IP Library Granted Patent US 12,256,995
Granted Patent B2
US 12,256,995 · App. 17/210,839 · Granted Mar 25, 2025

Surgical network recommendations from real time analysis of procedure variables against a baseline highlighting differences from the optimal solution

Inventors: Frederick E. Shelton, IV (Hillsboro, OH); Jason L. Harris (Lebanon, OH); Taylor W. Aronhalt (Loveland, OH)
Assignee: Cilag GmbH International
A61B34/10A61B17/07207A61B34/30A61B90/98G16H20/40G16H40/63A61B2017/00022A61B2017/00057A61B2017/00123A61B2017/00221A61B2017/00398A61B17/320068A61B2018/0063A61B18/14A61B2034/2065A61B2034/252A61B2034/256A61B2218/002A61B2218/006A61B2218/008
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Quick Facts
Patent No.
US 12,256,995
App. No.
17/210,839
Filed
Mar 24, 2021
Granted
Mar 25, 2025
Kind
B2
Art Unit
3682
USPC
705/2
Abstract

Various systems and methods providing recommendations based on analysis of surgical procedure variables are disclosed. A computer system, such as a surgical hub, can be configured to be communicably coupled to a surgical device. The computer system can be programmed to determine contextual data related to the surgical procedure being performed based at least in part of perioperative data received from the surgical device paired with the computer system. Further, the computer system can determine a procedural variable associated with the determined surgical context and then compare the procedural variable to a baseline. Depending upon the outcome of the comparison, the computer system can provide intraoperative or postoperative recommendations to the surgical staff.

Claims (40)

1. A situationally aware surgical system for use during a surgical procedure performed on a patient in a medical facility, the situationally aware surgical system comprising:

surgical hub subsystem comprising a first processor to execute a hub application, wherein the surgical hub subsystem is communicably couplable to a surgical instrument configured to perform a tissue treatment function, wherein the hub application is to receive interoperative data generated by the surgical instrument during the surgical procedure; and

a cloud-based analytics subsystem comprising a second processor and a memory, wherein the memory is to store aggregated data corresponding to a plurality of previous surgical procedures, wherein the second processor and the hub application are communicably couplable via an application programming interface to execute a data analytics module, and wherein the data analytics module is to:

determine a current instrument configuration of the surgical instrument and a step of the surgical procedure being performed using the surgical instrument based on intraoperative data generated by the surgical instrument;

determine a baseline instrument configuration for the step of the surgical procedure based on the aggregated data, wherein the baseline instrument configuration is derived from instrument configurations used during a corresponding step of the previous surgical procedures; and

cause the surgical instrument to implement a modified instrument configuration based on the baseline instrument configuration.

2. The situationally aware surgical system of claim 1 , wherein the data analytics module is to determine a surgical context based on the intraoperative data generated by the surgical instrument, and wherein the data analytics module is to cause the surgical instrument to implement the modified instrument configuration based on the surgical context.

3. The situationally aware surgical system of claim 1 , wherein the data analytics module is to:

access inventory information stored in an inventory database of the medical facility; and

determine that an alternative surgical instrument is available based on the inventory information.

4. The situationally aware surgical system of claim 1 , wherein the data analytics module is to:

access inventory information stored in an inventory database of the medical facility;

determine that an alternative surgical instrument is not available based on the inventory information; and

store in the memory an indication that an intraoperative modification for the current instrument configuration would have been generated to include a recommendation to use the alternate surgical instrument but the alternate surgical instrument was not available.

5. The situationally aware surgical system of claim 1 , wherein the surgical hub subsystem is communicably couplable to a display device, and wherein the data analytics module is to transmit a signal to the display device to cause the display device to overlay an indicator corresponding to the modified instrument configuration over a live video feed of the surgical procedure.

6. The situationally aware surgical system of claim 5 , wherein the live video feed of the surgical procedure is generated by a camera coupled to the surgical instrument.

7. The situationally aware surgical system of claim 5 , wherein the aggregated data further comprises historical information associated with a type of the surgical procedure being performed.

8. The situationally aware surgical system of claim 7 , wherein the modified instrument configuration is determined by the data analytics module based on the type of the surgical procedure.

9. The situationally aware surgical system of claim 7 , wherein the historical information comprises a white paper.

10. The situationally aware surgical system of claim 7 , wherein the historical information comprises a video of at least a portion of at least one of the plurality of previous surgical procedures, and wherein the signal transmitted to the display device comprises the video.

11. The situationally aware surgical system of claim 1 , wherein the data analytics module is to cause the surgical instrument to implement the modified instrument configuration based on perioperative data collected prior to the surgical procedure.

