Control of data transmission between a remote monitoring unit and a central unit

Information

  • Patent Grant
  • 6694177
  • Patent Number
    6,694,177
  • Date Filed
    Monday, April 23, 2001
    23 years ago
  • Date Issued
    Tuesday, February 17, 2004
    20 years ago
Abstract
A patient is monitored using a monitoring apparatus including a remote monitoring unit associated with the patient and having a sensor that measures a physiological characteristic of the patient, a central unit, and a communications device which selectively establishes a communications link between the remote monitoring unit and the central unit. The remote monitoring unit obtains a monitored data set for the patient, analyzes the monitored data set to obtain a derived data set from the monitored data set, and determines from the derived data set that communication with the central unit is required. A communications link is established with the central unit, and the remote monitoring unit transmits to the central unit an initially transmitted data set related to the monitored data set. The central unit analyzes the initially transmitted data set and instructs the remote monitoring unit as to any additional transmitted data set related to the monitored data set that is to be transmitted from the remote monitoring unit to the central unit and a time at which the additional transmitted data set is to be transmitted.
Description




This invention relates to the transmission of data between a remote monitoring unit and a central unit, and more particularly to the optimization of such data transfer.




BACKGROUND OF THE INVENTION




Advances in sensor technology, electronics, and communications have made it possible for physiological characteristics of patients to be monitored even when the patients are ambulatory and not in continuous, direct contact with a hospital monitoring system. For example, U.S. Pat. No. 5,959,529 describes a monitoring system in which the patient carries a remote monitoring unit with associated physiological sensors. The remote monitoring unit conducts a continuous monitoring of one or more physiological characteristics of the patient according to the medical problem of the patient, an example being the heartbeat and its waveform.




Under prescribed conditions, the remote monitoring unit contacts a central unit to communicate information on the condition of the patient. For example, if the remote monitoring unit determines that the monitored physiological data suggests that the patient may be in distress or in an emergency, it may immediately and automatically transfer the monitored data to the central unit over a cellular telephone or comparable communications device. The central unit automatically, or in conjunction with medical personnel who are stationed at or are in contact with the central unit, analyzes the data and coordinates the provision of assistance to the patient when necessary. Where the analysis of the transmitted data indicates that there is no patient situation requiring immediate attention, the data is stored and may also be forwarded to the patient's physician so that treatments may be altered.




While operable, this approach may in some cases be wasteful of the battery power of the remote monitoring unit and require the expenditure of too much data transfer time over the cellular telephone system with its associated charges. The time of the medical personnel may also be used inefficiently.




There is a need for an improved approach for the control of data transfers between the remote monitoring unit and the central unit. The present invention fulfills this need, and further provides related advantages.




SUMMARY OF THE INVENTION




The present invention provides an approach for monitoring a patient and providing support to the patient. The present approach adopts a new data transfer architecture with improved selectivity of data transmission but retention of the data accumulation capability to build the patient history and also the emergency capability to assist the patient on an urgent basis when needed. The battery power of the remote monitoring unit is thereby used more judiciously, the cellular telephone connect time is reduced, and medical personnel time is better managed.




In accordance with the invention, a method of monitoring a patient comprises providing a monitoring apparatus including a remote monitoring unit associated with the patient. The remote monitoring unit includes a sensor that measures a physiological characteristic of the patient such as a cardiogram, a central unit, and a communications device which selectively establishes a communications link between the remote monitoring unit and the central unit. The remote monitoring unit obtains a monitored data set for the patient, analyzes the monitored data set to obtain a derived data set from the monitored data set, and determines from the derived data set that communication with the central unit is required. A communications link is established with the central unit, and the remote monitoring unit transmits to the central unit an initially transmitted data set related to the monitored data set. The central unit analyzes the initially transmitted data set and instructs the remote monitoring unit as to any additional transmitted data set, which may be related to the monitored data set, that is to be transmitted from the remote monitoring unit to the central unit and a time at which the additional transmitted data set is to be transmitted.




