CA2319890A1 - Tooth whitening method and apparatus - Google Patents

Tooth whitening method and apparatus Download PDF

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Publication number
CA2319890A1
CA2319890A1 CA002319890A CA2319890A CA2319890A1 CA 2319890 A1 CA2319890 A1 CA 2319890A1 CA 002319890 A CA002319890 A CA 002319890A CA 2319890 A CA2319890 A CA 2319890A CA 2319890 A1 CA2319890 A1 CA 2319890A1
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Canada
Prior art keywords
light
light energy
energy
output wavelength
whitening
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Abandoned
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CA002319890A
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French (fr)
Inventor
John Kennedy
Manfred Hubert
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Lumen Dynamics Group Inc
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EFOS Inc
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Publication of CA2319890A1 publication Critical patent/CA2319890A1/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/21Design, administration or maintenance of databases
    • G06F16/215Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00Data processing: database and file management or data structures
    • Y10S707/99931Database or file accessing
    • Y10S707/99932Access augmentation or optimizing

Abstract

A light emitting device which is capable of emitting light energy suitable for initiating a photoreaction, and is intended for use in conjunction with a photoreactive tooth whitening compound. The device has a housing, a light generator mounted to the housing capable of generating light energy having a light output wavelength within the absorption spectrum of the whitening compound, a power source for providing power to energize the light generator to generate the light energy, and a controller coupled to the power source for controlling the power provided by the power source to the light generator. In another aspect, the invention includes a method for whitening teeth. The method includes the steps of selecting a photoreactive tooth whitening compound, applying the photoreactive tooth whitening compound onto a tooth surface to be whitened, and directing light energy onto the tooth surface, wherein the light energy has a light output wavelength within the absorption spectrum of the whitening compound, until the tooth surface has been whitened sufficiently.