12. A cloud-based analytics system comprising:

a memory to store aggregated data corresponding to a plurality of previous surgical procedures; and

a processor communicably couplable via an application programming interface to a hub application executed by a surgical hub system to execute a data analytics module, wherein the hub application is to receive intraoperative data generated by a surgical instrument during a surgical procedure, wherein the surgical instrument is configured to perform a tissue treatment function, and wherein the data analytics module is to:

determine a current instrument configuration of the surgical instrument and a step of the surgical procedure being performed using the surgical instrument based on the intraoperative data;

determine a baseline instrument configuration for the step of the surgical procedure based on the aggregated data, wherein the baseline instrument configuration is derived from instrument configurations used during a corresponding step of the previous surgical procedures; and

cause the surgical instrument to implement a modified instrument configuration based on the baseline instrument configuration.

13. The cloud-based analytics system of claim 12 , wherein the data analytics module is to determine a surgical context based on the intraoperative data generated by the surgical instrument, and wherein the the data analytics module is to determine the modified instrument configuration based on the surgical context.

14. The cloud-based analytics system of claim 12 , wherein the surgical hub system is communicably couplable to a display device, and wherein the data analytics module is to transmit a signal to cause the display device to overlay a notification corresponding to the modified instrument configuration over a live video feed of the surgical procedure.

15. The cloud-based analytics system of claim 12 , wherein the aggregated data further comprises historical information associated with a type of the surgical procedure being performed.

16. The cloud-based analytics system of claim 15 , wherein the modified instrument configuration is determined by the data analytics module based on the type of the surgical procedure.

17. The cloud-based analytics system of claim 15 , wherein the historical information comprises a white paper.

18. The cloud-based analytics system of claim 15 , wherein the historical information comprises a video of at least a portion of at least one of the plurality of previous surgical procedures.

19. A method comprising:

communicating, by a cloud-based analytics system via an application programming interface, with a hub application executed by a surgical hub system to execute a data analytics module;

receiving, by the data analytics module, intraoperative data collected by a surgical instrument during surgical procedure, wherein the surgical instrument is configured to perform a tissue treatment function;

determining, by the data analytics module, a current instrument configuration of the surgical instrument and a step of the surgical procedure being performed using the surgical instrument based on the intraoperative data;

determining, by the data analytics module, a baseline instrument configuration for the step of the surgical procedure based on aggregated data from previous surgical procedures, wherein the baseline instrument configuration is derived from instrument configurations used during a corresponding step of the previous surgical procedures; and

causing, by the data analytics module, the surgical instrument to implement a modified instrument configuration based on a comparison of the current instrument configuration to the baseline instrument configuration.

20. The method of claim 19 , further comprising determining, by the data analytics module, a surgical context based on the intraoperative data.