The present invention is therefore based in an architecture where the main body of data is not automatically transmitted from the remote monitoring unit to the central unit. That approach is likely to produce unnecessarily large and unnecessarily frequent data transfers which result in depletion of the batteries of the remote monitoring unit and large transmission-time costs. Instead, the central unit analyzes the initially transmitted data set, which is usually a reduced data set that is derived from or determined by the monitored data set, to determine whether a more complete data transfer in the form of the additional transmitted data set is required. If so, that transmission is made at a time specified by the central unit. The time of transmission may be immediate, as when an emergency condition is sensed, or deferred, as when the additional transmitted data set is needed for the patient history. The efficiency of communication is thereby optimized while at the same time meeting the medical requirements for the patient.




The step of the remote monitoring unit analyzing the monitored data set may be accomplished by comparing at least one element of the derived data set to a warning limit. The analysis of the initially transmitted data set may include obtaining a patient history from a memory, and analyzing the initially transmitted data set in relation to the patient history. The central unit may instruct the remote monitoring unit to transmit the additional transmitted data set substantially immediately or at a delayed time. The additional transmitted data set and the monitored data set may be the same or may not be the same data sets.




In one embodiment, the communications device comprises a radio frequency telephone terminal (such as a cellular or satellite telephone terminal) and a land-line telephone terminal. The radio frequency telephone connection may be made at any time, but the land-line telephone terminal is available only when the remote monitoring unit is physically connected to a land line. The transmission of the initially transmitted data set, which usually is a much smaller amount of data than the monitored data set, may be made over the radio frequency telephone connection. Upon analysis at the central unit, if there appears to be the possibility of an emergency wherein more data is needed immediately, the larger additional transmitted data set may be immediately transmitted over the radio frequency telephone connection. On the other hand, where the central unit determines that there is not an emergency but that it would be useful to have the additional transmitted data set for future reference as a part of the patient history, the central monitoring unit may instruct the remote monitoring unit to store and then transmit the additional transmitted data set at a later time over the land-line telephone terminal when such a connection is available or the radio frequency telephone connection when transmission costs are lower (i.e., off-peak hours).




This selective transmission approach, wherein data transmission from the remote monitoring unit is not automatic but instead is under control of the central unit, reduces the amount of data that must be transmitted over a cellular telephone connection or similar expensive communication device. This selectivity reduces cellular telephone connect time and charges to the user, and also may significantly increase the lifetime of the remote monitoring unit between battery charging, because establishing and maintaining the cell phone connection constitutes a significant portion of the battery usage of the remote monitoring unit. The human resources of the medical personnel at or in communication with the central unit are also better utilized. Only those situations that are more likely to be actual emergencies are brought to the attention of those medical personnel, so that they have more time for such potential actual emergencies.




Other features and advantages of the present invention will be apparent from the following more detailed description of the preferred embodiment, taken in conjunction with the accompanying drawings, which illustrate, by way of example, the principles of the invention. The scope of the invention is not, however, limited to this preferred embodiment.











BRIEF DESCRIPTION OF THE DRAWINGS





FIG. 1

is a block flow diagram of a method for practicing the present invention; and





FIG. 2

is a simplified schematic block diagram of a preferred apparatus with which the present invention may be used.











DETAILED DESCRIPTION OF THE INVENTION





FIG. 1

depicts an approach for practicing the present invention. A monitoring apparatus is provided, numeral


20


. The monitoring apparatus may be of any operable form, and one preferred form of the monitoring apparatus


50


is illustrated in FIG.


2


. The monitoring apparatus


50


is shown in a simplified form illustrating only those portions that are required to discuss the present invention. More detail of a monitoring apparatus may be found in U.S. Pat. No. 5,959,529, whose disclosure is incorporated by reference.




The monitoring apparatus


50


includes a remote monitoring unit (RMU)


52


carried by an ambulatory patient, and a central unit (CU)


54


. The central unit


54


may be a single computer, but it is more typically a file server or a network. Other remote monitoring units, that are not “portable” in the sense that they are not carried on the person of the patient but may be at a fixed location in a patient's home or hospital facility, may be used as well. A sensor


56


measures a physiological characteristic of a patient, and is typically in contact with the patient. (“Patient” is used in a broad sense, and refers to a person being monitored.) There may be one sensor or more than one sensor


56


, depending upon the parameters of the patient that are of interest. Examples of operable sensors


56


include a heart monitor sensor, a blood pressure monitor sensor, a temperature monitor sensor, a respiration sensor, a brain wave sensor, a blood chemistry sensor such as a blood glucose sensor or a blood oxygen sensor, a patient position sensor, and a patient activity sensor. Sensors of various types are known in the art, and details of their construction and operation do not form a part of the present invention.




