Pulse oximetry is a widely accepted noninvasive procedure for measuring the oxygen saturation level of arterial blood, an indicator of a person's oxygen supply. Early detection of a low blood oxygen level is critical in the medical field, for example in critical care and surgical applications, because an insufficient supply of oxygen can result in brain damage and death in a matter of minutes. A typical pulse oximetry system utilizes a sensor applied to a patient's finger. The sensor has an emitter configured with both red and infrared LEDs that project light through the finger to a detector so as to determine the ratio of oxygenated and deoxygenated hemoglobin light absorption. In particular, the detector generates first and second intensity signals responsive to the red and IR wavelengths emitted by the LEDs after absorption by constituents of pulsatile blood flowing within a fleshy medium, such as a finger tip. A pulse oximetry sensor is described in U.S. Pat. No. 6,088,607 titled Low Noise Optical Probe, which is assigned to Masimo Corporation, Irvine, Calif. and incorporated by reference herein.
Capnography comprises the continuous analysis and recording of carbon dioxide concentrations in the respiratory gases of patients. The device used to measure the CO2 concentrations is referred to as a capnometer. CO2 monitoring can be performed on both intubated and non-intubated patients. With non-intubated patients, a nasal cannula is used. Capnography helps to identify situations that can lead to hypoxia if uncorrected. Moreover, it also helps in the swift differential diagnosis of hypoxia before hypoxia can lead to irreversible brain damage. Pulse oximetry is a direct monitor of the oxygenation status of a patient. Capnography, on the other hand, is an indirect monitor that helps in the differential diagnosis of hypoxia so as to enable remedial measures to be taken expeditiously before hypoxia results in an irreversible brain damage.
Multiple physiological parameters, combined, provide a more powerful patient condition assessment tool than when any physiological parameter is used by itself. For example, a combination of parameters can provide greater confidence if an alarm condition is occurring. More importantly, such a combination can be used to give an early warning of a slowly deteriorating patient condition as compared to any single parameter threshold, which may not indicate such a condition for many minutes. Conditions such as hypovolemia, hypotension, and airway obstruction may develop slowly over time. A physiological parameter system that combines multiple parameters so as to provide an early warning could have a major effect on the morbidity and mortality outcome in such cases.
Further, a greater emphasis has been put on decreasing the pain level of patients on the ward. Accordingly, patients are often given an IV setup that enables the patient to increase the level of analgesia at will. In certain situations, however, the patient's input must be ignored so as to avoid over medication. Complications from over sedation may include hypotension, tachycardia, bradycardia, hypoventilation and apnea. A physiological parameter system that uses pulse oximetry monitoring of SpO2 and pulse rate in conjunction with patient controlled analgesia (PCA) can aid in patient safety. Utilization of conventional pulse oximetry in conjunction with PCA, however, can result in the patient being erroneously denied pain medication. Conventional monitors are susceptible to patient motion, which is likely to increase with rising pain. Further, conventional monitors do not provide an indication of output reliability.
Advanced pulse oximetry is motion tolerant and also provides one or more indications of signal quality of data confidence. These indicators can be used as arbitrators in decision algorithms for adjusting the PCA administration and sedation monitoring. Further, advanced pulse oximetry can provide parameters in addition to oxygen saturation and pulse rate, such as perfusion index (PI). For example hypotension can be assessed by changes in PI, which may be associated with changes in pulse rate. Motion tolerant pulse oximetry is described in U.S. Pat. No. 6,699,194 titled Signal Processing Apparatus and Method; signal quality and data confidence indicators are described in U.S. Pat. No. 6,684,090 titled Pulse Oximetry Data Confidence Indicator, both of which are assigned to Masimo Corporation, Irvine, Calif. and incorporated by reference herein.
One aspect of a physiological parameter system in a first parameter input responsive to a first physiological sensor and a second parameter input responsive to a second physiological sensor. A processor is adapted to combine the parameters and predetermined limits for the parameters so as to generate an alarm output.
Another aspect of a physiological parameter system is a parameter input responsive to a physiological sensor and a quality indicator input relating to confidence in the parameter input. A processor is adapted to combine the parameter input, the quality indicator input and predetermined limits for the parameter input and the quality indicator input so as to generate a control output.
A physiological parameter method comprises the steps of inputting a parameter responsive to a physiological sensor and inputting a quality indicator related to data confidence for the parameter. A control signal is output from the combination of the parameter and the quality indicator. The control signal is adapted to affect the operation of a medical-related device.
The inputs 101 are processed in combination to generate one or more outputs 102 comprising alarms, diagnostics and controls. Alarms may be used to alert medical personnel to a deteriorating condition in a patient under their care. Diagnostics may be used to assist medical personnel in determining a patient condition. Controls may be used to affect the operation of a medical-related device. Other measurement parameters 130 that can be input to the monitor may include or relate to one or more of ECG, blood glucose, blood pressure (BP), temperature (T), HbCO and MetHb, to name a few.
As shown in
As shown in
In one embodiment, the slope detectors 510, 530 are responsive to a negative trend in the SpO2 501 and ETCO2 503 inputs, respectively. Accordingly, the diagnostic output 505 indicates a potential embolism or cardiac arrest. In another embodiment, the SpO2 slope detector 510 is responsive to negative trends in the SpO2 501 input, and the ETCO2 slope detector 530 is responsive to a positive trend in the ETCO2 503 input. Accordingly, the diagnostic output 505 indicates a potential airway obstruction. The diagnostic output 505 can trigger an alarm, initiate a display, or signal a nursing station, to name a few.
As shown in
As shown in
A physiological parameter system has been disclosed in detail in connection with various embodiments. These embodiments are disclosed by way of examples only and are not to limit the scope of the claims that follow. One of ordinary skill in the art will appreciate many variations and modifications. For example, the control output 608 (
This application is a divisional of U.S. patent application Ser. No. 12/188,154, titled Physiological Parameter System, filed Aug. 7, 2008, and U.S. patent application Ser. No. 11/075,389 (now U.S. Pat. No. 7,415,297), titled Physiological Parameter System, filed Mar. 8, 2005, which relates to and claims the benefit of U.S. Provisional Applications No. 60/551,165, titled Combined Physiological Parameter Monitor, filed Mar. 8, 2004 and No. 60/600,640, titled Physiological Parameter Controller, filed Aug. 11, 2004. Each of the foregoing applications are incorporated by reference herein.