Assignments (2)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Jul 6, 2021
From: ETHICON LLC
To: CILAG GMBH INTERNATIONAL
Reel/Frame 056983/0569 →
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Apr 20, 2021
From: SHELTON, FREDERICK E., IV; HARRIS, JASON L.; ARONHALT, TAYLOR W.
To: ETHICON LLC
Reel/Frame 055972/0985 →
Continuity (16)
Continuation 16182290 · Nov 6, 2018
Provisional Application 62729191 · Sep 10, 2018
Provisional Application 62692768 · Jun 30, 2018
Provisional Application 62692747 · Jun 30, 2018
Provisional Application 62692748 · Jun 30, 2018
Provisional Application 62659900 · Apr 19, 2018
Provisional Application 62650882 · Mar 30, 2018
Provisional Application 62650877 · Mar 30, 2018
Provisional Application 62650887 · Mar 30, 2018
Provisional Application 62650898 · Mar 30, 2018
Provisional Application 62640415 · Mar 8, 2018
Provisional Application 62640417 · Mar 8, 2018
Provisional Application 62611340 · Dec 28, 2017
Provisional Application 62611339 · Dec 28, 2017
Provisional Application 62611341 · Dec 28, 2017
Related Publication 20210205020A1 · Jul 8, 2021
References Cited (400)
US 1853416A · Hall · 1932 [cited by applicant]
US 2222125A · Stehlik · 1940 [cited by applicant]
US 3082426A · Miles · 1963 [cited by applicant]
US 3503396A · Pierie et al. · 1970 [cited by applicant]
US 3584628A · Green · 1971 [cited by applicant]
US 3626457A · Duerr et al. · 1971 [cited by applicant]
US 3633584A · Farrell · 1972 [cited by applicant]
US 3759017A · Young · 1973 [cited by applicant]
US 3863118A · Lander et al. · 1975 [cited by applicant]
US 3898545A · Coppa et al. · 1975 [cited by applicant]
US 3912121A · Steffen · 1975 [cited by applicant]
US 3915271A · Harper · 1975 [cited by applicant]
US 3932812A · Milligan · 1976 [cited by applicant]
US 4041362A · Ichiyanagi · 1977 [cited by applicant]
US 4052649A · Greenwell et al. · 1977 [cited by applicant]
US 4087730A · Goles · 1978 [cited by applicant]
US 4157859A · Terry · 1979 [cited by applicant]
US 4171700A · Farin · 1979 [cited by applicant]
US 4202722A · Paquin · 1980 [cited by applicant]
US 4412539A · Jarvik · 1983 [cited by applicant]
US 4448193A · Ivanov · 1984 [cited by applicant]
US 4523695A · Braun et al. · 1985 [cited by applicant]
US 4608160A · Zoch · 1986 [cited by applicant]
US 4614366A · North et al. · 1986 [cited by applicant]
US 4633874A · Chow et al. · 1987 [cited by applicant]
US 4701193A · Robertson et al. · 1987 [cited by applicant]
US 4735603A · Goodson et al. · 1988 [cited by applicant]
US 4788977A · Farin et al. · 1988 [cited by applicant]
US 4827911A · Broadwin et al. · 1989 [cited by applicant]
US 4849752A · Bryant · 1989 [cited by applicant]
US D303787S · Messenger et al. · 1989 [cited by applicant]
US 4892244A · Fox et al. · 1990 [cited by applicant]
US 4962681A · Yang · 1990 [cited by applicant]
US 4976173A · Yang · 1990 [cited by applicant]
US 5010341A · Huntley et al. · 1991 [cited by applicant]
US 5026387A · Thomas · 1991 [cited by applicant]
US 5035692A · Lyon et al. · 1991 [cited by applicant]
US 5042460A · Sakurai et al. · 1991 [cited by applicant]
US 5047043A · Kubota et al. · 1991 [cited by applicant]
US 5084057A · Green et al. · 1992 [cited by applicant]
US 5100402A · Fan · 1992 [cited by applicant]
US D327061S · Soren et al. · 1992 [cited by applicant]
US 5129570A · Schulze et al. · 1992 [cited by applicant]
US 5151102A · Kamiyama et al. · 1992 [cited by applicant]
US 5156315A · Green et al. · 1992 [cited by applicant]
US 5158585A · Saho et al. · 1992 [cited by applicant]
US 5160334A · Billings et al. · 1992 [cited by applicant]
US 5171247A · Hughett et al. · 1992 [cited by applicant]
US 5189277A · Boisvert et al. · 1993 [cited by applicant]
US 5197962A · Sansom et al. · 1993 [cited by applicant]
US 5204669A · Dorfe et al. · 1993 [cited by applicant]
US 5217003A · Wilk · 1993 [cited by applicant]