In either event, the sensor


56


is in communication with a central processing unit (CPU)


58


of the remote monitoring unit


52


, with intermediate signal conditioning equipment as necessary (not shown here). The central processing unit


58


performs analyses of the signals of the sensor


56


, as will be discussed subsequently. Similarly, the central unit


54


includes a central processing unit (CPU)


60


to perform calculations and analyses, as will be discussed subsequently. (As noted, the central unit


54


and its CPU


60


may be of any operable type, such as a dedicated system, a network, or a file server. Each CPU


58


and


60


typically includes a microprocessor.)




The remote monitoring unit


52


and the central unit


54


may be placed in two-way communication with each other through a transceiver


62


located in the remote monitoring unit


52


and a communicating transceiver


64


located in the central unit


54


. (The description that the transceiver is “in” the described device includes the case where the transceiver is not physically within the same structure as the CPU, but is instead in another location but in communication with the CPU. Thus, for example, the central unit


54


may include a file server in which the CPU


60


is located and a physically separate cellular transceiver


64


with a communication link to the file server and the CPU


60


.) The transceivers


62


,


64


may include any operable type of communications devices. For example, they may include a modem to establish communications over a conventional land line for routine communications. They may also include a cellular telephone transceiver to establish communications on an urgent or routine basis. The transceivers


62


,


64


may also be equipped for two-way voice communication between the patient and a person at the central unit


54


. The transceivers


62


,


64


may interconnect over the internet, with or without land line or cellular links at each end, as well, with the internet having its own communications capabilities. The present invention is concerned in part with determining how much data should be transmitted as urgent communications and how much data should be transmitted as routine communications. The central unit


54


is provided with an interface to allow human review


66


of recommended actions of the central processing unit


60


, as by the patient's physician.




Returning to the discussion of

FIG. 1

, the remote monitoring unit


52


obtains a monitored data set for the patient using the sensor(s)


56


, numeral


22


. The monitored data set is often fairly voluminous, such as a continuous loop of 24 hours of a cardiograph of the patient in the form of (voltage, time) data pairs.




The remote monitoring unit


52


analyzes the monitored data set to obtain a derived data set from the monitored data set, numeral


24


. The derived data set is typically much smaller in size than the monitored data set, and includes types of data that have been previously found to be significant. The derived data set may include, for example, an indication of a specified type of an abnormal heart beat (i.e., a code for the sensed abnormality), a heart rate (number of beats per minute), maximum voltage value, basic wave-shape assessment, and whether patient-specific criteria were violated by the heartbeat waveform. The derived data set is obtained from the monitored data set by conventional waveform processing procedures.




The central processing unit


58


of the remote monitoring unit


52


analyzes the derived data set, typically by comparing the values of the parameters with warning limits previously determined for the patient and provided to the remote monitoring unit


52


or by other suitable approaches. For example, if the heart rate exceeds a heart rate warning limit, the maximum voltage value is greater than a voltage warning limit, and/or the wave shape is not within a waveshape warning limit, the remote monitoring unit


52


may determine that there is a potential emergency with the patient or that data should be transmitted immediately for diagnostic purposes. In that event, the remote monitoring unit


52


determines that communication with the central unit


54


is required immediately, numeral


26


. The remote monitoring unit


52


may instead determine that the data is of interest for inclusion in the patient's centrally stored history, but that there is no emergency at hand. In that case, the data of interest is marked for transmission at a later time, as in a daily routine transmission. The remote monitoring unit


52


may instead determine that the data is of no particular interest. In the majority of situations there is no potential emergency and communications are not required, and the monitoring apparatus then cycles from step


24


back to step


22


and repeats steps


22


and


24


.




Where it has been determined that communication is required immediately, a communications link is immediately established through the transceivers


62


,


64


between the remote monitoring unit


52


and the central unit


54


, numeral


28


. If it is not possible to establish communications through a land line, then there is an attempt to establish the more expensive and less dependable radio frequency cellular link.




