Senior Fitness - Exercise and Nutrition for Aging Men and Women
FREE Article Feed for your website.
Home Ownership Magazine
Party Planning Information
Article Marketing Resources
Bio-Medical Research Article Database
Informative Articles on Life, Love and Happiness
Tutorials on Business to Writing
Famous Quotes from Famous People
Song Lyric Information
New US Patent Information
Comprehensive List of Content by Category
Online Auctions and Shopping Related Articles
Article Search
Most Recent Articles
Title: Electrical connection assembly with unitary sealing and compression ring
Patent Number: 7,438,327 Issued on 10/21/2008 to Auray,   et al.

Title: Tee baffle for use at inlet or outlet of septic and other on-site waste disposal systems
Patent Number: 7,438,326 Issued on 10/21/2008 to Meyers

Title: Rotating passage
Patent Number: 7,438,325 Issued on 10/21/2008 to Rocca,   et al.

Title: Method and components for repairing broken conduit extending from concrete foundations
Patent Number: 7,438,324 Issued on 10/21/2008 to Keiper

Title: Business communication assembly having one or more recessed areas created through ablation by electromagnetic radiation
Patent Number: 7,438,323 Issued on 10/21/2008 to Lowry,   et al.

Title: Label
Patent Number: 7,438,322 Issued on 10/21/2008 to Miller

Title: Binding system
Patent Number: 7,438,321 Issued on 10/21/2008 to Peleman

Title: Modular roll protection structure (ROPS) for compact tractors
Patent Number: 7,438,319 Issued on 10/21/2008 to Cooper,   et al.

Title: Industrial vehicle
Patent Number: 7,438,318 Issued on 10/21/2008 to Sano

Title: Rollover protection device
Patent Number: 7,438,317 Issued on 10/21/2008 to Rohner,   et al.

Title: Vehicle steering wheel with pivoting horn
Patent Number: 7,438,312 Issued on 10/21/2008 to Boullosa Vazquez,   et al.

Title: Hose for introduction and distribution of inflator gas
Patent Number: 7,438,311 Issued on 10/21/2008 to Konishi

Title: Knee protecting airbag device
Patent Number: 7,438,310 Issued on 10/21/2008 to Takimoto,   et al.

Title: Portable trailer
Patent Number: 7,438,309 Issued on 10/21/2008 to Tai

Title: Ergonomic telescoping handle assembly for wheeled luggage
Patent Number: 7,438,308 Issued on 10/21/2008 to Kim,   et al.

Title: Safety binding
Patent Number: 7,438,307 Issued on 10/21/2008 to Damiani,   et al.

Title: Motorcycle rake and trail adjuster
Patent Number: 7,438,306 Issued on 10/21/2008 to Mrdeza,   et al.

Title: Agricultural tractor with movable step
Patent Number: 7,438,305 Issued on 10/21/2008 to Schulz

Title: Vehicle mount/dismount system
Patent Number: 7,438,304 Issued on 10/21/2008 to Segall

Title: Braking and steering system for a truck, wheeled platform, skateboard or vehicle
Patent Number: 7,438,303 Issued on 10/21/2008 to Cole

Title: Scooter and event forum seat
Patent Number: 7,438,302 Issued on 10/21/2008 to Nichols

Title: Apparatus and methods for moving storage and display systems
Patent Number: 7,438,301 Issued on 10/21/2008 to Schilling,   et al.

Title: Hand truck with pivotal retainer
Patent Number: 7,438,300 Issued on 10/21/2008 to Zien,   et al.

Title: Portable enclosure
Patent Number: 7,438,299 Issued on 10/21/2008 to Vera

Title: Steerable snow sled having multiple pivot points
Patent Number: 7,438,298 Issued on 10/21/2008 to Hoskin

Title: Ski attachment for a cambering vehicle
Patent Number: 7,438,297 Issued on 10/21/2008 to Fernandez,   et al.

Title: Apparatus and method for shifting the center of gravity in a vehicle
Patent Number: 7,438,296 Issued on 10/21/2008 to Stevens

Title: Card game
Patent Number: 7,438,295 Issued on 10/21/2008 to Aida

Title: Method for playing a card game
Patent Number: 7,438,294 Issued on 10/21/2008 to Mendola,   et al.

Title: Facilitated gaming system and method with equalizing criteria for facilitator
Patent Number: 7,438,293 Issued on 10/21/2008 to Sklansky,   et al.

Title: Multi-game playing surface and associated methods
Patent Number: 7,438,292 Issued on 10/21/2008 to Brandt

Title: Board game
Patent Number: 7,438,291 Issued on 10/21/2008 to Kilbane

Title: Sliding shell mechanism for a hollow puzzle
Patent Number: 7,438,290 Issued on 10/21/2008 to Yahyavi

Title: Sheet material stacking apparatus
Patent Number: 7,438,289 Issued on 10/21/2008 to Wada

Title: Recording apparatus
Patent Number: 7,438,288 Issued on 10/21/2008 to Nishiberi,   et al.

Title: Mechanical device for receiving documents
Patent Number: 7,438,287 Issued on 10/21/2008 to Fournier

Title: Workpiece holding jig
Patent Number: 7,438,286 Issued on 10/21/2008 to Umahashi,   et al.

Title: Refrigerator with carbonated water distributor
Patent Number: 7,438,285 Issued on 10/21/2008 to Maritan,   et al.

Title: Cantilevered rail support and covering
Patent Number: 7,438,284 Issued on 10/21/2008 to McGinness,   et al.

Title: Toddler stair safety system
Patent Number: 7,438,283 Issued on 10/21/2008 to Kroll,   et al.

Title: Railing
Patent Number: 7,438,282 Issued on 10/21/2008 to Harder

Title: Pulley for assisting in the take-up or deployment of a heterogeneous system
Patent Number: 7,438,281 Issued on 10/21/2008 to Pesnel

Title: High load flange profile for a wireline drum
Patent Number: 7,438,280 Issued on 10/21/2008 to Doud,   et al.

Title: Tool for pulling nails and other protrusions
Patent Number: 7,438,279 Issued on 10/21/2008 to Eby,   et al.

Title: Tool for extracting an embedded elongated object
Patent Number: 7,438,278 Issued on 10/21/2008 to Wagner

Title: Flow force compensated sleeve valve
Patent Number: 7,438,277 Issued on 10/21/2008 to Jacobsen,   et al.

Title: Electromagnetic valve for brake control
Patent Number: 7,438,276 Issued on 10/21/2008 to Yoshikawa,   et al.