Number | Name | Date | Kind |
---|---|---|---|
4453218 | Sperinde et al. | Jun 1984 | A |
4729381 | Harada | Mar 1988 | A |
4960128 | Gordon et al. | Oct 1990 | A |
4964408 | Hink et al. | Oct 1990 | A |
5041187 | Hink et al. | Aug 1991 | A |
5069213 | Polczynski | Dec 1991 | A |
5123420 | Paret | Jun 1992 | A |
5163438 | Gordon et al. | Nov 1992 | A |
5319355 | Russek | Jun 1994 | A |
5337744 | Branigan | Aug 1994 | A |
5341805 | Stavridi et al. | Aug 1994 | A |
D353195 | Savage et al. | Dec 1994 | S |
D353196 | Savage et al. | Dec 1994 | S |
5377676 | Vari et al. | Jan 1995 | A |
D359546 | Savage et al. | Jun 1995 | S |
5431170 | Mathews | Jul 1995 | A |
D361840 | Savage et al. | Aug 1995 | S |
D362063 | Savage et al. | Sep 1995 | S |
5452717 | Branigan et al. | Sep 1995 | A |
D363120 | Savage et al. | Oct 1995 | S |
5456252 | Vari et al. | Oct 1995 | A |
5479934 | Imran | Jan 1996 | A |
5482036 | Diab et al. | Jan 1996 | A |
5490505 | Diab et al. | Feb 1996 | A |
5494043 | O'Sullivan et al. | Feb 1996 | A |
5533511 | Kaspari et al. | Jul 1996 | A |
5534851 | Russek | Jul 1996 | A |
5561275 | Savage et al. | Oct 1996 | A |
5562002 | Lalin | Oct 1996 | A |
5590649 | Caro et al. | Jan 1997 | A |
5602924 | Durand et al. | Feb 1997 | A |
5632272 | Diab et al. | May 1997 | A |
5638816 | Kiani-Azarbayjany et al. | Jun 1997 | A |
5638818 | Diab et al. | Jun 1997 | A |
5645440 | Tobler et al. | Jul 1997 | A |
5685299 | Diab et al. | Nov 1997 | A |
D393830 | Tobler et al. | Apr 1998 | S |
5743262 | Lepper, Jr. et al. | Apr 1998 | A |
5758644 | Diab et al. | Jun 1998 | A |
5760910 | Lepper, Jr. et al. | Jun 1998 | A |
5769785 | Diab et al. | Jun 1998 | A |
5782757 | Diab et al. | Jul 1998 | A |
5785659 | Caro et al. | Jul 1998 | A |
5791347 | Flaherty et al. | Aug 1998 | A |
5810734 | Caro et al. | Sep 1998 | A |
5823950 | Diab et al. | Oct 1998 | A |
5830131 | Caro et al. | Nov 1998 | A |
5833618 | Caro et al. | Nov 1998 | A |
5860919 | Kiani-Azarbayjany et al. | Jan 1999 | A |
5890929 | Mills et al. | Apr 1999 | A |
5895371 | Levitas | Apr 1999 | A |
5904654 | Wohltmann et al. | May 1999 | A |
5919134 | Diab | Jul 1999 | A |
5934925 | Tobler et al. | Aug 1999 | A |
5940182 | Lepper, Jr. et al. | Aug 1999 | A |
5957885 | Bollish | Sep 1999 | A |
5995855 | Kiani et al. | Nov 1999 | A |
5997343 | Mills et al. | Dec 1999 | A |
6002952 | Diab et al. | Dec 1999 | A |
6005658 | Kaluza | Dec 1999 | A |
6010483 | Spencer | Jan 2000 | A |
6011986 | Diab et al. | Jan 2000 | A |
6027452 | Flaherty et al. | Feb 2000 | A |
6036642 | Diab et al. | Mar 2000 | A |
6045509 | Caro et al. | Apr 2000 | A |
6053887 | Levitas | Apr 2000 | A |
6067462 | Diab et al. | May 2000 | A |
6081735 | Diab et al. | Jun 2000 | A |
6088607 | Diab et al. | Jul 2000 | A |
6110522 | Lepper, Jr. et al. | Aug 2000 | A |
6124597 | Shehada | Sep 2000 | A |
6128521 | Marro et al. | Oct 2000 | A |
6129675 | Jay | Oct 2000 | A |
6144868 | Parker | Nov 2000 | A |
6151516 | Kiani-Azarbayjany et al. | Nov 2000 | A |
6152754 | Gerhardt et al. | Nov 2000 | A |
6157850 | Diab et al. | Dec 2000 | A |
6165005 | Mills et al. | Dec 2000 | A |
6184521 | Coffin, IV et al. | Feb 2001 | B1 |
6206830 | Diab et al. | Mar 2001 | B1 |
6215403 | Chan et al. | Apr 2001 | B1 |
6229856 | Diab et al. | May 2001 | B1 |
6232609 | Snyder et al. | May 2001 | B1 |
6236872 | Diab et al. | May 2001 | B1 |
6241683 | Macklem et al. | Jun 2001 | B1 |
6253097 | Aronow et al. | Jun 2001 | B1 |
6256523 | Diab et al. | Jul 2001 | B1 |
6263222 | Diab et al. | Jul 2001 | B1 |
6278522 | Lepper, Jr. et al. | Aug 2001 | B1 |
6280213 | Tobler et al. | Aug 2001 | B1 |
6285896 | Tobler et al. | Sep 2001 | B1 |
6301493 | Marro et al. | Oct 2001 | B1 |
6317627 | Ennen et al. | Nov 2001 | B1 |
6321100 | Parker | Nov 2001 | B1 |
6325761 | Jay | Dec 2001 | B1 |
6334065 | Al-Ali et al. | Dec 2001 | B1 |
6337629 | Bader | Jan 2002 | B1 |
6343224 | Parker | Jan 2002 | B1 |
6349228 | Kiani et al. | Feb 2002 | B1 |
6360114 | Diab | Mar 2002 | B1 |
6368283 | Xu et al. | Apr 2002 | B1 |
6371921 | Caro et al. | Apr 2002 | B1 |
6377829 | Al-Ali | Apr 2002 | B1 |
6388240 | Schulz et al. | May 2002 | B2 |
6397091 | Diab et al. | May 2002 | B2 |
6430437 | Marro | Aug 2002 | B1 |
6430525 | Weber et al. | Aug 2002 | B1 |
6449501 | Reuss | Sep 2002 | B1 |
6463311 | Diab | Oct 2002 | B1 |
6470199 | Kopotic et al. | Oct 2002 | B1 |
6501975 | Diab et al. | Dec 2002 | B2 |
6505059 | Kollias et al. | Jan 2003 | B1 |
6515273 | Al-Ali | Feb 2003 | B2 |
6519487 | Parker | Feb 2003 | B1 |
6525386 | Mills et al. | Feb 2003 | B1 |
6526300 | Kiani et al. | Feb 2003 | B1 |
6541756 | Schulz et al. | Apr 2003 | B2 |
6542764 | Al-Ali et al. | Apr 2003 | B1 |
6580086 | Schulz et al. | Jun 2003 | B1 |
6584336 | Ali et al. | Jun 2003 | B1 |
6595316 | Cybulski et al. | Jul 2003 | B2 |
6597932 | Tian et al. | Jul 2003 | B2 |
6597933 | Kiani et al. | Jul 2003 | B2 |
6606511 | Ali et al. | Aug 2003 | B1 |