US 5242474A · Herbst et al. · 1993 [cited by applicant]
US 5253793A · Green et al. · 1993 [cited by applicant]
US 5271543A · Grant et al. · 1993 [cited by applicant]
US RE34519E · Fox et al. · 1994 [cited by applicant]
US 5275323A · Schulze et al. · 1994 [cited by applicant]
US 5318516A · Cosmescu · 1994 [cited by applicant]
US 5318563A · Malis et al. · 1994 [cited by applicant]
US 5322055A · Davison et al. · 1994 [cited by applicant]
US 5342349A · Kaufman · 1994 [cited by applicant]
US 5364003A · Williamson, IV · 1994 [cited by applicant]
US 5383880A · Hooven · 1995 [cited by applicant]
US 5385544A · Edwards et al. · 1995 [cited by applicant]
US 5391144A · Sakurai et al. · 1995 [cited by applicant]
US 5396900A · Slater et al. · 1995 [cited by applicant]
US 5397046A · Savage et al. · 1995 [cited by applicant]
US 5403312A · Yates et al. · 1995 [cited by applicant]
US 5403327A · Thornton et al. · 1995 [cited by applicant]
US 5413267A · Solyntjes et al. · 1995 [cited by applicant]
US 5415335A · Knodell, Jr. · 1995 [cited by applicant]
US 5417699A · Klein et al. · 1995 [cited by applicant]
US 5439468A · Schulze et al. · 1995 [cited by applicant]
US 5445304A · Plyley et al. · 1995 [cited by applicant]
US 5462545A · Wang et al. · 1995 [cited by applicant]
US 5465895A · Knodel et al. · 1995 [cited by applicant]
US 5467911A · Tsuruta et al. · 1995 [cited by applicant]
US 5474566A · Alesi et al. · 1995 [cited by applicant]
US 5485947A · Olson et al. · 1996 [cited by applicant]
US 5496315A · Weaver et al. · 1996 [cited by applicant]
US 5496317A · Goble et al. · 1996 [cited by applicant]
US 5503320A · Webster et al. · 1996 [cited by applicant]
US 5507773A · Huitema et al. · 1996 [cited by applicant]
US 5529235A · Boiarski et al. · 1996 [cited by applicant]
US 5531743A · Nettekoven et al. · 1996 [cited by applicant]
US 5545148A · Wurster · 1996 [cited by applicant]
US 5552685A · Young et al. · 1996 [cited by applicant]
US 5560372A · Cory · 1996 [cited by applicant]
US 5584425A · Savage et al. · 1996 [cited by applicant]
US 5607436A · Pratt et al. · 1997 [cited by applicant]
US 5610379A · Muz et al. · 1997 [cited by applicant]
US 5610811A · Honda · 1997 [cited by applicant]
US 5613966A · Makower et al. · 1997 [cited by applicant]
US 5619881A · Morikawa et al. · 1997 [cited by applicant]
US 5624452A · Yates · 1997 [cited by applicant]
US D379346S · Mieki · 1997 [cited by applicant]
US 5626587A · Bishop et al. · 1997 [cited by applicant]
US 5643291A · Pier et al. · 1997 [cited by applicant]
US 5654750A · Weil et al. · 1997 [cited by applicant]
US 5673841A · Schulze et al. · 1997 [cited by applicant]
US 5673842A · Bittner et al. · 1997 [cited by applicant]
US 5675227A · Roos et al. · 1997 [cited by applicant]
US 5693042A · Boiarski et al. · 1997 [cited by applicant]
US 5693052A · Weaver · 1997 [cited by applicant]
US 5695502A · Pier et al. · 1997 [cited by applicant]
US 5697926A · Weaver · 1997 [cited by applicant]
US 5706998A · Plyley et al. · 1998 [cited by applicant]
US 5718359A · Palmer et al. · 1998 [cited by applicant]
US 5720287A · Chapelon et al. · 1998 [cited by applicant]
US 5724468A · Leone et al. · 1998 [cited by applicant]
US 5725536A · Oberlin et al. · 1998 [cited by applicant]
US 5725542A · Yoon · 1998 [cited by applicant]
US 5735445A · Vidal et al. · 1998 [cited by applicant]
US 5735848A · Yates et al. · 1998 [cited by applicant]
US 5746209A · Yost et al. · 1998 [cited by applicant]
US 5749362A · Funda et al. · 1998 [cited by applicant]
US 5749893A · Vidal et al. · 1998 [cited by applicant]
US 5752644A · Bolanos et al. · 1998 [cited by applicant]
US 5762255A · Chrisman et al. · 1998 [cited by applicant]
US 5762458A · Wang et al. · 1998 [cited by applicant]
US 5766186A · Faraz et al. · 1998 [cited by applicant]
US 5769791A · Benaron et al. · 1998 [cited by applicant]
US 5775331A · Raymond et al. · 1998 [cited by applicant]