Title: Ball valve for use in heating or cooling systems
Patent Number: 7,438,275 Issued on 10/21/2008 to Jorgensen

Title: Adjustable foot for setting up equipment in alignment
Patent Number: 7,438,274 Issued on 10/21/2008 to Vermeulen

Title: Anchor for securing an object to ground
Patent Number: 7,438,273 Issued on 10/21/2008 to Tota

Title: Device for avoiding inattentive-fall of legged furniture article
Patent Number: 7,438,272 Issued on 10/21/2008 to Kee,   et al.

Title: Holder and wringer for a sponge
Patent Number: 7,438,271 Issued on 10/21/2008 to Iannace

Title: Horizontal mounted hanger holder
Patent Number: 7,438,270 Issued on 10/21/2008 to Ligrano

Title: Adjustable tilt mount
Patent Number: 7,438,269 Issued on 10/21/2008 to Pfister,   et al.

Title: Display bar assembly for merchandising displays
Patent Number: 7,438,268 Issued on 10/21/2008 to Kologe

Title: Paint bucket ladder hook with closed grip design handle
Patent Number: 7,438,267 Issued on 10/21/2008 to Bardill,   et al.

Title: Stackable instrument stadium hardware stand
Patent Number: 7,438,266 Issued on 10/21/2008 to May

Title: Single and double electrical cable holder strip
Patent Number: 7,438,265 Issued on 10/21/2008 to Urzua

Title: Method and associated apparatus for capturing, servicing and de-orbiting earth satellites using robotics
Patent Number: 7,438,264 Issued on 10/21/2008 to Cepollina,   et al.

Title: Optimal aircraft window shape for noise control
Patent Number: 7,438,263 Issued on 10/21/2008 to Rassaian,   et al.

Title: Redundant gas turbine engine mounting arrangement
Patent Number: 7,438,262 Issued on 10/21/2008 to Chamberlain

Title: Stratospheric balloon utilizing electrostatic inflation of walls
Patent Number: 7,438,261 Issued on 10/21/2008 to Porter

Title: Vertical take-off aircraft--C
Patent Number: 7,438,260 Issued on 10/21/2008 to Kusic

Title: Compound aircraft control system and method
Patent Number: 7,438,259 Issued on 10/21/2008 to Piasecki,   et al.

Title: Reel device for winding an electrical cable thereon
Patent Number: 7,438,258 Issued on 10/21/2008 to Chen

Title: Toilet paper dispenser
Patent Number: 7,438,257 Issued on 10/21/2008 to Kennard

Title: Rolled product dispenser
Patent Number: 7,438,256 Issued on 10/21/2008 to Nip,   et al.

Title: Suspended toilet tissue roll holder with auxiliary toilet tissue
Patent Number: 7,438,255 Issued on 10/21/2008 to Burnett

Title: Wind-off device
Patent Number: 7,438,254 Issued on 10/21/2008 to Oettershagen

Title: Spool support system
Patent Number: 7,438,253 Issued on 10/21/2008 to Schunck

Title: Winding device
Patent Number: 7,438,252 Issued on 10/21/2008 to Kusel

Title: Web tensioning device with plural control inputs
Patent Number: 7,438,251 Issued on 10/21/2008 to St. Germain,   et al.

Title: Low entry hose reel device with elevated point of operation
Patent Number: 7,438,250 Issued on 10/21/2008 to Anderson,   et al.

Title: Recording medium cartridge and fabrication method thereof
Patent Number: 7,438,249 Issued on 10/21/2008 to Hiraguchi

Title: Modularized fishing reel spool
Patent Number: 7,438,248 Issued on 10/21/2008 to Tao

Compact apparatus for noninvasive measurement of glucose through near-infrared spectroscopy Number:7,133,710 from the United States Patent and Trademark Office (PTO) owispatent

Home    Author Login    Submit Article    Article Search    Add Your Link    Edit Your Link    Contact Us    Advertising    Disclaimer

   

 
Web LinkGrinder.com

Top Breaking News
     Greek, Cypriot Leaders Resume Unification Talks in Nicosia by Nathan Morley
     Indonesia Tobacco Sales Grow, Raising Health Fears
     South Korea Allows Top Defector to Travel Overseas by VOA News

Title: Compact apparatus for noninvasive measurement of glucose through near-infrared spectroscopy

Abstract: The invention involves the monitoring of a biological parameter through a compact analyzer. The preferred apparatus is a spectrometer based system that is attached continuously or semi-continuously to a human subject and collects spectral measurements that are used to determine a biological parameter in the sampled tissue. The preferred target analyze is glucose. The preferred analyzer is a near-IR based glucose analyzer for determining the glucose concentration in the body.

Patent Number: 7,133,710 Issued on 11/07/2006 to Acosta,   et al.


Inventors: Acosta; George M. (Phoenix, AZ), Henderson; James R. (Phoenix, AZ), Abul Haj; N. Alan (Mesa, AZ), Ruchti; Timothy L. (Gilbert, AZ), Monfre; Stephen L. (Gilbert, AZ), Blank; Thomas B. (Chandler, AZ), Hazen; Kevin H. (Gilbert, AZ)
Assignee: Sensys Medical, Inc. (Chandler, AZ)
Appl. No.: 10/472,856
Filed: March 7, 2003
PCT Filed: March 07, 2003
PCT No.: PCT/US03/07065
371(c)(1),(2),(4) Date: September 18, 2003
PCT Pub. No.: WO03/076883
PCT Pub. Date: September 18, 2003


Current U.S. Class: 600/316
Current International Class: A61B 5/00 (20060101)
Field of Search: 600/310,316,322,344


References Cited [Referenced By]