6632181 | Flaherty et al. | Oct 2003 | B2 |
6639668 | Trepagnier | Oct 2003 | B1 |
6640116 | Diab | Oct 2003 | B2 |
6643530 | Diab et al. | Nov 2003 | B2 |
6650917 | Diab et al. | Nov 2003 | B2 |
6654624 | Diab et al. | Nov 2003 | B2 |
6654632 | Lange | Nov 2003 | B2 |
6658276 | Kiani et al. | Dec 2003 | B2 |
6661161 | Lanzo et al. | Dec 2003 | B1 |
6671531 | Al-Ali et al. | Dec 2003 | B2 |
6678543 | Diab et al. | Jan 2004 | B2 |
6684090 | Ali et al. | Jan 2004 | B2 |
6684091 | Parker | Jan 2004 | B2 |
6697656 | Al-Ali | Feb 2004 | B1 |
6697657 | Shehada et al. | Feb 2004 | B1 |
6697658 | Al-Ali | Feb 2004 | B2 |
RE38476 | Diab et al. | Mar 2004 | E |
6699194 | Diab et al. | Mar 2004 | B1 |
6714803 | Mortz | Mar 2004 | B1 |
6714804 | Al-Ali et al. | Mar 2004 | B2 |
RE38492 | Diab et al. | Apr 2004 | E |
6721582 | Trepagnier et al. | Apr 2004 | B2 |
6721585 | Parker | Apr 2004 | B1 |
6725075 | Al-Ali | Apr 2004 | B2 |
6728560 | Kollias et al. | Apr 2004 | B2 |
6735459 | Parker | May 2004 | B2 |
6745060 | Diab et al. | Jun 2004 | B2 |
6751499 | Lange | Jun 2004 | B2 |
6757558 | Lange | Jun 2004 | B2 |
6760607 | Al-Ali | Jul 2004 | B2 |
6768920 | Lange | Jul 2004 | B2 |
6770028 | Ali et al. | Aug 2004 | B1 |
6771994 | Kiani et al. | Aug 2004 | B2 |
6792300 | Diab et al. | Sep 2004 | B1 |
6813511 | Diab et al. | Nov 2004 | B2 |
6816741 | Diab | Nov 2004 | B2 |
6822564 | Al-Ali | Nov 2004 | B2 |
6826419 | Diab et al. | Nov 2004 | B2 |
6826426 | Lange | Nov 2004 | B2 |
6830711 | Mills et al. | Dec 2004 | B2 |
6847899 | Allgeyer | Jan 2005 | B2 |
6850787 | Weber et al. | Feb 2005 | B2 |
6850788 | Al-Ali | Feb 2005 | B2 |
6852083 | Caro et al. | Feb 2005 | B2 |
6861639 | Al-Ali | Mar 2005 | B2 |
6898452 | Al-Ali et al. | May 2005 | B2 |
6920345 | Al-Ali et al. | Jul 2005 | B2 |
6931268 | Kiani-Azarbayjany et al. | Aug 2005 | B1 |
6934570 | Kiani et al. | Aug 2005 | B2 |
6939305 | Flaherty et al. | Sep 2005 | B2 |
6943348 | Coffin, IV | Sep 2005 | B1 |
6950687 | Al-Ali | Sep 2005 | B2 |
6961598 | Diab | Nov 2005 | B2 |
6970792 | Diab | Nov 2005 | B1 |
6979812 | Al-Ali | Dec 2005 | B2 |
6985764 | Mason et al. | Jan 2006 | B2 |
6987994 | Mortz | Jan 2006 | B1 |
6993371 | Kiani et al. | Jan 2006 | B2 |
6996427 | Ali et al. | Feb 2006 | B2 |
6999904 | Weber et al. | Feb 2006 | B2 |
7003338 | Weber et al. | Feb 2006 | B2 |
7003339 | Diab et al. | Feb 2006 | B2 |
7015451 | Dalke et al. | Feb 2006 | B2 |
7024233 | Ali et al. | Apr 2006 | B2 |
7027849 | Al-Ali | Apr 2006 | B2 |
7030749 | Al-Ali | Apr 2006 | B2 |
7039449 | Al-Ali | May 2006 | B2 |
7041060 | Flaherty et al. | May 2006 | B2 |
7044918 | Diab | May 2006 | B2 |
7067893 | Mills et al. | Jun 2006 | B2 |
7081095 | Lynn | Jul 2006 | B2 |
7096052 | Mason et al. | Aug 2006 | B2 |
7096054 | Abdul-Hafiz et al. | Aug 2006 | B2 |
7132641 | Schulz et al. | Nov 2006 | B2 |
7142901 | Kiani et al. | Nov 2006 | B2 |
7149561 | Diab | Dec 2006 | B2 |
7186966 | Al-Ali | Mar 2007 | B2 |
7190261 | Al-Ali | Mar 2007 | B2 |
7215984 | Diab | May 2007 | B2 |
7215986 | Diab | May 2007 | B2 |
7221971 | Diab | May 2007 | B2 |
7225006 | Al-Ali et al. | May 2007 | B2 |
7225007 | Al-Ali | May 2007 | B2 |
RE39672 | Shehada et al. | Jun 2007 | E |
7239905 | Kiani-Azarbayjany et al. | Jul 2007 | B2 |
7245953 | Parker | Jul 2007 | B1 |
7254429 | Schurman et al. | Aug 2007 | B2 |
7254431 | Al-Ali | Aug 2007 | B2 |
7254433 | Diab et al. | Aug 2007 | B2 |
7254434 | Schulz et al. | Aug 2007 | B2 |
7272425 | Al-Ali | Sep 2007 | B2 |
7274955 | Kiani et al. | Sep 2007 | B2 |
D554263 | Al-Ali | Oct 2007 | S |
7280858 | Al-Ali et al. | Oct 2007 | B2 |
7289835 | Mansfield et al. | Oct 2007 | B2 |
7292883 | De Felice et al. | Nov 2007 | B2 |
7295866 | Al-Ali | Nov 2007 | B2 |
7316231 | Hickle | Jan 2008 | B2 |
7328053 | Diab et al. | Feb 2008 | B1 |
7332784 | Mills et al. | Feb 2008 | B2 |
7340287 | Mason et al. | Mar 2008 | B2 |
7341559 | Schulz et al. | Mar 2008 | B2 |
7343186 | Lamego et al. | Mar 2008 | B2 |
D566282 | Al-Ali et al. | Apr 2008 | S |
7355512 | Al-Ali | Apr 2008 | B1 |
7356365 | Schurman | Apr 2008 | B2 |
7371981 | Abdul-Hafiz | May 2008 | B2 |
7373193 | Al-Ali et al. | May 2008 | B2 |
7373194 | Weber et al. | May 2008 | B2 |
7376453 | Diab et al. | May 2008 | B1 |
7377794 | Al Ali et al. | May 2008 | B2 |
7377899 | Weber et al. | May 2008 | B2 |
7383070 | Diab et al. | Jun 2008 | B2 |
7407485 | Huiku | Aug 2008 | B2 |
7415297 | Al-Ali | Aug 2008 | B2 |
7428432 | Ali et al. | Sep 2008 | B2 |
7438683 | Al-Ali et al. | Oct 2008 | B2 |
7440787 | Diab | Oct 2008 | B2 |
7454240 | Diab et al. | Nov 2008 | B2 |
7467002 | Weber et al. | Dec 2008 | B2 |
7469157 | Diab et al. | Dec 2008 | B2 |
7471969 | Diab | Dec 2008 | B2 |
7471971 | Diab et al. | Dec 2008 | B2 |
7483729 | Al-Ali et al. | Jan 2009 | B2 |
7483730 | Diab et al. | Jan 2009 | B2 |
7489958 | Diab et al. | Feb 2009 | B2 |
7496391 | Diab et al. | Feb 2009 | B2 |
7496393 | Diab et al. | Feb 2009 | B2 |