US 5796188A · Bays · 1998 [cited by applicant]
US 5797537A · Oberlin et al. · 1998 [cited by applicant]
US 5800350A · Coppleson et al. · 1998 [cited by applicant]
US 5807393A · Williamson, IV et al. · 1998 [cited by applicant]
US D399561S · Ellingson · 1998 [cited by applicant]
US 5817093A · Williamson, IV et al. · 1998 [cited by applicant]
US 5820009A · Melling et al. · 1998 [cited by applicant]
US 5833690A · Yates et al. · 1998 [cited by applicant]
US 5836849A · Mathiak et al. · 1998 [cited by applicant]
US 5836869A · Kudo et al. · 1998 [cited by applicant]
US 5836909A · Cosmescu · 1998 [cited by applicant]
US 5843080A · Fleenor et al. · 1998 [cited by applicant]
US 5846237A · Nettekoven · 1998 [cited by applicant]
US 5849022A · Sakashita et al. · 1998 [cited by applicant]
US 5873873A · Smith et al. · 1999 [cited by applicant]
US 5878938A · Bittner et al. · 1999 [cited by applicant]
US 5893849A · Weaver · 1999 [cited by applicant]
US 5906625A · Bito et al. · 1999 [cited by applicant]
US 5942333A · Arnett et al. · 1999 [cited by applicant]
US 5947996A · Logeman · 1999 [cited by applicant]
US 5968032A · Sleister · 1999 [cited by applicant]
US 5980510A · Tsonton et al. · 1999 [cited by applicant]
US 5987346A · Benaron et al. · 1999 [cited by applicant]
US 5997528A · Bisch et al. · 1999 [cited by applicant]
US 6004269A · Crowley et al. · 1999 [cited by applicant]
US 6010054A · Johnson et al. · 2000 [cited by applicant]
US 6030437A · Gourrier et al. · 2000 [cited by applicant]
US 6036637A · Kudo · 2000 [cited by applicant]
US 6039734A · Goble · 2000 [cited by applicant]
US 6039735A · Greep · 2000 [cited by applicant]
US 6059799A · Aranyi et al. · 2000 [cited by applicant]
US 6066137A · Greep · 2000 [cited by applicant]
US 6079606A · Milliman et al. · 2000 [cited by applicant]
US 6090107A · Borgmeier et al. · 2000 [cited by applicant]
US 6099537A · Sugai et al. · 2000 [cited by applicant]
US 6102907A · Smethers et al. · 2000 [cited by applicant]
US 6109500A · Alli et al. · 2000 [cited by applicant]
US 6113598A · Baker · 2000 [cited by applicant]
US 6126592A · Proch et al. · 2000 [cited by applicant]
US 6126658A · Baker · 2000 [cited by applicant]
US 6131789A · Schulze et al. · 2000 [cited by applicant]
US 6139561A · Shibata et al. · 2000 [cited by applicant]
US 6155473A · Tompkins et al. · 2000 [cited by applicant]
US 6214000B1 · Fleenor et al. · 2001 [cited by applicant]
US 6258105B1 · Hart et al. · 2001 [cited by applicant]
US 6269411B1 · Reasoner · 2001 [cited by applicant]
US 6273887B1 · Yamauchi et al. · 2001 [cited by applicant]
US 6283960B1 · Ashley · 2001 [cited by applicant]
US 6301495B1 · Gueziec et al. · 2001 [cited by applicant]
US 6302881B1 · Farin · 2001 [cited by applicant]
US 6308089B1 · von der Ruhr et al. · 2001 [cited by applicant]
US 6325808B1 · Bernard et al. · 2001 [cited by applicant]
US 6325811B1 · Messerly · 2001 [cited by applicant]
US 6331181B1 · Tierney et al. · 2001 [cited by applicant]
US 6341164B1 · Dilkie et al. · 2002 [cited by applicant]
US 6391102B1 · Bodden et al. · 2002 [cited by applicant]
US 6423057B1 · He et al. · 2002 [cited by applicant]
US 6434416B1 · Mizoguchi et al. · 2002 [cited by applicant]
US 6443973B1 · Whitman · 2002 [cited by applicant]
US 6451015B1 · Rittman, III et al. · 2002 [cited by applicant]
US 6454781B1 · Witt et al. · 2002 [cited by applicant]
US 6457625B1 · Tormala et al. · 2002 [cited by applicant]
US 6461352B2 · Morgan et al. · 2002 [cited by applicant]
US 6466817B1 · Kaula et al. · 2002 [cited by applicant]
US 6480796B2 · Wiener · 2002 [cited by applicant]
US 6482217B1 · Pintor et al. · 2002 [cited by applicant]
US 6524307B1 · Palmerton et al. · 2003 [cited by applicant]
US 6530933B1 · Yeung et al. · 2003 [cited by applicant]
US 6551243B2 · Bocionek et al. · 2003 [cited by applicant]
US 6569109B2 · Sakurai et al. · 2003 [cited by applicant]