U.S. Patent Documents
4213462 July 1980 Sato
4548505 October 1985 Ono
4674338 June 1987 Carpenter
4866644 September 1989 Shenk et al.
4882492 November 1989 Schlager
5007423 April 1991 Branstetter et al.
5070874 December 1991 Barnes et al.
5131391 July 1992 Sakai et al.
5348003 September 1994 Caro
5361758 November 1994 Hall et al.
5632273 May 1997 Suzuki
5655530 August 1997 Messerschmidt
5687717 November 1997 Halpern et al.
5747806 May 1998 Khalil et al.
5750994 May 1998 Schlager
5823951 October 1998 Messerschmidt
5825488 October 1998 Kohl et al.
5877664 March 1999 Jackson, Jr.
5879373 March 1999 Roper et al.
5935062 August 1999 Messerschmidt et al.
5945676 August 1999 Khalil et al.
5978691 November 1999 Mills
6040578 March 2000 Malin et al.
6067463 May 2000 Jeng et al.
6088605 July 2000 Griffith et al.
6093156 July 2000 Cunningham et al.
6095974 August 2000 Shemwell et al.
6115673 September 2000 Malin et al.
6144868 November 2000 Parker
6152876 November 2000 Robinson et al.
6157041 December 2000 Thomas et al.
6180416 January 2001 Kuenik et al.
6230034 May 2001 Messerschmidt et al.
6233471 May 2001 Berner et al.
6236047 May 2001 Malin et al.
6240306 May 2001 Rohrscheib et al.
6272364 August 2001 Kurnik
6280381 August 2001 Malin et al.
6289230 September 2001 Chaiken et al.
6304766 October 2001 Kurnik et al.
6326160 December 2001 Dunn et al.
6330464 December 2001 Colvin, Jr. et al.
6334360 January 2002 Chen
6400974 June 2002 Lesho
6405065 June 2002 Malin et al.
6411373 June 2002 Garside et al.
6415167 July 2002 Blank et al.
6442408 August 2002 Wenzel et al.
6449500 September 2002 Asai et al.
6456870 September 2002 Rennert et al.
6475800 November 2002 Hazen et al.
6487429 November 2002 Hockersmith et al.
6493566 December 2002 Ruchti et al.
6501982 December 2002 Ruchti et al.
6512937 January 2003 Blank et al.
6512982 January 2003 Yang
Foreign Patent Documents
WO 00/76575 Dec., 2000 WO

Other References

Diabetes Statistics. Bethesda, MD: National Institute of Health, Publication No. 98-3926, Nov. 1997. cited by other .
The Diabetes Control and Complications Trial Research Group. "The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus." N Eng J of Med 1993;329:977-86. cited by other .
U.K. Prospective Diabetes Study (UKPDS) Group, "Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes," Lancet, vol. 352, pp. 837-853, 1998. cited by other .
Ohkubo, Y., H. Kishikawa, E. Araki, T. Miyata, S. Isami, S. Motoyoshi, Y. Kojima, N. Furuyoshi, and M. Shichizi, "Intensive insulin therapy prevents the progression of diabetic microvascular complications in Japanese patients with non-insulin-dependent diabetes mellitus: a randomized prospective 6-year study," Diabetes Res Clin Pract, vol. 28, pp. 103-117, 1995. cited by other .
Savitzky, A. and M. J. E. Golay. "Smoothing and Differentiation of Data by Simplified Least Squares Procedures," Anal. Chem., vol. 36, No. 8, pp. 1627-1639, 1964. cited by other .
Hazen, Kevin H. "Glucose Determination in Biological Matrices Using Near-Infrared Spectr Sage, Burton H. "FDA Panel Approves Cygnus's Noninvasive GlucoWatch.TM.", Diabetes Technology & Therapeutics, 2, 2000, 115-116.oscopy", doctoral dissertation, University of Iowa, 1995. cited by other .
Tamada, J.A., S. Garg, L. Jovanovic, K.R. Pitzer, S. Fermi, R.O. Potts, "Noninvasive Glucose Monitoring Comprehensive Clinical Results," JAMA, vol. 282, No. 19, pp. 1839-1844, Nov. 17, 1999. cited by other .
"GlucoWatch Automatic Glucose Biographer and AutoSensors", Cygnus Inc., Document #1992-00, Rev. Mar. 2001. cited by other .
Trajanowski, Zlatko; Brunner, Gernot A.; Schaupp, Lucas; Ellmerer, Martin; Wach, Paul; Pieber, Thomas R,; Kotanko, Peter; Skrabai, Falko "Open-Flow Microperfusion of Subcutaneous Adipose Tissue for ON-Line Continuous Ex Vivo Measurement of Glucose Concentration", Diabetes Care, 20, 1997, 1114-1120. cited by other .
Trajanowski, Zlatko; Wach, Paul; Gfrerer, Robert "Portable Device for Continuous Fractionated Blood Sampling and Continuous ex vivo Blood Glucose Monitoring", Biosensors and Bioelectronics, 11, 1996, 479-487. cited by other .
Gross, Todd M.; Bode, Bruce W.; Einhorn, Daniel; Kayne, David M.; Reed, John H.; White, Neil H.; Mastrototaro, John J. "Performance Evaluation of the MiniMed Continuous Glucose Monitoring System During Patient Home Use", Diabetes Technology & Therapeutics, 2, 2000, 49-56. cited by other .
Rebrin, Kerstin; Steil, Gary M.; Antwerp, William P. Van; Mastrototaro, John J. "Subcutaneous Glucose Predicts Plasma Glucose Independent of Insulin: Implications for Continuous Monitoring", Am., J. Physiol., 277, 1999, E561-E571, 0193-1849/99, The American Physiological Society, 1999. cited by other .
Geladi, P., D. McDougall and H. Martens. "Linearization and Scatter-Correction for Near-Infrared Reflectance Spectra of Meat," Applied Spectroscopy, vol. 39, pp. 491-500, 1985. cited by other .
R.J. Barnes, M.S. Dhanoa, and S. Lister, Standard Normal Variate Transformation and De-trending of Near-Infrared Diffuse Reflectance Spectra, Applied Spectroscopy, 43, pp. 772-777, 1989. cited by other .
T. Isaksson and B. R. Kowalski, "Piece-Wise Multiplicative Scatter Correction Applied to Near-Infrared Diffuse Transmittance Data From Meat Products", Applied Spectroscopy, 47, pp. 702-709, 1993. cited by other .
H. Martens and E. Stark, "Extended multiplicative signal correction and spectral interference subtraction: new preprocessing methods for near infrared spectroscopy", J. Pharm Biomed Anal, 9, pp. 625-635, 1991. cited by other .
T. Isaksson, Z. Wang, and B. R. Kowalski, Optimised scaling (OS-2) regression applied to near infrared . . . food products, J. Near Infrared Spectroscopy, 1, pp. 85-97, 1993. cited by other .
Sum, S.T., "Spectral Signal Correction for Multivariate Calibration," Doctoral Disseration, University of Delaware, Summer 1998. cited by other .
Sum, S.T. and S.D. Brown, "Standardization of Fiber-Optic Probes for Near-Infrared Multivariate Calibrations," Applied Spectroscopy, vol. 52, No. 6, pp. 869-877, 1998. cited by other .
T. B. Blank, S.T. Sum, S.D. Brown and S.L. Monfre, "Transfer of near-infrared multivariate calibrations without standards," Analytical Chemistry, 68, pp. 2987-2995, 1996. cited by other .
Massart, D.L., B.G.M. Vandeginste, S.N. Deming, Y. Michotte and L. Kaufman, Chemometrics: a textbook, New York: Elsevier Science Publishing Company, Inc., 1990. cited by other .
Oppenheim, Alan V. and R. W. Schafer, Digital Signal Processing, Englewood Cliffs, NJ: Prentice Hall, 1975, pp. 195-271. cited by other .
Otto, M., Statistics and Computer Application in Analytical Chemistry; Chemometrics, Weinheim: Wiley-VCH, 1999. cited by other .
Beebe, K.R., R.J. Pell and M.B. Seasholtz, Chemometrics A Practical Guide, New York: John Wiley & Sons, Inc., 1998. cited by other .
M.A. Sharaf, D.L. Illman and B.R. Kowalski, Chemometrics, New York: John Wiley & Sons, Inc., 1996. cited by other.