D587657 | Al-Ali et al. | Mar 2009 | S |
7499741 | Diab et al. | Mar 2009 | B2 |
7499835 | Weber et al. | Mar 2009 | B2 |
7500950 | Al-Ali et al. | Mar 2009 | B2 |
7509154 | Diab et al. | Mar 2009 | B2 |
7509494 | Al-Ali | Mar 2009 | B2 |
7510849 | Schurman et al. | Mar 2009 | B2 |
7526328 | Diab et al. | Apr 2009 | B2 |
7530942 | Diab | May 2009 | B1 |
7530949 | Al Ali et al. | May 2009 | B2 |
7530955 | Diab et al. | May 2009 | B2 |
7563110 | Al-Ali et al. | Jul 2009 | B2 |
7596398 | Al-Ali et al. | Sep 2009 | B2 |
7618375 | Flaherty | Nov 2009 | B2 |
D606659 | Kiani et al. | Dec 2009 | S |
7647083 | Al-Ali et al. | Jan 2010 | B2 |
D609193 | Al-Ali et al. | Feb 2010 | S |
D614305 | Al-Ali et al. | Apr 2010 | S |
RE41317 | Parker | May 2010 | E |
7729733 | Al-Ali et al. | Jun 2010 | B2 |
7734320 | Al-Ali | Jun 2010 | B2 |
7761127 | Al-Ali et al. | Jul 2010 | B2 |
7761128 | Al-Ali et al. | Jul 2010 | B2 |
7764982 | Dalke et al. | Jul 2010 | B2 |
D621516 | Kiani et al. | Aug 2010 | S |
7791155 | Diab | Sep 2010 | B2 |
7801581 | Diab | Sep 2010 | B2 |
7822452 | Schurman et al. | Oct 2010 | B2 |
RE41912 | Parker | Nov 2010 | E |
7844313 | Kiani et al. | Nov 2010 | B2 |
7844314 | Al-Ali | Nov 2010 | B2 |
7844315 | Al-Ali | Nov 2010 | B2 |
7865222 | Weber et al. | Jan 2011 | B2 |
7873497 | Weber et al. | Jan 2011 | B2 |
7880606 | Al-Ali | Feb 2011 | B2 |
7880626 | Al-Ali et al. | Feb 2011 | B2 |
7891355 | Al-Ali et al. | Feb 2011 | B2 |
7894868 | Al-Ali et al. | Feb 2011 | B2 |
7899507 | Al-Ali et al. | Mar 2011 | B2 |
7899518 | Trepagnier et al. | Mar 2011 | B2 |
7904132 | Weber et al. | Mar 2011 | B2 |
7909772 | Popov et al. | Mar 2011 | B2 |
7910875 | Al-Ali | Mar 2011 | B2 |
7919713 | Al-Ali et al. | Apr 2011 | B2 |
7937128 | Al-Ali | May 2011 | B2 |
7937129 | Mason et al. | May 2011 | B2 |
7937130 | Diab et al. | May 2011 | B2 |
7941199 | Kiani | May 2011 | B2 |
7951086 | Flaherty et al. | May 2011 | B2 |
7957780 | Lamego et al. | Jun 2011 | B2 |
7962188 | Kiani et al. | Jun 2011 | B2 |
7962190 | Diab et al. | Jun 2011 | B1 |
7976472 | Kiani | Jul 2011 | B2 |
7988637 | Diab | Aug 2011 | B2 |
7990382 | Kiani | Aug 2011 | B2 |
7991446 | Al-Ali et al. | Aug 2011 | B2 |
8000761 | Al-Ali | Aug 2011 | B2 |
8008088 | Bellott et al. | Aug 2011 | B2 |
RE42753 | Kiani-Azarbayjany et al. | Sep 2011 | E |
8019400 | Diab et al. | Sep 2011 | B2 |
8028701 | Al-Ali et al. | Oct 2011 | B2 |
8029765 | Bellott et al. | Oct 2011 | B2 |
8036728 | Diab et al. | Oct 2011 | B2 |
8046040 | Ali et al. | Oct 2011 | B2 |
8046041 | Diab et al. | Oct 2011 | B2 |
8046042 | Diab et al. | Oct 2011 | B2 |
8048040 | Kiani | Nov 2011 | B2 |
8050728 | Al-Ali et al. | Nov 2011 | B2 |
RE43169 | Parker | Feb 2012 | E |
8118620 | Al-Ali et al. | Feb 2012 | B2 |
8126528 | Diab et al. | Feb 2012 | B2 |
8128572 | Diab et al. | Mar 2012 | B2 |
8130105 | Al-Ali et al. | Mar 2012 | B2 |
8145287 | Diab et al. | Mar 2012 | B2 |
8150487 | Diab et al. | Apr 2012 | B2 |
8175672 | Parker | May 2012 | B2 |
8180420 | Diab et al. | May 2012 | B2 |
8182443 | Kiani | May 2012 | B1 |
8185180 | Diab et al. | May 2012 | B2 |
8190223 | Al-Ali et al. | May 2012 | B2 |
8190227 | Diab et al. | May 2012 | B2 |
8203438 | Kiani et al. | Jun 2012 | B2 |
8203704 | Merritt et al. | Jun 2012 | B2 |
8224411 | Al-Ali et al. | Jul 2012 | B2 |
8228181 | Al-Ali | Jul 2012 | B2 |
8229533 | Diab et al. | Jul 2012 | B2 |
8233955 | Al-Ali et al. | Jul 2012 | B2 |
8244325 | Al-Ali et al. | Aug 2012 | B2 |
8255026 | Al-Ali | Aug 2012 | B1 |
8255027 | Al-Ali et al. | Aug 2012 | B2 |
8255028 | Al-Ali et al. | Aug 2012 | B2 |
8260577 | Weber et al. | Sep 2012 | B2 |
8265723 | McHale et al. | Sep 2012 | B1 |
8274360 | Sampath et al. | Sep 2012 | B2 |
8301217 | Al-Ali et al. | Oct 2012 | B2 |
8310336 | Muhsin et al. | Nov 2012 | B2 |
8315683 | Al-Ali et al. | Nov 2012 | B2 |
RE43860 | Parker | Dec 2012 | E |
8337403 | Al-Ali et al. | Dec 2012 | B2 |
8346330 | Lamego | Jan 2013 | B2 |
8353842 | Al-Ali et al. | Jan 2013 | B2 |
8355766 | MacNeish, III et al. | Jan 2013 | B2 |
8359080 | Diab et al. | Jan 2013 | B2 |
8364223 | Al-Ali et al. | Jan 2013 | B2 |
8364226 | Diab et al. | Jan 2013 | B2 |
8374665 | Lamego | Feb 2013 | B2 |
8385995 | Al-Ali et al. | Feb 2013 | B2 |
8385996 | Smith et al. | Feb 2013 | B2 |
8388353 | Kiani et al. | Mar 2013 | B2 |
8399822 | Al-Ali | Mar 2013 | B2 |
8401602 | Kiani | Mar 2013 | B2 |
8401607 | Mannheimer | Mar 2013 | B2 |
8405608 | Al-Ali et al. | Mar 2013 | B2 |
8414499 | Al-Ali et al. | Apr 2013 | B2 |
8418524 | Al-Ali | Apr 2013 | B2 |
8423106 | Lamego et al. | Apr 2013 | B2 |
8428967 | Olsen et al. | Apr 2013 | B2 |
8430817 | Al-Ali et al. | Apr 2013 | B1 |
8437825 | Dalvi et al. | May 2013 | B2 |
8455290 | Siskavich | Jun 2013 | B2 |
8457703 | Al-Ali | Jun 2013 | B2 |
8457707 | Kiani | Jun 2013 | B2 |
8463349 | Diab et al. | Jun 2013 | B2 |
8466286 | Bellot et al. | Jun 2013 | B2 |
8471713 | Poeze et al. | Jun 2013 | B2 |