The remote monitoring unit


52


transmits to the central unit


54


an initially transmitted data set, numeral


30


. The initially transmitted data set may be related to the monitored data set or unrelated to the monitored data set (as for example information suggesting a sensor failure), the former being the most common. The initially transmitted data set may be the same as the derived data set, or it may include different data. For example, the initially transmitted data set may also include information from other sensors, such as a respiration rate or blood pressure of the patient. The initially transmitted data set is structured to contain the most significant information for decision making and to permit transmission to the central unit


54


in a relatively short time. The central unit


54


therefore has the most significant information needed for further decision making concisely.




The central processing unit


60


of the central unit


54


analyzes the initially transmitted data set, numeral


32


. In performing this analysis, the central unit


54


often relies on patient history (numeral


34


) that is stored in the central unit


54


or is obtainable by a further link to the doctor or hospital that is responsible for the patient. The central unit


54


may be aided in its decision making by human review and consideration of the situation, numeral


66


of FIG.


2


. The human review


66


may be conducted by a medical technician or by the patient's physician. However, at this stage it is preferred that the analysis step


32


be as fully automated as possible so that a decision may be made quickly regarding the need for further information. The analysis and human review at this point are not performed for the purposes of diagnosis, but instead to determine whether more information is required immediately from the remote monitoring unit


52


.




From the information provided to it by the initially transmitted data set and from other sources such as the patient history, the central unit


54


determines the subsequent flow of information from the remote monitoring unit


52


and instructs the remote monitoring unit


52


as appropriate, numeral


36


. The central unit


54


may, for example, determine that no further information need be transmitted, may determine that more information in the form of an additional transmitted data set is required on an urgent basis, or may determine that more information in the form of the additional transmitted data set is required at a later time. The volume and type of data to be transmitted is also determined. In the case where no further information is required, the communication between the remote monitoring unit


52


and the central unit


54


may be immediately terminated, and the remote monitoring unit


52


cycles back to step


22


. In the case where further information is required on an urgent basis, the communication link remains open and the additional transmitted data set is transmitted from the remote monitoring unit


52


to the central unit


54


immediately, numeral


38


. In the case where further information is required at a later time such as at the time of routine data transmissions, the communication link is terminated as far as the urgent communication is concerned but the data of interest is marked for later transmission. At a later delayed time, such as at the time of routine data transmissions for the day, the additional transmitted data is transmitted from the remote monitoring unit


52


to the central unit, numeral


40


. In a typical case, the additional transmitted information is transmitted with routine transmissions using a telephone land line, which is substantially less expensive than using a cellular telephone link and also is accomplished when the remote monitoring unit is receiving line power so that there is no battery drain. The additional transmitted data set selected by the central unit


54


may include the monitored data set, less than the full monitored data set, or more than the monitored data set because, for example, additional information from other sensors is required.




An example is helpful in illuminating the role of the central unit. If the doctor in charge of the patient has instructed that fewer than three premature ventricular contraction (PVC) events per hour is not of concern, but that three or more events per hour is of sufficient concern to require more information on an urgent basis, the remote monitoring unit


52


contacts the central unit upon the occurrence of each such event. The central unit


54


consults the patient history, which contains a running listing of the occurrence of such events. If the present event is found to be the third event in the last hour, then the central unit


54


instructs the remote monitoring unit


52


to transmit the additional transmitted data set on an urgent basis. If the present event does not result in a condition of three or more events in the last hour, it still may be desirable to transmit the waveform for the event and the adjacent time periods for the patient history but only at the next routine transmission. (Alternatively, the PVC count may be maintained by the remote monitoring unit


52


, and contact established with the central unit


54


only when three PVC events are counted in any one-hour period.)




The advantages of the present approach are illustrated in another example. By making decisions based on the initially transmitted data set, it may be necessary to maintain a cellular connection for at most a minute. On the other hand, if the entire monitored data set were automatically transmitted from the remote monitoring unit


52


to the central unit


54


, the time required might be on the order of several minutes of cellular connection time to transmit each 5 minutes of the cardiogram. This connection results in a significant drain on the battery of the remote monitoring unit and extra cellular connection time and cost, which are to be avoided if possible. Where it is judged that there is an urgent need for the additional transmitted data set because the patient may be in danger or the data is of immediate diagnostic value, the cellular link is maintained and the full additional transmitted data set is communicated as necessary so that the patient may be aided.