Primary Examiner: Winakur; Eric F.
Attorney, Agent or Firm: Glenn; Michael A. Glenn Patent Group

Parent Case Text



CROSS REFERENCE TO RELATED APPLICATIONS

This application claims benefit of U.S. Provisional Patent Application Ser. Nos. 60/362,885, filed on Mar. 8, 2002, entitled Apparatus For Noninvasive Blood Analyte Determination; and 60/362,899, filed on Mar. 8, 2002 entitled Calibration Methods In Noninvasive Blood Analyte Determination; and 60/448,840, filed on Feb. 19, 2003, entitled Compact Apparatus for Noninvasive Measurement of Glucose through Near-Infrared Spectroscopy; and is a continuation-in-part of U.S. patent application Ser. No. 09/956,747, filed on Sep. 17, 2001.
Claims



The invention claimed is:

1. An apparatus for noninvasive measurement of glucose through near-infrared spectroscopy, comprising: a base module comprising a grating and a detector array, said base module further comprising: means for bias correcting one or more of spectral data collected in (X) and glucose concentration data (Y); a sampling module, securely and removeably attachable to a sample site, and coupled to said base module, said sampling module comprising an illumination source; and a communication bundle for carrying optical and/or electrical signals between said base module and said sampling module, and for carrying power to said sampling module from said base module, wherein said base module further comprises means for calibrating to an individual or a group of individuals based upon a calibration data set comprised of paired data points of processed spectral measurements and reference biological parameter values.

2. The apparatus of claim 1, further comprising: an optic system located before and/or after said sample site for coupling said illumination source to said sample and said sample to said detector array.

3. The apparatus of claim 2, said optic system comprising any of: an optical filter, a light blocker, and a standardization material.

4. The apparatus of claim 1, said sampling module further comprising at least one of: a low profile sampling interface; a low wattage stabilized source in close proximity to said sampled site; an excitation collection cavity or optics; a guide; a preheated interfacing solution; means for maintaining a temperature controlled skin sample; a mechanism for constant pressure and/or displacement of sampled skin tissue; a photonic stimulation source; and collection optics or fiber.

5. The apparatus of claim 1, said sampling module further comprising: a guide that is securely and removeably attached to said sampling site, said guide continuously and/or periodically physically and optically locating said sampling module relative to said sample site in a repeatable manner and with minimal disturbance to said sampling site.

6. The apparatus of claim 5, further comprising: means for pretreatment of said sample site to provide appropriate contact of said sampling module to said sampling site to reduce specular reflectance, to approach and maintain appropriate sampling site temperature variation, and to minimize sampling site hydration changes.

7. The apparatus of claim 5, wherein said sampling module reversibly couples into said guide for reproducible contact pressure and/or sampling location.

8. The apparatus of claim 7, said guide further comprising: at least one magnet for aiding in positioning a sampling module probe to ensure proper penetration of said probe into a guide aperture, and to enable a constant pressure and/or displacement interface of said sampling site; wherein said magnet is optionally electrically activated to facilitate controlled movement into a guide aperture and to allow, through reversal of said magnet poles, withdrawal from said guide aperture without pulling.

9. The apparatus of claim 7, wherein said reversible coupling of said sampling module into said guide allows said sampling module to be removed and coupled to an intensity reference and/or a wavelength reference that have a same guide interface.

10. The apparatus of claim 9, wherein said intensity reference comprises a 99% reflective material, and wherein said wavelength reference is polystyrene.

11. The apparatus of claim 1, wherein said sampling module collects a diffusely reflected or transflected signal from said sampling site.

12. The apparatus of claim 1, either of said base module and said sampling module comprising any of: a wavelength reference standard; and an intensity reference standard.

13. The apparatus of claim 1, wherein said communication bundle is integrated between said sampling module and said base module.

14. The apparatus of claim 1, wherein said sampling module and said base module are integrated together into a handheld unit.

15. The apparatus of claim 1, said sampling module comprising: a housing a reflector; a lamp comprising a tungsten halogen source, coupled to said reflector; and a photodiode for monitoring said lamp and for maintaining said lamp's output stable by means of a lamp output controller.

16. The apparatus of claim 15, wherein said reflector, and hence incident light emanating therefrom, is centered on an angle off of a normal to said sample site to allow room for a collection fiber.

17. The apparatus of claim 15, wherein light is focused through a silicon window onto an aperture at said sample site, wherein said silicon window comprises a longpass filter.

18. The apparatus of claim 1, said sampling module further comprising: a heater for maintaining said sampling site at a constant temperature.

19. The apparatus of claim 1, said sampling module further comprising: a detection fiber for collecting diffusely reflected light.

20. The apparatus of claim 1, wherein said base module either resides on a support surface, or said base module may be worn by a person.

21. The apparatus of claim 1, wherein said sampling module couple to any of a hand, finger, palmar region, base of thumb, forearm, volar aspect of the forearm, dorsal aspect of the forearm, upper arm, head, earlobe, eye, tongue, chest, torso, abdominal region, thigh, calf, foot, plantar region, and toe.

22. The apparatus of claim 1, further comprising: a docking station for said base module.

23. The apparatus of claim 1, wherein said base module is coupled directly to said sampling module, with said communication bundle forming an integral part thereof.

24. The apparatus of claim 1, wherein said sampling module further comprises: a housing, providing light blocking in ultraviolet wavelengths, visible wavelengths, and near-infrared wavelengths from 700 to 1000 nm.