US 6582424B2 · Fleenor et al. · 2003 [cited by applicant]
US 6584358B2 · Carter et al. · 2003 [cited by applicant]
US 6585791B1 · Garito et al. · 2003 [cited by applicant]
US 6611793B1 · Burnside et al. · 2003 [cited by applicant]
US 6618626B2 · West, Jr. et al. · 2003 [cited by applicant]
US 6628989B1 · Penner et al. · 2003 [cited by applicant]
US 6633234B2 · Wiener et al. · 2003 [cited by applicant]
US 6648223B2 · Boukhny et al. · 2003 [cited by applicant]
US 6678552B2 · Pearlman · 2004 [cited by applicant]
US 6679899B2 · Wiener et al. · 2004 [cited by applicant]
US 6685704B2 · Greep · 2004 [cited by applicant]
US 6695199B2 · Whitman · 2004 [cited by applicant]
US 6699187B2 · Webb et al. · 2004 [cited by applicant]
US 6731514B2 · Evans · 2004 [cited by applicant]
US 6742895B2 · Robin · 2004 [cited by applicant]
US 6752816B2 · Culp et al. · 2004 [cited by applicant]
US 6760616B2 · Hoey et al. · 2004 [cited by applicant]
US 6770072B1 · Truckai et al. · 2004 [cited by applicant]
US 6773444B2 · Messerly · 2004 [cited by applicant]
US 6775575B2 · Bommannan et al. · 2004 [cited by applicant]
US 6778846B1 · Martinez et al. · 2004 [cited by applicant]
US 6781683B2 · Kacyra et al. · 2004 [cited by applicant]
US 6783524B2 · Anderson et al. · 2004 [cited by applicant]
US 6783525B2 · Greep et al. · 2004 [cited by applicant]
US 6793652B1 · Whitman et al. · 2004 [cited by applicant]
US 6793663B2 · Kneifel et al. · 2004 [cited by applicant]
US 6824539B2 · Novak · 2004 [cited by applicant]
US 6846308B2 · Whitman et al. · 2005 [cited by applicant]
US 6849071B2 · Whitman et al. · 2005 [cited by applicant]
US 6849074B2 · Chen et al. · 2005 [cited by applicant]
US 6852219B2 · Hammond · 2005 [cited by applicant]
US 6863650B1 · Irion · 2005 [cited by applicant]
US 6869430B2 · Balbierz et al. · 2005 [cited by applicant]
US 6869435B2 · Blake, III · 2005 [cited by applicant]
US 6911033B2 · de Guillebon et al. · 2005 [cited by applicant]
US 6913471B2 · Smith · 2005 [cited by applicant]
US 6937892B2 · Leyde et al. · 2005 [cited by applicant]
US 6945981B2 · Donofrio et al. · 2005 [cited by applicant]
US 6951559B1 · Greep · 2005 [cited by applicant]
US 6962587B2 · Johnson et al. · 2005 [cited by applicant]
US 6978921B2 · Shelton, IV et al. · 2005 [cited by applicant]
US 6988649B2 · Shelton, IV et al. · 2006 [cited by applicant]
US 7000818B2 · Shelton, IV et al. · 2006 [cited by applicant]
US 7009511B2 · Mazar et al. · 2006 [cited by applicant]
US 7030146B2 · Baynes et al. · 2006 [cited by applicant]
US 7032798B2 · Whitman et al. · 2006 [cited by applicant]
US 7041941B2 · Faries, Jr. et al. · 2006 [cited by applicant]
US 7044352B2 · Shelton, IV et al. · 2006 [cited by applicant]
US 7044911B2 · Drinan et al. · 2006 [cited by applicant]
US 7044949B2 · Orszulak et al. · 2006 [cited by applicant]
US 7048775B2 · Jornitz et al. · 2006 [cited by applicant]
US 7053752B2 · Wang et al. · 2006 [cited by applicant]
US 7055730B2 · Ehrenfels et al. · 2006 [cited by applicant]
US 7073765B2 · Newkirk · 2006 [cited by applicant]
US 7077853B2 · Kramer et al. · 2006 [cited by applicant]
US 7077856B2 · Whitman · 2006 [cited by applicant]
US 7081096B2 · Brister et al. · 2006 [cited by applicant]
US 7094231B1 · Ellman et al. · 2006 [cited by applicant]
US 7097640B2 · Wang et al. · 2006 [cited by applicant]
US 7103688B2 · Strong · 2006 [cited by applicant]
US 7104949B2 · Anderson et al. · 2006 [cited by applicant]
US 7118564B2 · Ritchie et al. · 2006 [cited by applicant]
US 7121460B1 · Parsons et al. · 2006 [cited by applicant]
US 7137980B2 · Buysse et al. · 2006 [cited by applicant]
US 7140528B2 · Shelton, IV · 2006 [cited by applicant]
US 7143923B2 · Shelton, IV et al. · 2006 [cited by applicant]
US 7143925B2 · Shelton, IV et al. · 2006 [cited by applicant]
US 7147139B2 · Schwemberger et al. · 2006 [cited by applicant]
US 7155316B2 · Sutherland et al. · 2006 [cited by applicant]