Although a particular embodiment of the invention has been described in detail for purposes of illustration, various modifications and enhancements may be made without departing from the spirit and scope of the invention. Accordingly, the invention is not to be limited except as by the appended claims.



Claims
  • 1. A method of monitoring a patient, comprising the steps of providing a monitoring apparatus includinga remote monitoring unit associated with the patient, the remote monitoring unit including a sensor that measures a physiological characteristic of the patient, a central unit, and a communications device which selectively establishes a communications link between the remote monitoring unit and the central unit; the remote monitoring unit obtaining a monitored data set for the patient; the remote monitoring unit analyzing the monitored data set to obtain a derived data set from the monitored data set; the remote monitoring unit determining from the derived data set that communication with the central unit is required; establishing a communications link with the central unit; the remote monitoring unit transmitting to the central unit an initially transmitted data set related to the monitored data set; the central unit analyzing the initially transmitted data set; and the central unit instructing the remote monitoring unit as to any additional transmitted data set related to the monitored data set that is to be transmitted from the remote monitoring unit to the central unit and a time at which the additional transmitted data set is to be transmitted based on the condition sensed.
  • 2. The method of claim 1, wherein the monitored data set comprises a cardiogram of the patient.
  • 3. The method of claim 1, wherein the step of the remote monitoring unit analyzing the monitored data set includes the step ofcomparing at least one element of the derived data set to a warning limit.
  • 4. The method of claim 1, wherein the step of the central unit instructing the remote monitoring unit includes the step ofthe central unit instructing the remote monitoring unit to transmit the additional transmitted data set substantially immediately.
  • 5. The method of claim 1, wherein the step of the central unit instructing the remote monitoring unit includes the step ofthe central unit instructing the remote monitoring unit to transmit the additional transmitted data set at a delayed time.
  • 6. The method of claim 1, wherein the additional transmitted data set and the monitored data set are not the same.
  • 7. The method of claim 1, wherein the step of the central unit analyzing the initially transmitted data set includes the step ofthe central unit obtaining a patient history from a memory, and analyzing the initially transmitted data set in relation to the patient history.
  • 8. The method of claim 1, wherein the communications device comprises a radio frequency telephone terminal and a land-line telephone terminal.
  • 9. A method of monitoring a patient, comprising the steps of providing a monitoring apparatus includinga remote monitoring unit associated with the patient, a central unit, and a communications device which selectively establishes a communications link between the remote monitoring unit and the central unit; the remote monitoring unit obtaining a monitored data set for the patient; the remote monitoring unit establishing a communications link with the central unit; the remote monitoring unit transmitting to the central unit an initially transmitted data set related to the monitored data set; the central unit analyzing the initially transmitted data set; the central unit instructing the remote monitoring unit as to an additional transmitted data set that is to be transmitted from the remote monitoring unit to the central unit and a time at which the additional transmitted data set is to be transmitted; and the remote monitoring unit transmitting the additional transmitted data set to the central unit at the time instructed by the central unit based on the condition sensed.
  • 10. The method of claim 9, wherein at least a part of the additional transmitted data set is related to the monitored data set.
  • 11. The method of claim 9, wherein the monitored data set comprises a cardiogram of the patient.