8473020 | Kiani et al. | Jun 2013 | B2 |
8483787 | Al-Ali et al. | Jul 2013 | B2 |
8489364 | Weber et al. | Jul 2013 | B2 |
8498684 | Weber et al. | Jul 2013 | B2 |
8509867 | Workman et al. | Aug 2013 | B2 |
8515509 | Bruinsma et al. | Aug 2013 | B2 |
8523781 | Al-Ali | Sep 2013 | B2 |
8529301 | Al-Ali et al. | Sep 2013 | B2 |
8532727 | Ali et al. | Sep 2013 | B2 |
8532728 | Diab et al. | Sep 2013 | B2 |
D692145 | Al-Ali et al. | Oct 2013 | S |
8547209 | Kiani et al. | Oct 2013 | B2 |
8548548 | Al-Ali | Oct 2013 | B2 |
8548550 | Al-Ali et al. | Oct 2013 | B2 |
8560032 | Al-Ali et al. | Oct 2013 | B2 |
8560034 | Diab et al. | Oct 2013 | B1 |
8570167 | Al-Ali | Oct 2013 | B2 |
8570503 | Vo et al. | Oct 2013 | B2 |
8571618 | Lamego et al. | Oct 2013 | B1 |
8571619 | Al-Ali et al. | Oct 2013 | B2 |
8584345 | Al-Ali et al. | Oct 2013 | B2 |
8577431 | Lamego et al. | Nov 2013 | B2 |
8588880 | Abdul-Hafiz et al. | Nov 2013 | B2 |
8600467 | Al-Ali et al. | Dec 2013 | B2 |
8606342 | Diab | Dec 2013 | B2 |
8626255 | Al-Ali et al. | Jan 2014 | B2 |
8630691 | Lamego et al. | Jan 2014 | B2 |
8634889 | Al-Ali et al. | Jan 2014 | B2 |
8641631 | Sierra et al. | Feb 2014 | B2 |
8652060 | Al-Ali | Feb 2014 | B2 |
8663107 | Kiani | Mar 2014 | B2 |
8666468 | Al-Ali | Mar 2014 | B1 |
8667967 | Al- Ali et al. | Mar 2014 | B2 |
8670811 | O'Reilly | Mar 2014 | B2 |
8670814 | Diab et al. | Mar 2014 | B2 |
8676286 | Weber et al. | Mar 2014 | B2 |
8682407 | Al-Ali | Mar 2014 | B2 |
RE44823 | Parker | Apr 2014 | E |
RE44875 | Kiani et al. | Apr 2014 | E |
8690799 | Telfort et al. | Apr 2014 | B2 |
8700112 | Kiani | Apr 2014 | B2 |
8702627 | Telfort et al. | Apr 2014 | B2 |
8706179 | Parker | Apr 2014 | B2 |
8712494 | MacNeish, III et al. | Apr 2014 | B1 |
8715206 | Telfort et al. | May 2014 | B2 |
8718735 | Lamego et al. | May 2014 | B2 |
8718737 | Diab et al. | May 2014 | B2 |
8718738 | Blank et al. | May 2014 | B2 |
8720249 | Al-Ali | May 2014 | B2 |
8721541 | Al-Ali et al. | May 2014 | B2 |
8721542 | Al-Ali | May 2014 | B2 |
8723677 | Kiani | May 2014 | B1 |
8740792 | Kiani et al. | Jun 2014 | B1 |
8754776 | Poeze et al. | Jun 2014 | B2 |
8755535 | Telfort et al. | Jun 2014 | B2 |
8755856 | Diab et al. | Jun 2014 | B2 |
8755872 | Marinow | Jun 2014 | B1 |
8761850 | Lamego | Jun 2014 | B2 |
8764671 | Kiani | Jul 2014 | B2 |
8768423 | Shakespeare et al. | Jul 2014 | B2 |
8771204 | Telfort et al. | Jul 2014 | B2 |
8777634 | Kiani et al. | Jul 2014 | B2 |
8781543 | Diab et al. | Jul 2014 | B2 |
8781544 | Al-Ali et al. | Jul 2014 | B2 |
8781549 | Al-Ali et al. | Jul 2014 | B2 |
8788003 | Schurman et al. | Jul 2014 | B2 |
8790268 | Al-Ali | Jul 2014 | B2 |
8801613 | Al-Ali et al. | Aug 2014 | B2 |
8821397 | Al-Ali et al. | Sep 2014 | B2 |
8821415 | Al-Ali et al. | Sep 2014 | B2 |
8830449 | Lamego et al. | Sep 2014 | B1 |
8831700 | Schurman et al. | Sep 2014 | B2 |
8840549 | Al-Ali et al. | Sep 2014 | B2 |
8847740 | Kiani et al. | Sep 2014 | B2 |
8849365 | Smith et al. | Sep 2014 | B2 |
8852094 | Al-Ali | Oct 2014 | B2 |
8852994 | Wojtczuk et al. | Oct 2014 | B2 |
8868147 | Stippick et al. | Oct 2014 | B2 |
8868150 | Al-Ali et al. | Oct 2014 | B2 |
8870792 | Al-Ali et al. | Oct 2014 | B2 |
8886271 | Kiani et al. | Nov 2014 | B2 |
8888539 | Al-Ali et al. | Nov 2014 | B2 |
8888708 | Diab et al. | Nov 2014 | B2 |
8892180 | Weber et al. | Nov 2014 | B2 |
8897847 | Al-Ali | Nov 2014 | B2 |
8909310 | Lamego et al. | Dec 2014 | B2 |
8911377 | Al-Ali | Dec 2014 | B2 |
8912909 | Al-Ali et al. | Dec 2014 | B2 |
8920317 | Al-Ali et al. | Dec 2014 | B2 |
8921699 | Al-Ali et al. | Dec 2014 | B2 |
8922382 | Al-Ali et al. | Dec 2014 | B2 |
8929964 | Al-Ali et al. | Jan 2015 | B2 |
8932227 | Lynn | Jan 2015 | B2 |
8942777 | Diab et al. | Jan 2015 | B2 |
8948834 | Diab et al. | Feb 2015 | B2 |
8948835 | Diab | Feb 2015 | B2 |
8965471 | Lamego | Feb 2015 | B2 |
8983564 | Al-Ali | Mar 2015 | B2 |
8989831 | Al-Ali et al. | Mar 2015 | B2 |
8996085 | Kiani et al. | Mar 2015 | B2 |
8998809 | Kiani | Apr 2015 | B2 |
9028429 | Telfort et al. | May 2015 | B2 |
9037207 | Al-Ali et al. | May 2015 | B2 |
9060721 | Reichgott et al. | Jun 2015 | B2 |
9066666 | Kiani | Jun 2015 | B2 |
9066680 | Al-Ali et al. | Jun 2015 | B1 |
9072474 | Al-Ali et al. | Jul 2015 | B2 |
9078560 | Schurman et al. | Jul 2015 | B2 |
9084569 | Weber et al. | Jul 2015 | B2 |
9095316 | Welch et al. | Aug 2015 | B2 |
9106038 | Telfort | Aug 2015 | B2 |
9107625 | Telfort et al. | Aug 2015 | B2 |
9107626 | Al-Ali et al. | Aug 2015 | B2 |
9113831 | Al-Ali | Aug 2015 | B2 |
9113832 | Al-Ali | Aug 2015 | B2 |
9119595 | Lamego | Sep 2015 | B2 |
9131881 | Diab et al. | Sep 2015 | B2 |
9131882 | Al-Ali et al. | Sep 2015 | B2 |
9131883 | Al-Ali | Sep 2015 | B2 |
9131917 | Telfort et al. | Sep 2015 | B2 |
9138180 | Coverston et al. | Sep 2015 | B1 |
9138182 | Al-Ali et al. | Sep 2015 | B2 |
9138192 | Weber et al. | Sep 2015 | B2 |