US 7164940B2 · Hareyama et al. · 2007 [cited by applicant]
US 7169145B2 · Isaacson et al. · 2007 [cited by applicant]
US 7177533B2 · McFarlin et al. · 2007 [cited by applicant]
US 7182775B2 · de Guillebon et al. · 2007 [cited by applicant]
US 7207472B2 · Wukusick et al. · 2007 [cited by applicant]
US 7208005B2 · Frecker et al. · 2007 [cited by applicant]
US 7217269B2 · El-Galley et al. · 2007 [cited by applicant]
US 7230529B2 · Ketcherside, Jr. et al. · 2007 [cited by applicant]
US 7232447B2 · Gellman et al. · 2007 [cited by applicant]
US 7236817B2 · Papas et al. · 2007 [cited by applicant]
US 7246734B2 · Shelton, IV · 2007 [cited by applicant]
US 7252664B2 · Nasab et al. · 2007 [cited by applicant]
US 7278563B1 · Green · 2007 [cited by applicant]
US 7294106B2 · Birkenbach et al. · 2007 [cited by applicant]
US 7294116B1 · Ellman et al. · 2007 [cited by applicant]
US 7296724B2 · Green et al. · 2007 [cited by applicant]
US 7317955B2 · McGreevy · 2008 [cited by applicant]
US 7328828B2 · Ortiz et al. · 2008 [cited by applicant]
US 7334717B2 · Rethy et al. · 2008 [cited by applicant]
US 7343565B2 · Ying et al. · 2008 [cited by applicant]
US 7344532B2 · Goble et al. · 2008 [cited by applicant]
US 7353068B2 · Tanaka et al. · 2008 [cited by applicant]
US 7362228B2 · Nycz et al. · 2008 [cited by applicant]
US 7371227B2 · Zeiner · 2008 [cited by applicant]
US 7380695B2 · Doll et al. · 2008 [cited by applicant]
US 7383088B2 · Spinelli et al. · 2008 [cited by applicant]
US 7391173B2 · Schena · 2008 [cited by applicant]
US 7407074B2 · Ortiz et al. · 2008 [cited by applicant]
US 7408439B2 · Wang et al. · 2008 [cited by applicant]
US 7413541B2 · Konishi · 2008 [cited by applicant]
US 7422136B1 · Marczyk · 2008 [cited by applicant]
US 7422139B2 · Shelton, IV et al. · 2008 [cited by applicant]
US 7422586B2 · Morris et al. · 2008 [cited by applicant]
US 7423972B2 · Shaham et al. · 2008 [cited by applicant]
US D579876S · Novotney et al. · 2008 [cited by applicant]
US 7445620B2 · Kefer · 2008 [cited by applicant]
US 7457804B2 · Uber, III et al. · 2008 [cited by applicant]
US D583328S · Chiang · 2008 [cited by applicant]
US 7464847B2 · Viola et al. · 2008 [cited by applicant]
US 7464849B2 · Shelton, IV et al. · 2008 [cited by applicant]
US 7496418B2 · Kim et al. · 2009 [cited by applicant]
US D589447S · Sasada et al. · 2009 [cited by applicant]
US 7515961B2 · Germanson et al. · 2009 [cited by applicant]
US 7518502B2 · Austin et al. · 2009 [cited by applicant]
US 7554343B2 · Bromfield · 2009 [cited by applicant]
US 7563259B2 · Takahashi · 2009 [cited by applicant]
US 7568604B2 · Ehrenfels et al. · 2009 [cited by applicant]
US 7575144B2 · Ortiz et al. · 2009 [cited by applicant]
US 7597731B2 · Palmerton et al. · 2009 [cited by applicant]
US 7617137B2 · Kreiner et al. · 2009 [cited by applicant]
US 7621192B2 · Conti et al. · 2009 [cited by applicant]
US 7621898B2 · Lalomia et al. · 2009 [cited by applicant]
US 7631793B2 · Rethy et al. · 2009 [cited by applicant]
US 7637410B2 · Marczyk · 2009 [cited by applicant]
US 7637907B2 · Blaha · 2009 [cited by applicant]
US 7641092B2 · Kruszynski et al. · 2010 [cited by applicant]
US 7644848B2 · Swayze et al. · 2010 [cited by applicant]
US 7667592B2 · Ohyama et al. · 2010 [cited by applicant]
US 7667839B2 · Bates · 2010 [cited by applicant]
US 7670334B2 · Hueil et al. · 2010 [cited by applicant]
US 7694865B2 · Scirica · 2010 [cited by applicant]
US 7699772B2 · Pauker et al. · 2010 [cited by applicant]
US 7699860B2 · Huitema et al. · 2010 [cited by applicant]
US 7717312B2 · Beetel · 2010 [cited by applicant]
US 7720306B2 · Gardiner et al. · 2010 [cited by applicant]
US 7721934B2 · Shelton, IV et al. · 2010 [cited by applicant]
US 7721936B2 · Shalton, IV et al. · 2010 [cited by applicant]
US 7722603B2 · McPherson · 2010 [cited by applicant]
US 7736357B2 · Lee, Jr. et al. · 2010 [cited by applicant]