  • 12. The method of claim 9, wherein the step of the central unit instructing the remote monitoring unit includes the step ofthe central unit instructing the remote monitoring unit to transmit the additional transmitted data set substantially immediately.
  • 13. The method of claim 9, wherein the step of the central unit instructing the remote monitoring unit includes the step ofthe central unit instructing the remote monitoring unit to transmit the additional transmitted data set at a delayed time.
  • 14. The method of claim 9, wherein the additional transmitted data set and the monitored data set are not the same.
  • 15. The method of claim 9, wherein the step of the central unit analyzing the initially transmitted data set includes the step ofthe central unit obtaining a patient history from a memory, and the central unit analyzing the initially transmitted data set in relation to the patient history.
  • 16. A method of monitoring a patient, comprising the steps of providing a monitoring apparatus includinga remote monitoring unit associated with the patient, the remote monitoring unit including a sensor that measures a physiological characteristic of the patient, a central unit, and a communications device which selectively establishes a communications link between the remote monitoring unit and the central unit; the remote monitoring unit obtaining a monitored data set for the patient; the remote monitoring unit analyzing the monitored data set to obtain a derived data set from the monitored data set; the remote monitoring unit determining from the derived data set that communication with the central unit is required; establishing a communications link with the central unit; the remote monitoring unit transmitting to the central unit an initially transmitted data set related to the monitored data set; the central unit analyzing the initially transmitted data set; and the central unit instructing the remote monitoring unit as to any additional transmitted data set related to the monitored data set that is to be transmitted from the remote monitoring unit to the central unit and a time at which the additional transmitted data set is to be transmitted based on the step of the central unit analyzing the initially transmitted data set.
  • 17. A method of monitoring a patient, comprising the steps of providing a monitoring apparatus includinga remote monitoring unit associated with the patient, the remote monitoring unit including a sensor that measures a physiological characteristic of the patient, a central unit, and a communications device which selectively establishes a communications link between the remote monitoring unit and the central unit based on to condition sensed; the remote monitoring unit obtaining a monitored data set for the patient; the remote monitoring unit analyzing the monitored data set to obtain a derived data set from the monitored data set; the remote monitoring unit determining from the derived data set that communication with the central unit is required; establishing a communications link with the central unit; the remote monitoring unit transmitting to the central unit an initially transmitted data set related to the monitored data set; the central unit analyzing the initially transmitted data set; and the central unit instructing the remote monitoring unit as to any additional transmitted data set related to the monitored data set that is to be transmitted from the remote monitoring unit to the central unit and a time at which the additional transmitted data set is to be transmitted.
  • 18. A method of monitoring a patient, comprising the steps of providing a monitoring apparatus includinga remote monitoring unit associated wit the patient, the remote monitoring unit including a sensor that measures a physiological characteristic of the patient, a central unit, and a communications device which selectively establishes a communications link between the remote monitoring unit and the central unit; the remote monitoring unit obtaining a monitored data set for the patient; the remote monitoring unit analyzing the monitored data set to obtain a derived data set from the monitored data set; the remote monitoring unit determining from the derived data set that communication with the central unit is required based upon the condition sensed; establishing a communications link with the central unit; the remote monitoring unit transmitting to the central unit an initially transmitted data set related to the monitored data set; the central unit analyzing the initially transmitted data set; and the central unit instructing the remote monitoring unit as to any additional transmitted data set related to the monitored data set that is to be transmitted from the remote monitoring unit to the central unit and a time at which the additional transmitted data set is to be transmitted.