25. The apparatus of claim 24, wherein said housing is constructed of silicon, and has a thickness of about 1 mm.

26. The apparatus of claim 1, said illumination source comprising; a tungsten halogen source ranging in power from 0.05 W to 5 W.

27. The apparatus of claim 1, said illumination source comprising: at least one light emitting diode (LED).

28. The apparatus of claim 1, further comprising: a photodiode; and a feedback controller for allowing said illumination source to be driven at different levels at different points in time during and prior to data acquisition; wherein said photodiode is placed before an optional order sorter to detect visible light from said illumination source; and wherein said photodiode comprises any of a silicon, lnGaAs, lnPGaAs, PbS, and PbSe detector.

29. The apparatus of claim 1, said illumination source further comprises: a reflector having any of a parabolic, elliptical, and spherical shape.

30. The apparatus of claim 29, wherein said source, said housing, and said reflector are arranged to bring in source light nearly parallel to said sample site surface.

31. The apparatus of claim 1, wherein said sampling module further comprising: folding optics for bringing light in at a low angle relative to said sampling site surface, wherein said folding optics optionally comprise any of a mirror and a focusing mirror.

32. The apparatus of claim 1, said communication bundle further comprising: quick connect optics which comprise; a first collection optic that is fixed into said communication bundle; and a connector in said communication bundle for accepting a second collection optic that in turn couples to said base module.

33. The apparatus of claim 32, further comprising: at least one optical device for coupling light by any of magnifying and de-magnifying lenses and folding mirrors.

34. The apparatus of claim 33, wherein said second collection optic is readily removed from said sampling module, allowing said sampling module to remain in contact with said sampling site.

35. The apparatus of claim 1, wherein said illumination source further comprises a heat source.

36. The apparatus of claim 1, further comprising: an optical filter located between said illumination source and said sampling site.

37. The apparatus of claim 36, wherein said optical filter is located after said illumination source but not in contact with any of said sampling site and a coupling fluid.

38. The apparatus of claim 36, wherein said optical filter comprises: at least two filters located between said illumination source and said sampling site, wherein a first filter removes heat, and wherein a second filter reduces spectral reflectance.

39. The apparatus of claim 36, wherein said optical filter comprises: a silicon filter for removing light under 1050 nm, wherein a grating can be used in the 1150 to 1850 nm region without detection of second or higher order light off of said grating, wherein said silicon filter is placed before the grating and after said sampling site.

40. The apparatus of claim 36, wherein said optical filter comprises: a filter comprising of any of the following: a filter that is a silicon longpass optic; a filter that is coated to block about 1900 to 2500 nm; a filter that is antireflection-coated to match refractive indices and increase light throughput, and/or used in combination with shortpass filters; a filter that is coated with a blocker for removing a largest intensity of a black body curve of a typical tungsten halogen source that is not blocked by silicon, wherein said blocking band may cover any region from about 1800 nm on up to 3000 nm; and a filter that is used in combination with an RG glass that cuts off at about 2500 nm to provide a bandpass filter passing light from approximately 1100 to 2500 nm, wherein said filter combination is optionally used in conjunction with a coating layer to provide a bandpass from 1100 to 1900 nm.

41. The apparatus of claim 1, said sampling module further comprising: a member shaped into a parabolic optic surrounding part of said illumination source, wherein an outside of said member is coated with a reflector.

42. The apparatus of claim 41, wherein said member comprises any of silicon and plastic parts.

43. The apparatus of claim 1, said sampling module further comprising: an illumination source filament that is wrapped around a collection fiber; and a reflector for directing light into an aperture for admission therethrough to said sampling site, wherein said reflector optionally is any of surface coated for reflectance on an incident light surface, and transmissive with an outer surface of said reflector being reflectively coated.

44. The apparatus of claim 43, further comprising: a window defined between said illumination source and said sampling site, said window optionally comprising a filter.

45. The apparatus of claim 1, said sampling module further comprising: a broadband source operatively combined with a single element detector.

46. The apparatus of claim 1, said sampling module further comprising: a Fabry-Perot interferometer.

47. The apparatus of claim 1, said sampling module comprising: a surface defining an aperture for providing optical pathlengths within a sample for indirectly monitoring glucose concentrations within a body, providing acceptable energy delivery to said sampling site, and providing appropriate heating/temperature control of said sampling site; wherein variation of said aperture affects a net analyte signal of a sampled tissue.

48. The apparatus of claim 47, further comprising: a fiber optic collection fiber placed in a center of an illumination area defined by said aperture.

49. The apparatus of claim 47, further comprising: means for performing an indirect determination of glucose from sample constituents which comprise any of fat, protein, and water and that are distributed as a function of depth in a sample, wherein a magnitude of an indirect signal varies with said aperture.

50. The apparatus of claim 47, further comprising: a removable plug for placement in said aperture to stabilize tissue at said sampling site by providing a same tissue displacement as a probe.

51. The apparatus of claim 47, further comprising: a contact window for allowing a continuous barrier for hydration of said sampling site and a constant pressure interface.

52. The apparatus of claim 1, wherein said sampling module is semi-permanently attached to said sampling site with a replaceable adhesive.

53. The apparatus of claim 1, said sampling module further comprising any of: means for any of photonic stimulation, ultrasound pretreatment, mechanical stimulation, cooling, and, heating.

54. The apparatus of claim 1, said sampling module further comprising any of: an LED for providing photonic stimulation to induce capillary blood vessel dilation.

55. The apparatus of claim 1, further comprising: a coupling fluid disposed between said sampling module and said sampling site for coupling incident photons into a tissue sample, wherein said coupling fluid is optionally preheated to minimize changes to a surface temperature of said sampling site, and minimize spectral changes observed from said tissue sample, wherein said coupling fluid, if preheated, is preheated using any of illumination source energy, sampling site heater energy; and an auxiliary heat source.

56. The apparatus of claim 55, further comprising: means for automated delivery of said coupling fluid prior to sampling.

57. The apparatus of claim 1, said sampling module further comprising: a collection fiber placed into an aperture formed through a base, said collection fiber being in contact with a sampling site surface.

58. The apparatus of claim 1, further comprising: means for using any of a signal and an absence of observed intensity at large water absorbance bands near 1450, 1900, and 2500 nm to determine when said sampling module is in good spectral contact with a sampling site surface.

59. The apparatus of claim 1, wherein said base module further comprises: a two-way wireless communication system for transferring data between said base module and any of said sampling module and a data collection/processing system.

60. The apparatus of claim 1, further comprising: means for standardizing a near-infrared wavelength based on a comparative analysis of a master and slave spectra of a standardization material.

