 [cited by applicant]
US 9924897B1 · Abdul-Hafiz · 2018 [cited by applicant]
US 9936917B2 · Poeze et al. · 2018 [cited by applicant]
US 9955937B2 · Telfort · 2018 [cited by applicant]
US 9965946B2 · Al-Ali et al. · 2018 [cited by applicant]
US D820865S · Muhsin et al. · 2018 [cited by applicant]
US 9986952B2 · Dalvi et al. · 2018 [cited by applicant]
US D822215S · Al-Ali et al. · 2018 [cited by applicant]
US D822216S · Barker et al. · 2018 [cited by applicant]
US 10010276B2 · Al-Ali et al. · 2018 [cited by applicant]
US 10086138B1 · Novak, Jr. · 2018 [cited by applicant]
US 10111591B2 · Dyell et al. · 2018 [cited by applicant]
US D833624S · DeJong et al. · 2018 [cited by applicant]
US 10123729B2 · Dyell et al. · 2018 [cited by applicant]
US D835282S · Barker et al. · 2018 [cited by applicant]
US D835283S · Barker et al. · 2018 [cited by applicant]
US D835284S · Barker et al. · 2018 [cited by applicant]
US D835285S · Barker et al. · 2018 [cited by applicant]
US 10149616B2 · Al-Ali et al. · 2018 [cited by applicant]
US 10154815B2 · Al-Ali et al. · 2018 [cited by applicant]
US 10159412B2 · Lamego et al. · 2018 [cited by applicant]
US 10188348B2 · Al-Ali et al. · 2019 [cited by applicant]
US RE47218E · Al-Ali · 2019 [cited by applicant]
US RE47244E · Kiani et al. · 2019 [cited by applicant]
US RE47249E · Kiani et al. · 2019 [cited by applicant]
US 10205291B2 · Scruggs et al. · 2019 [cited by applicant]
US 10226187B2 · Al-Ali et al. · 2019 [cited by applicant]
US 10231657B2 · Al-Ali et al. · 2019 [cited by applicant]
US 10231670B2 · Blank et al. · 2019 [cited by applicant]
US RE47353E · Kiani et al. · 2019 [cited by applicant]
US 10279247B2 · Kiani · 2019 [cited by applicant]
US 10292664B2 · Al-Ali · 2019 [cited by applicant]
US 10299720B2 · Brown et al. · 2019 [cited by applicant]
US 10327337B2 · Schmidt et al. · 2019 [cited by applicant]
US 10327713B2 · Barker et al. · 2019 [cited by applicant]
US 10332630B2 · Al-Ali · 2019 [cited by applicant]
US 10383520B2 · Wojtczuk et al. · 2019 [cited by applicant]
US 10383527B2 · Al-Ali · 2019 [cited by applicant]
US 10388120B2 · Muhsin et al. · 2019 [cited by applicant]
US D864120S · Forrest et al. · 2019 [cited by applicant]
US 10441181B1 · Telfort et al. · 2019 [cited by applicant]
US 10441196B2 · Eckerbom et al. · 2019 [cited by applicant]
US 10448844B2 · Al-Ali et al. · 2019 [cited by applicant]
US 10448871B2 · Al-Ali et al. · 2019 [cited by applicant]
US 10456038B2 · Lamego et al. · 2019 [cited by applicant]
US 10463340B2 · Telfort et al. · 2019 [cited by applicant]
US 10471159B1 · Lapotko et al. · 2019 [cited by applicant]
US 10505311B2 · Al-Ali et al. · 2019 [cited by applicant]
US 10524738B2 · Olsen · 2020 [cited by applicant]
US 10532174B2 · Al-Ali · 2020 [cited by applicant]
US 10537285B2 · Shreim et al. · 2020 [cited by applicant]
US 10542903B2 · Al-Ali et al. · 2020 [cited by applicant]
US 10555678B2 · Dalvi et al. · 2020 [cited by applicant]
US 10568553B2 · O'Neil et al. · 2020 [cited by applicant]
US 10608817B2 · Haider et al. · 2020 [cited by applicant]
US D880477S · Forrest et al. · 2020 [cited by applicant]
US 10617302B2 · Al-Ali et al. · 2020 [cited by applicant]
US 10617335B2 · Al-Ali et al. · 2020 [cited by applicant]
US 10637181B2 · Al-Ali et al. · 2020 [cited by applicant]
US D886849S · Muhsin et al. · 2020 [cited by applicant]
US D887548S · Abdul-Hafiz et al. · 2020 [cited by applicant]
US D887549S · Abdul-Hafiz et al. · 2020 [cited by applicant]
US 10667764B2 · Ahmed et al. · 2020 [cited by applicant]
US D890708S · Forrest et al. · 2020 [cited by applicant]
US 10721785B2 · Al-Ali · 2020 [cited by applicant]
US 10736518B2 · Al-Ali et al. · 2020 [cited by applicant]
US 10750984B2 · Pauley et al. · 2020 [cited by applicant]
US D897098S · Al-Ali · 2020 [cited by applicant]
US 10779098B2 · Iswanto et al. · 2020 [cited by applicant]
US 10827961B1 · Iyengar et al. · 2020 [cited by applicant]
US 10828007B1 · Telfort et al. · 2020 [cited by applicant]
US 10832818B2 · Muhsin et al. · 2020 [cited by applicant]
US 10849554B2 · Shreim et al. · 2020 [cited by applicant]
US 10856750B2 · Indorf et al. · 2020 [cited by applicant]
US D906970S · Forrest et al. · 2021 [cited by applicant]
US D908213S · Abdul-Hafiz et al. · 2021 [cited by applicant]
US 10918281B2 · Al-Ali et al. · 2021 [cited by applicant]
US 10932705B2 · Muhsin et al. · 2021 [cited by applicant]
US 10932729B2 · Kiani et al. · 2021 [cited by applicant]
US 10939878B2 · Kiani et al. · 2021 [cited by applicant]
US 10956950B2 · Al-Ali et al. · 2021 [cited by applicant]
US D916135S · Indorf et al. · 2021 [cited by applicant]
US D917046S · Abdul-Hafiz et al. · 2021 [cited by applicant]
US D917550S · Indorf et al. · 2021 [cited by applicant]
US D917564S · Indorf et al. · 2021 [cited by applicant]
US D917704S · Al-Ali et al. · 2021 [cited by applicant]
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US 12,620,468