US 7742176B2 · Braunecker et al. · 2010 [cited by applicant]
US 7743960B2 · Whitman et al. · 2010 [cited by applicant]
US 7753245B2 · Boudreaux et al. · 2010 [cited by applicant]
US 7757028B2 · Druke et al. · 2010 [cited by applicant]
US 7766207B2 · Mather et al. · 2010 [cited by applicant]
US 7766905B2 · Paterson et al. · 2010 [cited by applicant]
US 7770773B2 · Whitman et al. · 2010 [cited by applicant]
US 7771429B2 · Ballard et al. · 2010 [cited by applicant]
US 7776037B2 · Odom · 2010 [cited by applicant]
US 7782789B2 · Stultz et al. · 2010 [cited by applicant]
US 7784663B2 · Shelton, IV · 2010 [cited by applicant]
US 7803151B2 · Whitman · 2010 [cited by applicant]
US 7810692B2 · Hall et al. · 2010 [cited by applicant]
US 7818041B2 · Kim et al. · 2010 [cited by applicant]
US 7819298B2 · Hall et al. · 2010 [cited by applicant]
US 7832612B2 · Baxter, III et al. · 2010 [cited by applicant]
US 7833219B2 · Tashiro et al. · 2010 [cited by applicant]
US 7836085B2 · Petakov et al. · 2010 [cited by applicant]
US 7837079B2 · Holsten et al. · 2010 [cited by applicant]
US 7837680B2 · Isaacson et al. · 2010 [cited by applicant]
US 7841980B2 · Minosawa et al. · 2010 [cited by applicant]
US 7845537B2 · Shelton, IV et al. · 2010 [cited by applicant]
US 7857185B2 · Swayze et al. · 2010 [cited by applicant]
US D631252S · Leslie · 2011 [cited by applicant]
US 7862560B2 · Marion · 2011 [cited by applicant]
US 7862579B2 · Ortiz et al. · 2011 [cited by applicant]
US 7865236B2 · Cory et al. · 2011 [cited by applicant]
US 7884735B2 · Newkirk · 2011 [cited by applicant]
US 7887530B2 · Zemlok et al. · 2011 [cited by applicant]
US 7892337B2 · Palmerton et al. · 2011 [cited by applicant]
US 7907166B2 · Lamprecht et al. · 2011 [cited by applicant]
US 7913891B2 · Doll et al. · 2011 [cited by applicant]
US 7918230B2 · Whitman et al. · 2011 [cited by applicant]
US 7918377B2 · Measamer et al. · 2011 [cited by applicant]
US 7920706B2 · Asokan et al. · 2011 [cited by applicant]
US 7922063B2 · Zemlok et al. · 2011 [cited by applicant]
US 7927014B2 · Dehler · 2011 [cited by applicant]
US 7932826B2 · Fritchie et al. · 2011 [cited by applicant]
US 7942300B2 · Rethy et al. · 2011 [cited by applicant]
US 7945065B2 · Menzl et al. · 2011 [cited by applicant]
US 7945342B2 · Tsai et al. · 2011 [cited by applicant]
US 7950560B2 · Zemlok et al. · 2011 [cited by applicant]
US 7951148B2 · McClurken · 2011 [cited by applicant]
US 7954682B2 · Giordano et al. · 2011 [cited by applicant]
US 7954687B2 · Zemlok et al. · 2011 [cited by applicant]
US 7955322B2 · Devengenzo et al. · 2011 [cited by applicant]
US 7956620B2 · Gilbert · 2011 [cited by applicant]
US 7963433B2 · Whitman et al. · 2011 [cited by applicant]
US 7966269B2 · Bauer et al. · 2011 [cited by applicant]
US 7967180B2 · Scirica · 2011 [cited by applicant]
US 7976553B2 · Shelton, IV et al. · 2011 [cited by applicant]
US 7979157B2 · Anvari · 2011 [cited by applicant]
US 7980443B2 · Scheib et al. · 2011 [cited by applicant]
US 7982776B2 · Dunki-Jacobs et al. · 2011 [cited by applicant]
US 7988028B2 · Farascioni et al. · 2011 [cited by applicant]
US 7993140B2 · Sakezles · 2011 [cited by applicant]
US 7993354B1 · Brecher et al. · 2011 [cited by applicant]
US 7993954B2 · Wieting · 2011 [cited by applicant]
US 7995045B2 · Dunki-Jacobs · 2011 [cited by applicant]
US 8005947B2 · Morris et al. · 2011 [cited by applicant]
US 8007494B1 · Taylor et al. · 2011 [cited by applicant]
US 8007513B2 · Nalagatla et al. · 2011 [cited by applicant]
US 8010180B2 · Quaid et al. · 2011 [cited by applicant]
US 8012170B2 · Whitman et al. · 2011 [cited by applicant]
US 8015976B2 · Shah · 2011 [cited by applicant]
US 8016855B2 · Whitman et al. · 2011 [cited by applicant]
US 8019094B2 · Hsieh et al. · 2011 [cited by applicant]
US 8025199B2 · Whitman et al. · 2011 [cited by applicant]
US 8027710B1 · Dannan · 2011 [cited by applicant]