9142117 | Muhsin et al. | Sep 2015 | B2 |
9153112 | Kiani et al. | Oct 2015 | B1 |
9153121 | Kiani et al. | Oct 2015 | B2 |
9161696 | Al-Ali et al. | Oct 2015 | B2 |
9161713 | Al-Ali et al. | Oct 2015 | B2 |
9167995 | Lamego et al. | Oct 2015 | B2 |
9176141 | Al-Ali et al. | Nov 2015 | B2 |
9186102 | Bruinsma et al. | Nov 2015 | B2 |
9192312 | Al-Ali | Nov 2015 | B2 |
9192329 | Al-Ali | Nov 2015 | B2 |
9192351 | Telfort et al. | Nov 2015 | B1 |
9195385 | Al-Ali et al. | Nov 2015 | B2 |
9211072 | Kiani | Dec 2015 | B2 |
9211095 | Al-Ali | Dec 2015 | B1 |
9218454 | Kiani et al. | Dec 2015 | B2 |
9226696 | Kiani | Jan 2016 | B2 |
9241662 | Al-Ali et al. | Jan 2016 | B2 |
9245668 | Vo et al. | Jan 2016 | B1 |
9259185 | Abdul-Hafiz et al. | Feb 2016 | B2 |
9267572 | Barker et al. | Feb 2016 | B2 |
9277880 | Poeze et al. | Mar 2016 | B2 |
9289167 | Diab et al. | Mar 2016 | B2 |
9295421 | Kiani et al. | Mar 2016 | B2 |
9307928 | Al-Ali et al. | Apr 2016 | B1 |
9323894 | Kiani | Apr 2016 | B2 |
D755392 | Hwang et al. | May 2016 | S |
9326712 | Kiani | May 2016 | B1 |
9333316 | Kiani | May 2016 | B2 |
9339220 | Lamego et al. | May 2016 | B2 |
9341565 | Lamego et al. | May 2016 | B2 |
9351673 | Diab et al. | May 2016 | B2 |
9351675 | Al-Ali et al. | May 2016 | B2 |
9364181 | Kiani et al. | Jun 2016 | B2 |
9368671 | Wojtczuk et al. | Jun 2016 | B2 |
9370325 | Al-Ali et al. | Jun 2016 | B2 |
9370326 | McHale et al. | Jun 2016 | B2 |
9370335 | Al-ali et al. | Jun 2016 | B2 |
9375185 | Ali et al. | Jun 2016 | B2 |
9386953 | Al-Ali | Jul 2016 | B2 |
9386961 | Al-Ali et al. | Jul 2016 | B2 |
9392945 | Al-Ali et al. | Jul 2016 | B2 |
9397448 | Al-Ali et al. | Jul 2016 | B2 |
9408542 | Kinast et al. | Aug 2016 | B1 |
9436645 | Al-Ali et al. | Sep 2016 | B2 |
9445759 | Lamego et al. | Sep 2016 | B1 |
9466919 | Kiani et al. | Oct 2016 | B2 |
9474474 | Lamego et al. | Oct 2016 | B2 |
9480422 | Al-Ali | Nov 2016 | B2 |
9480435 | Olsen | Nov 2016 | B2 |
9492110 | Al-Ali et al. | Nov 2016 | B2 |
9510779 | Poeze et al. | Dec 2016 | B2 |
9517024 | Kiani | Dec 2016 | B2 |
9532722 | Lamego et al. | Jan 2017 | B2 |
9538949 | Al-Ali et al. | Jan 2017 | B2 |
9538980 | Telfort et al. | Jan 2017 | B2 |
9549696 | Lamego et al. | Jan 2017 | B2 |
9554737 | Schurman et al. | Jan 2017 | B2 |
9560996 | Kiani | Feb 2017 | B2 |
9560998 | Al-Ali et al. | Feb 2017 | B2 |
9566019 | Al-Ali et al. | Feb 2017 | B2 |
9579039 | Jansen et al. | Feb 2017 | B2 |
9591975 | Dalvi et al. | Mar 2017 | B2 |
9622692 | Lamego et al. | Apr 2017 | B2 |
9622693 | Diab | Apr 2017 | B2 |
D788312 | Al-Ali et al. | May 2017 | S |
9636055 | Al-Ali et al. | May 2017 | B2 |
9636056 | Al-Ali | May 2017 | B2 |
9649054 | Lamego et al. | May 2017 | B2 |
9662052 | Al-Ali et al. | May 2017 | B2 |
9668679 | Schurman et al. | Jun 2017 | B2 |
9668680 | Bruinsma et al. | Jun 2017 | B2 |
9668703 | Al-Ali | Jun 2017 | B2 |
9675286 | Diab | Jun 2017 | B2 |
9687160 | Kiani | Jun 2017 | B2 |
9693719 | Al-Ali et al. | Jul 2017 | B2 |
9693737 | Al-Ali | Jul 2017 | B2 |
9697928 | Al-Ali et al. | Jul 2017 | B2 |
9717425 | Kiani et al. | Aug 2017 | B2 |
9717458 | Lamego et al. | Aug 2017 | B2 |
9724016 | Al-Ali et al. | Aug 2017 | B1 |
9724024 | Al-Ali | Aug 2017 | B2 |
9724025 | Kiani et al. | Aug 2017 | B1 |
9743887 | Al-Ali et al. | Aug 2017 | B2 |
9749232 | Sampath et al. | Aug 2017 | B2 |
9750442 | Olsen | Sep 2017 | B2 |
9750461 | Telfort | Sep 2017 | B1 |
20020107434 | Lange | Aug 2002 | A1 |
20020111754 | Lange | Aug 2002 | A1 |
20020190863 | Lynn | Dec 2002 | A1 |
20030000522 | Lynn | Jan 2003 | A1 |
20030106553 | Vanderveen | Jun 2003 | A1 |
20030158466 | Lynn et al. | Aug 2003 | A1 |
20040111014 | Hickle | Jun 2004 | A1 |
20040127792 | Siejko et al. | Jul 2004 | A1 |
20040193068 | Burton | Sep 2004 | A1 |
20050177096 | Bollish | Aug 2005 | A1 |
20050203352 | Al-Ali | Sep 2005 | A1 |
20070129647 | Lynn | Jun 2007 | A1 |
20070191697 | Lynn | Aug 2007 | A1 |
20070282478 | Al-Ali et al. | Dec 2007 | A1 |
20070299389 | Halbert | Dec 2007 | A1 |
20080300471 | Al-Ali | Dec 2008 | A1 |
20090247984 | Lamego et al. | Oct 2009 | A1 |
20090275813 | Davis | Nov 2009 | A1 |
20090275844 | Al-Ali | Nov 2009 | A1 |
20100004518 | Vo et al. | Jan 2010 | A1 |
20100030040 | Poeze et al. | Feb 2010 | A1 |
20110082711 | Poeze et al. | Apr 2011 | A1 |
20110087083 | Poeze et al. | Apr 2011 | A1 |
20110105854 | Kiani et al. | May 2011 | A1 |
20110125060 | Telfort et al. | May 2011 | A1 |
20110208015 | Welch et al. | Aug 2011 | A1 |
20110213212 | Al-Ali | Sep 2011 | A1 |
20110230733 | Al-Ali | Sep 2011 | A1 |
20110237969 | Eckerbom et al. | Sep 2011 | A1 |
20110288383 | Diab | Nov 2011 | A1 |
20110301444 | Al-Ali | Dec 2011 | A1 |
20120041316 | Al-Ali et al. | Feb 2012 | A1 |
20120046557 | Kiani | Feb 2012 | A1 |
20120059267 | Lamego et al. | Mar 2012 | A1 |
20120088984 | Al-Ali et al. | Apr 2012 | A1 |
20120165629 | Merritt et al. | Jun 2012 | A1 |
20120179006 | Jansen et al. | Jul 2012 | A1 |