61. The apparatus of claim 60, said means for standardizing comprising: a material having absorption bands in a targeted wavelength region for determining said x-axis, said material comprising any of polystyrene, erbium oxide, dysprosium oxide, and holmium oxide.

62. The apparatus of claim 61, wherein said material used for standardization is any of: measured external to said base module; measured continuously and mounted within said base module in a separate light path, wherein said internal wavelength standard is measured simultaneously with said sample; moved through an actuator into a main optical train at an appropriate time; wherein a reference spectrum is collected in any of a transmittance mode, reflectance mode, or a diffuse reflectance mode.

63. The apparatus of claim 60, further comprising: means for measuring a reference spectrum and a (wavelength) standardization spectrum through spectroscopic measurement of a non-absorbing material and a material with known and immutable spectral absorbance bands, respectively.

64. The apparatus of claim 63, said means for measuring further comprising: a master spectrum of a standardization material, and means for determining a discrepancy between said master spectrum and an instrument standardization spectrum; wherein said master spectrum and wavelength regions are optionally stored in a nonvolatile memory.

65. The apparatus of claim 64, wherein at least one window across a spectrum of said x-axis phase shift between said master spectrum and an acquired spectrum are determined through a cross-correlation function after removing instrument related baseline variations, wherein said phase shift is used to correct (standardize) said x-axis of said acquired spectrum to said master spectrum.

66. The apparatus of claim 1, wherein for glucose measurement, said reference values comprise at least one of the following: finger capillary blood glucose, alternate site capillary blood glucose at a site on the body other than the finger, interstitial glucose, or venous blood glucose.

67. The apparatus of claim 1, wherein said base module is integrally connected to a docking station; wherein said docking station comprises a computer and a glucose management center; wherein said glucose management center keeps track of events occurring in time comprising any of glucose intake, insulin delivery, and determined glucose concentration.

68. The apparatus of claim 1, said base module further comprising: means for estimating precision of measurement through a statistical analysis of repeated or successive measurements; and means for determining when a biological parameter is close to a preset level through a statistical estimate of confidence limits of a future analyte prediction made through a simple slope (change in said biological parameter over change in time) estimate based on an exponentially moving average, where said confidence limits are based upon said estimate of precision.

69. The apparatus of claim 1, said base module further comprising: means for determining when a biological parameter is close to a preset level through a standard time series analysis; wherein an alarm is invoked if an associated present alarm level is within a confidence interval of a future biological parameter prediction.

70. The apparatus of claim 1, either of said sampling module and said base module further comprising: means for taking any of continuous and semi-continuous measurements when said sampling module is in contact with said sampling site.

71. The apparatus of claim 1, said base module further comprising: means for using time based information and trends to perform various functions comprising any of: estimation of precision; estimation of a confidence intervals; and prediction of future events.

72. The apparatus of claim 1, further comprising: a link provided to an insulin delivery system to provide a feedback mechanism for control purposes.

73. The apparatus of claim 1, any of said base module and said sampling module comprising: a spectrometer system comprising LEDs to provide near-infrared radiation to said sample site over predefined wavelength ranges, wherein each of said LEDs provides near-infrared radiation over a band of wavelengths.

74. The apparatus of claim 73, wherein wavelengths of said LEDs are selected specifically to optimize a signal-to-noise ratio of a net analyte signal of a target analyte, and are arranged at various distances with respect to detection elements to provide a means for sampling various tissue volumes for purposes of averaging and determination of a differential measurement.

75. The apparatus of claim 73, wherein said LEDs are sequentially energized one at a time and/or in groups to obtain various estimates of diffuse reflectance of various tissue volumes at specific wavelengths or bands of wavelengths.

76. The apparatus of claim 73, wherein said LEDs are pulsed to provide short measurements with high signal-to-noise ratios to provide greater illumination intensity while avoiding photo heating of a sampled tissue volume.

77. The apparatus of claim 73, wherein said LEDs are modulated at a particular duty cycle and frequency to remove additive noise and to provide simultaneous measurement of multiple wavelengths.

78. The apparatus of claim 73, wherein said LEDs illuminate said sample site directly.

79. The apparatus of claim 73, further comprising: a mixing chamber with a reflective surface located between said LEDs and an optical window to provide a nearly uniform distribution onto a sample tissue region surrounding a detection fiber, wherein each LED is optionally recessed into a material having a reflective surface.

80. The apparatus of claim 73, wherein groups of LEDs are employed with each group associated with a single filter type, and wherein said LEDs are arranged at distances surrounding a detection fiber and energized to enable detection of light associated with different wavelength bands and different illumination to detection distances.

81. The apparatus of claim 80, wherein said groups of LEDs are arranged in any of: annuli (rings) at specific distances surrounding said detection fiber, wherein said filters are arranged in rings surrounding said detection fiber and covering associated LEDs; and wedges surrounding said detection fiber, wherein said filters are either of a wedged or triangular shape and are arranged to cover associated LEDs.

82. The apparatus of claim 80, wherein each LED or group of LEDs has an associated optical filter that is used to limit a bandwidth of emitted light wherein a different filter is mounted such that light emitted and delivered to said sampling site from said LED passes through said filter, wherein a filter associated with an LED has a specific bandwidth and is centered on a particular wavelength that is within a native bandwidth of said LED, wherein groups of LEDs are optionally associated with a same filter.

83. The apparatus of claim 80, wherein said LEDs have a bandwidth relatively broader than net analyte and interference signals.

84. The apparatus of claim 80, wherein said LED's are used in a spectrometer without a dispersive element and a single element detector, wherein thin dielectric films are used as in Fabry-Perot interference filters and a filter is associated with each LED.
Description



BACKGROUND OF THE INVENTION

1. Field of the Invention

This invention relates generally to the noninvasive measurement of biological parameters through near-infrared spectroscopy. In particular, an apparatus and a method are disclosed for noninvasively, and continuously or semi-continuously, monitoring a biological parameter, such as glucose in tissue.

2. Discussion of the Prior Art

Diabetes

Diabetes is a chronic disease that results in improper production and use of insulin, a hormone that facilitates glucose uptake into cells. Diabetes can be broadly categorized into four forms: diabetes, impaired glucose tolerance, normal physiology, and hyperinsulinemia (hypoglycemia). While a precise cause of diabetes is unknown, genetic factors, environmental factors, and obesity appear to play roles. Diabetics have increased risk in three broad categories: cardiovascular heart disease, retinopathy, and neuropathy. Diabetics may have one or more of the following complications: heart disease and stroke, high blood pressure, kidney disease, neuropathy (nerve disease and amputations), retinopathy, diabetic ketoacidosis, skin conditions, gum disease, impotence, and fetal complications. Diabetes is a leading cause of death and disability worldwide.