US Referenced Citations (111)
Number Name Date Kind
3478344 Schwitzgebel et al. Nov 1969 A
3768014 Smith et al. Oct 1973 A
3885552 Kennedy May 1975 A
3902478 Konopasek et al. Sep 1975 A
3925762 Keitlinger et al. Dec 1975 A
4173971 Karz Nov 1979 A
4183354 Sibley et al. Jan 1980 A
4211237 Nagel Jul 1980 A
4230127 Larson Oct 1980 A
4241237 Paraskevakos et al. Dec 1980 A
4457315 Bennish Jul 1984 A
4531527 Reinhold, Jr. et al. Jul 1985 A
4535783 Marangoni Aug 1985 A
4598272 Cox Jul 1986 A
4651157 Gray et al. Mar 1987 A
4675656 Narcisse Jun 1987 A
4706689 Man Nov 1987 A
4742357 Rackley May 1988 A
4750197 Denekamp et al. Jun 1988 A
4777478 Hirsch et al. Oct 1988 A
4785291 Hawthorne Nov 1988 A
4819860 Hargrove et al. Apr 1989 A
4952928 Carroll et al. Aug 1990 A
5003984 Muraki et al. Apr 1991 A
5113869 Nappholz et al. May 1992 A
5172698 Stanko Dec 1992 A
5223844 Mansell et al. Jun 1993 A
5301105 Cummings, Jr. Apr 1994 A
5309920 Gallant et al. May 1994 A
5311197 Sorden et al. May 1994 A
5318592 Schaldach Jun 1994 A
5321618 Gessman Jun 1994 A
5334974 Simms et al. Aug 1994 A
5335664 Nagashima Aug 1994 A
5336245 Adams et al. Aug 1994 A
5348008 Bornn et al. Sep 1994 A
5389934 Kass Feb 1995 A
5394879 Gorman Mar 1995 A
5418537 Bird May 1995 A
5422816 Sprague et al. Jun 1995 A
5423869 Poore et al. Jun 1995 A
5458123 Unger Oct 1995 A
5461365 Schlager et al. Oct 1995 A
5470233 Fruchterman et al. Nov 1995 A
5479482 Grimes Dec 1995 A
5487755 Snell et al. Jan 1996 A
5497149 Fast Mar 1996 A
5503158 Coppock et al. Apr 1996 A
5504491 Chapman Apr 1996 A
5515419 Sheffer May 1996 A
5522396 Langer et al. Jun 1996 A
5544661 Davis et al. Aug 1996 A
5549113 Halleck et al. Aug 1996 A
5564429 Bornn et al. Oct 1996 A
5568814 Gallant et al. Oct 1996 A
5573506 Vasko Nov 1996 A
5576952 Stutman et al. Nov 1996 A
5579775 Dempsey et al. Dec 1996 A
5617871 Burrows Apr 1997 A
5620472 Rahbari Apr 1997 A
5626624 Schaldach et al. May 1997 A
5626630 Markowitz et al. May 1997 A
5629678 Gargano et al. May 1997 A
5649303 Hess et al. Jul 1997 A
5652570 Lepkofker Jul 1997 A
5678562 Sellers Oct 1997 A
5704351 Mortara et al. Jan 1998 A
5704364 Saltzstein et al. Jan 1998 A
5704366 Tacklind et al. Jan 1998 A
5713856 Eggers et al. Feb 1998 A
5720770 Nappholz et al. Feb 1998 A
5720771 Snell Feb 1998 A
5724025 Tavori Mar 1998 A
5729197 Cash Mar 1998 A
5730143 Schwarzberg Mar 1998 A
5731757 Layson, Jr. Mar 1998 A
5748103 Flach et al. May 1998 A
5749367 Gamlyn et al. May 1998 A
5749907 Mann May 1998 A
5752976 Duffin et al. May 1998 A
5759199 Snell et al. Jun 1998 A
5882300 Malinouskas et al. Mar 1999 A
5891169 Boheim et al. Apr 1999 A
5913827 Gorman Jun 1999 A
5913881 Benz et al. Jun 1999 A
5931791 Saltzstein et al. Aug 1999 A
5941829 Saltzstein et al. Aug 1999 A
5944659 Flach et al. Aug 1999 A
5950110 Hendrickson Sep 1999 A
5964794 Bolz et al. Oct 1999 A
5966692 Langer et al. Oct 1999 A
5970986 Bolz et al. Oct 1999 A
5987352 Klein et al. Nov 1999 A
5987519 Peifer et al. Nov 1999 A
6026008 Feese Feb 2000 A
6038469 Karlsson et al. Mar 2000 A
6073046 Patel et al. Jun 2000 A
6083248 Thompson Jul 2000 A
6088608 Schulman et al. Jul 2000 A
6093146 Filangeri Jul 2000 A
6101478 Brown Aug 2000 A
6102856 Groff et al. Aug 2000 A
6154674 Meier Nov 2000 A
6160478 Jacobsen Dec 2000 A
6181966 Nigam Jan 2001 B1
6192274 Worzewski Feb 2001 B1
6225901 Kail, IV May 2001 B1
6245092 Schaldach, Jr. Jun 2001 B1
6263243 Lang Jul 2001 B1
6466793 Wallstedt et al. Oct 2002 B1
20020143576 Nolvak et al. Oct 2002
Foreign Referenced Citations (12)
Number Date Country
44 41 907 Jun 1995 DE
0 484 880 Nov 1991 EP
0 834 846 Jan 1996 EP
WO 9625877 Aug 1996 EP
0 811 959 Jun 1997 EP
1 072 994 Jan 2001 EP
2 787 905 Dec 1998 FR
WO 9413197 Jun 1994 WO
WO 9700708 Jan 1997 WO
WO 9944494 Sep 1999 WO
WO 0030529 Jun 2000 WO
WO 0062663 Oct 2000 WO