20120209082 | Al-Ali | Aug 2012 | A1 |
20120209084 | Olsen et al. | Aug 2012 | A1 |
20120283524 | Kiani et al. | Nov 2012 | A1 |
20120296178 | Lamego et al. | Nov 2012 | A1 |
20120319816 | Al-Ali | Dec 2012 | A1 |
20120330112 | Lamego et al. | Dec 2012 | A1 |
20130023775 | Lamego et al. | Jan 2013 | A1 |
20130041591 | Lamego | Feb 2013 | A1 |
20130046204 | Lamego et al. | Feb 2013 | A1 |
20130060147 | Welch et al. | Mar 2013 | A1 |
20130096405 | Garfio | Apr 2013 | A1 |
20130096936 | Sampath et al. | Apr 2013 | A1 |
20130190581 | Al-Ali et al. | Jul 2013 | A1 |
20130211214 | Olsen | Aug 2013 | A1 |
20130243021 | Siskavich | Sep 2013 | A1 |
20130253334 | Al-Ali et al. | Sep 2013 | A1 |
20130262730 | Al-Ali et al. | Oct 2013 | A1 |
20130267804 | Al-Ali | Oct 2013 | A1 |
20130274572 | Al-Ali et al. | Oct 2013 | A1 |
20130296672 | O'Neil et al. | Nov 2013 | A1 |
20130296713 | Al-Ali et al. | Nov 2013 | A1 |
20130317370 | Dalvi et al. | Nov 2013 | A1 |
20130324808 | Al-Ali et al. | Dec 2013 | A1 |
20130331660 | Al-Ali et al. | Dec 2013 | A1 |
20130331670 | Kiani | Dec 2013 | A1 |
20140012100 | Al-Ali et al. | Jan 2014 | A1 |
20140034353 | Al-Ali et al. | Feb 2014 | A1 |
20140051953 | Lamego et al. | Feb 2014 | A1 |
20140066783 | Kiani et al. | Mar 2014 | A1 |
20140077956 | Sampath et al. | Mar 2014 | A1 |
20140081100 | Muhsin | Mar 2014 | A1 |
20140081175 | Telfort | Mar 2014 | A1 |
20140094667 | Schurman et al. | Apr 2014 | A1 |
20140100434 | Diab et al. | Apr 2014 | A1 |
20140114199 | Lamego et al. | Apr 2014 | A1 |
20140120564 | Workman et al. | May 2014 | A1 |
20140121482 | Merritt et al. | May 2014 | A1 |
20140121483 | Kiani | May 2014 | A1 |
20140127137 | Bellott et al. | May 2014 | A1 |
20140129702 | Lamego et al. | May 2014 | A1 |
20140135588 | Al-Ali et al. | May 2014 | A1 |
20140142401 | Al-Ali et al. | May 2014 | A1 |
20140163344 | Al-Ali | Jun 2014 | A1 |
20140163402 | Lamego et al. | Jun 2014 | A1 |
20140166076 | Kiani et al. | Jun 2014 | A1 |
20140171763 | Diab | Jun 2014 | A1 |
20140180038 | Kiani | Jun 2014 | A1 |
20140180154 | Sierra et al. | Jun 2014 | A1 |
20140180160 | Brown et al. | Jun 2014 | A1 |
20140187973 | Brown et al. | Jul 2014 | A1 |
20140194766 | Al-Ali et al. | Jul 2014 | A1 |
20140206963 | Al-Ali | Jul 2014 | A1 |
20140213864 | Abdul-Hafiz et al. | Jul 2014 | A1 |
20140266790 | Al-Ali et al. | Sep 2014 | A1 |
20140275808 | Poeze et al. | Sep 2014 | A1 |
20140275835 | Lamego et al. | Sep 2014 | A1 |
20140275871 | Lamego et al. | Sep 2014 | A1 |
20140275872 | Merritt et al. | Sep 2014 | A1 |
20140275881 | Lamego et al. | Sep 2014 | A1 |
20140276115 | Dalvi et al. | Sep 2014 | A1 |
20140288400 | Diab et al. | Sep 2014 | A1 |
20140303520 | Telfort et al. | Oct 2014 | A1 |
20140316217 | Purdon | Oct 2014 | A1 |
20140316218 | Purdon et al. | Oct 2014 | A1 |
20140316228 | Blank et al. | Oct 2014 | A1 |
20140323825 | Al-Ali et al. | Oct 2014 | A1 |
20140323897 | Brown et al. | Oct 2014 | A1 |
20140323898 | Purdon | Oct 2014 | A1 |
20140330092 | Al-Ali | Nov 2014 | A1 |
20140330098 | Merritt et al. | Nov 2014 | A1 |
20140330099 | Al-Ali et al. | Nov 2014 | A1 |
20140336481 | Shakespeare et al. | Nov 2014 | A1 |
20140357966 | Al-Ali et al. | Dec 2014 | A1 |
20140371548 | Al-Ali et al. | Dec 2014 | A1 |
20140371632 | Al-Ali et al. | Dec 2014 | A1 |
20140378784 | Kiani et al. | Dec 2014 | A1 |
20150005600 | Blank et al. | Jan 2015 | A1 |
20150011907 | Purdon et al. | Jan 2015 | A1 |
20150012231 | Poeze et al. | Jan 2015 | A1 |
20150018650 | Al-Ali et al. | Jan 2015 | A1 |
20150025406 | Al-Ali | Jan 2015 | A1 |
20150032029 | Al-Ali et al. | Jan 2015 | A1 |
20150038859 | Dalvi et al. | Feb 2015 | A1 |
20150045637 | Dalvi | Feb 2015 | A1 |
20150051462 | Olsen | Feb 2015 | A1 |
20150080754 | Purdon et al. | Mar 2015 | A1 |
20150087936 | Al-Ali et al. | Mar 2015 | A1 |
20150094546 | Al-Ali | Apr 2015 | A1 |
20150097701 | Al-Ali et al. | Apr 2015 | A1 |
20150099950 | Al-Ali et al. | Apr 2015 | A1 |
20150099951 | Al-Ali et al. | Apr 2015 | A1 |
20150099955 | Al-Ali et al. | Apr 2015 | A1 |
20150101844 | Al-Ali et al. | Apr 2015 | A1 |
20150106121 | Muhsin et al. | Apr 2015 | A1 |
20150112151 | Muhsin et al. | Apr 2015 | A1 |
20150116076 | Al-Ali et al. | Apr 2015 | A1 |
20150126830 | Schurman et al. | May 2015 | A1 |
20150133755 | Smith et al. | May 2015 | A1 |
20150137988 | Gravenstein | May 2015 | A1 |
20150140863 | Al-Ali et al. | May 2015 | A1 |
20150141781 | Weber et al. | May 2015 | A1 |
20150165312 | Kiani | Jun 2015 | A1 |
20150196237 | Lamego | Jul 2015 | A1 |
20150201874 | Diab | Jul 2015 | A1 |
20150208966 | Al-Ali | Jul 2015 | A1 |
20150216459 | Al-Ali et al. | Aug 2015 | A1 |
20150230755 | Al-Ali et al. | Aug 2015 | A1 |
20150238722 | Al-Ali | Aug 2015 | A1 |
20150245773 | Lamego et al. | Sep 2015 | A1 |
20150245794 | Al-Ali | Sep 2015 | A1 |
20150257689 | Al-Ali et al. | Sep 2015 | A1 |
20150272514 | Kiani et al. | Oct 2015 | A1 |