Diabetes Prevalence and Trends

Diabetes is a common and growing disease. The World Health Organization (WHO) estimates that diabetes currently afflicts one hundred fifty-four million people worldwide. Fifty-four million diabetics live in developed countries. The WHO estimates that the number of people with diabetes will grow to three hundred million by the year 2025. In the United States, 15.7 million people or 5.9% of the population are estimated to have diabetes. Within the United States, the prevalence of adults diagnosed with diabetes increased by six percent in 1999 and rose by thirty-three percent between 1990 and 1998. This corresponds to approximately eight hundred thousand new cases every year in America. The estimated total cost to the United States economy alone exceeds $90 billion per year (Diabetes Statistics. Bethesda, Md.: National Institute of Health, Publication No. 98-3926, November 1997).

Long-term clinical studies show that the onset of diabetes related complications can be significantly reduced through proper control of blood glucose concentrations (The Diabetes Control and Complications Trial Research Group. The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Eng J of Med 1993; 329:977 86; U.K. Prospective Diabetes Study (UKPDS) Group, "Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes," Lancet, vol. 352, pp. 837 853, 1998; Ohkubo, Y., H. Kishikawa, E. Araki, T. Miyata, S. Isami, S. Motoyoshi, Y. Kojima, N. Furuyoshi, and M. Shichizi, "Intensive insulin therapy prevents the progression of diabetic microvascular complications in Japanese patients with non-insulin-dependent diabetes mellitus: a randomized prospective 6-year study," Diabetes Res Clin Pract, vol. 28, pp. 103 117, 1995). A vital element of diabetes management is the self-monitoring of blood glucose levels by diabetics in the home environment. However, current monitoring techniques discourage regular use due to the inconvenient and painful nature of drawing blood through the skin prior to analysis (The Diabetes Control and Complication Trial Research Group, "The effect of intensive treatment of diabetes on the development and progression of long-term complications of insulin-dependent diabetes mellitus", N. Engl. J. Med., 329, 1993, 997 1036). Unfortunately, recent reports indicate that even periodic measurement of glucose by individuals with diabetes, (e.g. seven times per day) is insufficient to detect important glucose fluctuations and properly manage the disease. In addition, nocturnal monitoring of glucose levels is of significant value but is difficult to perform due to the state of existing technology. Therefore, a device that provides noninvasive, automatic, and nearly continuous measurements of glucose levels would be of substantial value to people with diabetes. Implantable glucose analyzers eventually coupled to an insulin delivery system providing an artificial pancreas are also being pursued.

Description of Related Technology

Common technologies are used to analyze the blood glucose concentration of samples collected by venous draw and with capillary stick approaches. Glucose analysis includes techniques such as colorimetric and enzymatic glucose analysis. Many of the invasive, traditional invasive, alternative invasive, and minimally invasive glucose analyzers use these technologies. The most common enzymatic based glucose analyzers use glucose oxidase, which catalyzes the reaction of glucose with oxygen to form gluconolactone and hydrogen peroxide, equation 1. Glucose determination may be achieved by techniques based upon depletion of oxygen in the sample, through the changes in sample pH, or via the formation of hydrogen peroxide. A number of colorimetric and electro-enzymatic techniques further use the reaction products as a starting reagent. For example, hydrogen peroxide reacts in the presence of platinum to form the hydrogen ion, oxygen, and current any of which may be used to determine the glucose concentration, equation 2. glucose+O.sub.2.fwdarw.gluconolactone+H.sub.2O.sub.2 eq. 1 H.sub.2O.sub.2.fwdarw.2H.sup.++O.sub.2+2e.sup.- eq. 2

Due to the wide and somewhat loose terminology in the field, the terms traditional invasive, alternative invasive, noninvasive, and implantable are here outlined:

Traditional Invasive Glucose Determination

There are three major categories of traditional (classic) invasive glucose determinations. The first two methodologies use blood drawn with a needle from an artery or vein, respectively. The third group consists of capillary blood obtained via lancet from the fingertip or toes. Over the past two decades, this last method has become the most common method for self-monitoring of blood glucose at home, at work, or in public settings.

Alternative Invasive Glucose Determination

There are several alternative invasive methods of determining glucose concentrations.

A first group of alternative invasive glucose analyzers have a number of similarities to traditional invasive glucose analyzers. One similarity is that blood samples are acquired with a lancet. Obviously, this form of alternative invasive glucose determination may not be used to collect venous or arterial blood for analysis, but may be used to collect capillary blood samples. A second similarity is that the blood sample is analyzed using chemical analyses that are similar to the colorimetric and enzymatic analyses describe above. The primary difference is that in an alternative invasive glucose determination the blood sample is not collected from the fingertip or toes. For example, according to package labeling the TheraSense.RTM. FreeStyle Meter.TM. may be used to collect and analyze blood from the forearm. This is an alternative invasive glucose determination due to the location of the lancet draw.

In this first group of alternative invasive methods based upon blood draws with a lancet, a primary difference between the alternative invasive and traditional invasive glucose determination is the location of blood acquisition from the body. Additional differences include factors such as the gauge of the lancet, the depth of penetration of the lancet, timing issues, the volume of blood acquired, and environmental factors such as the partial pressure of oxygen, altitude, and temperature. This form of alternative invasive glucose determination includes samples collected from the palmar region, base of thumb, forearm, upper arm, head, earlobe, torso, abdominal region, thigh, calf, and plantar region.

A seond group of alternative invasive glucose analyzers are distinguished by their mode of sample acquisition. This group of glucose analyzers has a common characteristic of acquiring a biological sample from the body or modifying the surface of the skin to gather a sample without use of a lancet for subsequent analysis. For example, a laser poration based glucose analyzer would use a burst or stream of photons to create a small hole in the surface of the skin. A sample of basically interstitial fluid would collect in the resulting hole. Subsequent analysis of the sample for glucose would constitute an alternative invasive glucose analysis whether or not the sample was actually removed from the created hole. A second common characteristic is that a device and algorithm are used to determine glucose from the sample.