20150351697 | Weber et al. | Dec 2015 | A1 |
20150351704 | Kiani et al. | Dec 2015 | A1 |
20150359429 | Al-Ali et al. | Dec 2015 | A1 |
20150366472 | Kiani | Dec 2015 | A1 |
20150366507 | Blank | Dec 2015 | A1 |
20150374298 | Al-Ali et al. | Dec 2015 | A1 |
20150380875 | Coverston et al. | Dec 2015 | A1 |
20160000362 | Diab et al. | Jan 2016 | A1 |
20160007930 | Weber et al. | Jan 2016 | A1 |
20160029932 | Al-Ali | Feb 2016 | A1 |
20160029933 | Al-Ali et al. | Feb 2016 | A1 |
20160045118 | Kiani | Feb 2016 | A1 |
20160051205 | Al-Ali et al. | Feb 2016 | A1 |
20160058338 | Schurman et al. | Mar 2016 | A1 |
20160058347 | Reichgott et al. | Mar 2016 | A1 |
20160066823 | Kind et al. | Mar 2016 | A1 |
20160066824 | Al-Ali et al. | Mar 2016 | A1 |
20160066879 | Telfort et al. | Mar 2016 | A1 |
20160072429 | Kiani et al. | Mar 2016 | A1 |
20160073967 | Lamego et al. | Mar 2016 | A1 |
20160081552 | Wojtczuk et al. | Mar 2016 | A1 |
20160095543 | Telfort et al. | Apr 2016 | A1 |
20160095548 | Al-Ali et al. | Apr 2016 | A1 |
20160103598 | Al-Ali et al. | Apr 2016 | A1 |
20160113527 | Al-Ali et al. | Apr 2016 | A1 |
20160143548 | Al-Ali | May 2016 | A1 |
20160166182 | Al-Ali et al. | Jun 2016 | A1 |
20160166183 | Poeze et al. | Jun 2016 | A1 |
20160166210 | Al-Ali | Jun 2016 | A1 |
20160192869 | Kiani et al. | Jul 2016 | A1 |
20160196388 | Lamego | Jul 2016 | A1 |
20160197436 | Barker et al. | Jul 2016 | A1 |
20160213281 | Eckerbom et al. | Jul 2016 | A1 |
20160228043 | O'Neil et al. | Aug 2016 | A1 |
20160233632 | Scruggs et al. | Aug 2016 | A1 |
20160234944 | Schmidt et al. | Aug 2016 | A1 |
20160270735 | Diab et al. | Sep 2016 | A1 |
20160283665 | Sampath et al. | Sep 2016 | A1 |
20160287090 | Al-Ali et al. | Oct 2016 | A1 |
20160287786 | Kiani | Oct 2016 | A1 |
20160296169 | McHale et al. | Oct 2016 | A1 |
20160310052 | Al-Ali et al. | Oct 2016 | A1 |
20160314260 | Kiani | Oct 2016 | A1 |
20160324486 | Al-Ali et al. | Nov 2016 | A1 |
20160324488 | Olsen | Nov 2016 | A1 |
20160327984 | Al-Ali et al. | Nov 2016 | A1 |
20160328528 | Al-Ali et al. | Nov 2016 | A1 |
20160331332 | Al-Ali | Nov 2016 | A1 |
20160367173 | Dalvi et al. | Dec 2016 | A1 |
20170000394 | Al-Ali et al. | Jan 2017 | A1 |
20170007134 | Al-Ali et al. | Jan 2017 | A1 |
20170007190 | Al-Ali et al. | Jan 2017 | A1 |
20170007198 | Al-Ali et al. | Jan 2017 | A1 |
20170014083 | Diab et al. | Jan 2017 | A1 |
20170014084 | Al-Ali et al. | Jan 2017 | A1 |
20170021099 | Al-Ali et al. | Jan 2017 | A1 |
20170027456 | Kinast et al. | Feb 2017 | A1 |
20170042488 | Muhsin | Feb 2017 | A1 |
20170055847 | Kiani et al. | Mar 2017 | A1 |
20170055851 | Al-Ali | Mar 2017 | A1 |
20170055882 | Al-Ali et al. | Mar 2017 | A1 |
20170055887 | Al-Ali | Mar 2017 | A1 |
20170055896 | Al-Ali et al. | Mar 2017 | A1 |
20170079594 | Telfort et al. | Mar 2017 | A1 |
20170086723 | Al-Ali et al. | Mar 2017 | A1 |
20170143281 | Olsen | May 2017 | A1 |
20170147774 | Kiani | May 2017 | A1 |
20170156620 | Al-Ali et al. | Jun 2017 | A1 |
20170173632 | Al-Ali | Jun 2017 | A1 |
20170187146 | Kiani et al. | Jun 2017 | A1 |
20170188919 | Al-Ali et al. | Jul 2017 | A1 |
20170196464 | Jansen et al. | Jul 2017 | A1 |
20170196470 | Lamego et al. | Jul 2017 | A1 |
20170202490 | Al-Ali et al. | Jul 2017 | A1 |
20170224216 | Al-Ali | Aug 2017 | A1 |
20170224231 | Al-Ali | Aug 2017 | A1 |
20170224233 | Al-Ali | Aug 2017 | A1 |
20170224262 | Al-Ali | Aug 2017 | A1 |
20170231537 | Al-Ali | Aug 2017 | A1 |
20170245790 | Al-Ali et al. | Aug 2017 | A1 |
20170251974 | Shreim et al. | Sep 2017 | A1 |
20170251975 | Shreim et al. | Sep 2017 | A1 |
20170258403 | Abdul-Hafiz et al. | Sep 2017 | A1 |
20180125430 | Al-Ali | May 2018 | A1 |
Number | Date | Country |
---|---|---|
WO 9810699 | Mar 1998 | WO |
WO 03053503 | Jul 2003 | WO |
WO 2005056087 | Jun 2005 | WO |
Entry |
---|
US 8,845,543, 09/2014, Diab et al. (withdrawn) |
Bloom, Marc J., “Techniques to Identify Clinical Contexts During Automated Data Analysis”, International Journal of Clinical Monitoring and Computing Netherlands, Feb. 1993, vol. 10, No. 1, pp. 17-22. |
European Communication issued in EP Application No. 05 724 991.4, dated Jan. 13, 2009 in 5 pages. |
EPO Examination Report, dated Sep. 29, 2010 re Application No. 05 724 991.4-1265. |
Horn, Werner, et al. “Effective Data Validation of High-Frequency Data: Time-Point-, Time-Interval-, and Trend-Based Methods”, Computers in Biology and Medicine, Sep. 1997, vol. 27, No. 5, pp. 389-409. |
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20140330092 A1 | Nov 2014 | US |
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60551165 | Mar 2004 | US | |
60600640 | Aug 2004 | US |
Number | Date | Country | |
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Parent | 12188154 | Aug 2008 | US |
Child | 14275525 | US |
Number | Date | Country | |
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Parent | 11075389 | Mar 2005 | US |
Child | 12188154 | US |