A number of methodologies exist for the collection of the sample for alternative invasive measurements including laser poration, applied current, and suction. The most common are summarized here: A. Laser poration: In these systems, photons of one or more wavelengths are applied to skin creating a small hole in the skin barrier. This allows small volumes of interstitial fluid to become available to a number of sampling techniques. B. Applied current: In these systems, a small electrical current is applied to the skin allowing interstitial fluid to permeate through the skin. C. Suction: In these systems, a partial vacuum is applied to a local area on the surface of the skin. Interstitial fluid permeates the skin and is collected.

For example, a device that acquires a sample via iontophoresis, such as Cygnus'.RTM. GlucoWatch.TM., is an alternative invasive technique.

In all of these techniques, the analyzed sample is interstitial fluid. However, some of the techniques can be applied to the skin in a fashion that draws blood. Herein, the term alternative invasive includes techniques that analyze biosamples such as interstitial fluid, whole blood, mixtures of interstitial fluid and whole blood, and selectively sampled interstitial fluid. An example of selectively sampled interstitial fluid is collected fluid in which large or less mobile constituents are not fully represented in the resulting sample. For this group of alternative invasive glucose analyzers sampling sites include: the hand, fingertips, palmar region, base of thumb, forearm, upper arm, head, earlobe, eye, chest, torso, abdominal region, thigh, calf, foot, plantar region, and toes. In this document, any technique that draws biosamples from the skin without the use of a lancet on the fingertip or toes is referred to as an alternative invasive technique.

In addition, it is recognized that the alternative invasive systems each have different sampling approaches that lead to different subsets of the interstitial fluid being collected. For example, large proteins might lag behind in the skin while smaller, more diffusive, elements may be preferentially sampled. This leads to samples being collected with varying analyte and interferent concentrations. Another example is that a mixture of whole blood and interstitial fluid may be collected. Another example is that a laser poration method can result in blood droplets. These techniques may be used in combination. For example the Soft-Tact, SoftSense in Europe, applies a suction to the skin followed by a lancet stick. Despite the differences in sampling, these techniques are referred to as alternative invasive techniques sampling interstitial fluid.

Sometimes, the literature refers to the alternative invasive technique as an alternative site glucose determination or as a minimally invasive technique. The minimally invasive nomenclature derives from the method by which the sample is collected. In this document, the alternative site glucose determinations that draw blood or interstitial fluid, even_microliter, are considered to be alternative invasive glucose determination techniques as defined above. Examples of alternative invasive techniques include the TheraSense.RTM. FreeStyle.TM. when not sampling fingertips or toes, the Cygnus.RTM. GlucoWatch.TM., the One Touch.RTM. Ultra.TM., and equivalent technologies.

Biosamples collected with alternative invasive techniques are analyzed via a large range of technologies. The most common of these technologies are summarized below: A. Conventional: With some modification, the interstitial fluid samples may be analyzed by most of the technologies used to determine glucose concentrations in serum, plasma, or whole blood. These include electrochemical, electroenzymatic, and colorimetric approaches. For example, the enzymatic and colorimetric approaches described above may also be used to determine the glucose concentration in interstitial fluid samples. B. Spectrophotometric: A number of approaches, for determining the glucose concentration in biosamples, have been developed that are based upon spectrophotometric technologies. These techniques include: Raman and fluorescence, as well as techniques using light from the ultraviolet through the infrared [ultraviolet (200 to 400 nm), visible (400 to 700 nm), near-IR (700 to 2500 nm or 14,286 to 4000 cm.sup.-1), and infrared (2500 to 14,285 nm or 4000 to 700 cm.sup.-1)].

In this document, an invasive glucose analyzer is the genus of both the traditional invasive glucose analyzer species and the alternative invasive glucose analyzer species.

Noninvasive Glucose Determination

There exist a number of noninvasive approaches for glucose determination. These approaches vary widely, but have at least two common steps. First, an apparatus is used to acquire a reading from the body without obtaining a biological sample. Second, an algorithm is used to convert this reading into a glucose determination.

One species of noninvasive glucose analyzers are those based upon the collection and analysis of spectra. Typically, a noninvasive apparatus uses some form of spectroscopy to acquire the signal or spectrum from the body. Used spectroscopic techniques include but are not limited to Raman, fluorescence, as well as techniques using light from ultraviolet through the infrared [ultraviolet (200 to 400 nm), visible (400 to 700 nm), near-IR (700 to 2500 nm or 14,286 to 4000 cm.sup.-1), and infrared (2500 to 14,285 nm or 4000 to 700 cm.sup.-1)]. A particular range for noninvasive glucose determination in diffuse reflectance mode is about 1100 to 2500 nm or ranges therein (Hazen, Kevin H. "Glucose Determination in Biological Matrices Using Near-infrared Spectroscopy", doctoral dissertation, University of Iowa, 1995). It is important to note, that these techniques are distinct from the traditionally invasive and alternative invasive techniques listed above in that the sample analyzed is a portion of the human body in-situ, not a biological sample acquired from the human body.

Typically, three modes are used to collect noninvasive scans: transmittance, transflectance, and/or diffuse reflectance. For example the light, spectrum, or signal collected may be light transmitting through a region of the body, diffusely transmitting, diffusely reflected, or transflected. Transflected here refers to collection of the signal not at the incident point or area (diffuse reflectance), and not at the opposite side of the sample (transmittance), but rather at some point or region of the body between the transmitted and diffuse reflectance collection area. For example, transflected light enters the fingertip or forearm in one region and exits in another region. When using the near-IR, the transflected radiation typically radially disperses 0.2 to 5 mm or more awa


Free Web Sudoku Puzzles.
Solve with your browser.
    2       3    
8 4   6          
  5 9 7     1    
    5   1     3  
  6     8     1  
  9     4   2    
    7     8 6 2  
          2   7 8
    6       9    
What is it?



Add Your Site · Terms Of Service · Privacy Policy


DISCLAIMER
Linkgrinder is a free service that searches the Internet and indexes all files found so that you may search quickly and easily for shared files. These files are created and made available individually by users whose identity we are not aware of and who we have no control over. In essence we function like a search engine tool; these files ARE NOT STORED OR SERVED BY OUR NETWORK. We are not responsible for any materials obtained by using our service. We do not monitor any of the contents of these files. These files may contain viruses, illegal materials, materials inappropriate for minors, offensive files and the like. BY USING OUR SERVICE, YOU ASSUME FULL RESPONSIBILITY FOR DOWNLOADING THESE MATERIALS AND WILL INDEMNIFY US FOR ANY DAMAGES THAT MAY BE INCURRED.

For More Specific Information VIEW OUR TERMS OF SERVICE.

Thank you and Enjoy!