Description

Title: TOOTH WHITENING METHOD AND APPARATUS
FIELD OF THE INVENTION
This invention relates to the field of cosmetic dentistry, with particular but by no means exclusive application to the whitening of teeth.
BACKGROUND OF THE INVENTION
Tooth whitening or tooth bleaching is a popular, growing method for cosmetically enhancing a person's smile by making natural teeth whiter. The procedure initially developed as a method of whitening necrotic teeth. A dead tooth still in place in the mouth was drilled out by a dentist and filled with a cotton ball or similar material soaked in hydrogen peroxide or other peroxide solution. A heating device such as a soldering iron with a flat tip was then placed on the surface of the tooth to raise the temperature of both the tooth and the peroxide solution. The heat initiated the release of the oxygen from the solution thereby bleaching the necrotic tooth whiter.
In the late 1980s, techniques were developed to utilize light energy directed onto tooth surfaces as a non-contact heat source for driving the chemical bleaching process. Such prior art processes are disclosed in U.S. Patent No.
4,661,070, issued to Friedman, and U.S. Patent No. 4,952,143, issued to Becker et al.
In the Friedman reference, ultraviolet light energy in the range of 320 to 420 nm in combination with infrared energy in the 700 to 1200 nm range was directed onto a tooth surface prepared with peroxide bleaching solution.
The energy was directed in a narrow beam shaped similar to the tooth area to be exposed. The heat energy produced triggered the desired bleaching reaction in the solution.
Becker teaches the use of a spot light heat lamp for bleaching multiple teeth at one time. In that system, the teeth are exposed using a lip retractor and a dental dam and a peroxide solution is applied to the teeth. Becker's device included a temperature sensor to detect the temperature of the tooth surfaces, and adjusted the output of the lamp accordingly.
As the demand for cosmetic dentistry grew throughout the 1990s tooth whitening became a popular less costly, less invasive (as compared to caps, crowns, veneers and implants) means for cosmetically improving a person's smile. Home whitening kits became available. Over a period of 7 days to 3 weeks a user would wear a custom tray with pockets to hold bleaching material for a period of hours or overnight. The temperature of the oral cavity and time facilitated the oxygen release process for the peroxide. Whitening was achieved with varying results. This time consuming process could be uncomfortable and the peroxide material that came in contact with the soft tissue of the gums could cause significant levels of discomfort to the user. For more effective whitening, the percentage levels of peroxide in the bleaching material were increased from 7% to as high as 35%, causing additional user discomfort.
Further developments have resulted in equipment and materials that allow for a more controllable, uniform tooth whitening in-office procedure that can typically be accomplished in a one to one and a half-hour time frame. With an in-office procedure, a dentist is able to apply a protective material to the sensitive gingival tissue thereby permitting the use of the higher concentration of peroxide solutions. With such a technique, the practitioner also uses a light source as the means of providing heat energy to effect the oxygen release to achieve whitening. These light sources range from a standard handheld curing light which generates light energy having an output wavelength in the 400 to nanometer (nm) range, a high powered Xenon arc lamp source with a more powerful output in a similar range of the handheld curing light to a C02 laser with a beam diffuser generating light energy having wavelengths of approximately 10.6 microns (um).
Studies prepared for the applicants of the energy absorption characteristics of hydrogen and carbamide peroxide whitening materials available indicate that these materials show strong energy absorption for: light in the ultraviolet range (<300nm), light having wavelengths from 2.8 to 3.6 microns, and light having wavelengths over 6 microns. A similar study of extracted human teeth, also prepared for the inventors demonstrated that tooth material had little absorption in the 400-500nm range and increasing absorption in the region greater than 2um.
Such information suggests to the applicants that the existing light sources used for tooth whitening with an output in the 400-500nm area would be poorly absorbed by both the whitening materials and the tooth. Any heat generated would likely result from absorption of the light energy by the yellow to brown stained area of the tooth or by the pulp of the tooth itself. As the darker coloured area of the tooth bleached, the pulp would absorb more energy. This energy absorption by the pulp could result in a temperature rise potentially causing post whitening sensitivity or even tooth necrosis.
A diffuse beam from a C02 laser would provide a good energy source for initiating the oxygen release and beginning of the bleaching process because the energy beam would be strongly absorbed by the whitening materials or in the first few microns of the surface of the tooth. However, C02 lasers require control, safety and training procedures and have a high capital cost.
Accordingly, it has been recognized that there is a need for tooth whitening methods and apparatus which are relatively safe, simple to use, and relatively inexpensive.
SUMMARY OF THE INVENTION
The present invention is directed towards a light emitting device, which has common, but by no means exclusive application to cosmetic whitening of teeth.
The light emitting device of the present invention is capable of emitting light energy suitable for initiating a photoreaction, and is intended for use in conjunction with photoreactive whitening compounds. The device has a housing, a light generator mounted to the housing capable of generating light energy having a light output wavelength within the absorption spectrum of the whitening compound, a power source for providing power to energize the light generator to generate the light energy, and a controller coupled to the power source for controlling the power provided by the power source to the light generator.
In another aspect, the invention includes a method for whitening teeth.
The method comprises the steps of selecting a photoreactive tooth whitening compound, applying the photoreactive tooth whitening compound onto a tooth surface to be whitened, and directing light energy onto the tooth surface (typically for a specified time period), wherein the light energy has a light output wavelength within the absorption spectrum of the whitening compound until the tooth surface has been whitened sufficiently.
In yet another aspect, the present invention is directed towards the use of a photoreactive whitening compound in conjunction with a solid state light emitting device such as an LED, a Semiconductor Laser, or a Vertical Cavity Emitting Laser capable of emitting light energy having a light output wavelength within the absorption spectrum of the whitening compound, for whitening teeth.
BRIEF DESCRIPTION OF THE DRAWINGS
The present invention will now be described, by way of example only, with reference to the following drawings, in which like reference numerals refer to like parts and in which:
Figure 1A is a light curing device made in accordance with the present invention;
Figure 1B is an alternative embodiment of a light curing device which utilizes LEDs or semiconductor laser light sources;
Figure 2 is a chart illustrating the transmittance rate of a typical peroxide solution used in bleaching teeth, over a range of wavelengths (approx. l.7um to 6.4um) of light energy;
Figure 3 is a chart illustrating the transmittance rate of a typical peroxide solution used in bleaching teeth, over a range of wavelengths (approx. 180nm to 350nm) of light energy;
Figure 4 is a chart illustrating a comparison between the light energy output by a light source directly, and light energy output by short length open light guides coated respectively with gold and copper as reflective material;
Figure 5 is a chart illustrating the transmittance rate of a powder comprised of tooth enamel and dentin, over a range of wavelengths (1um to 20um) of light energy;
Figure 6 is a chart illustrating the transmittance rate of a tooth whitening agent, over a range of wavelengths (approx. lum to l0um) of light energy; and Figure 7 is a chart illustrating the transmittance rate of a tooth whitening agent, over a range of wavelengths (approx. 300nm to 800nm) of light energy.
DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENT
Referring to Figure lA, illustrated therein is a light curing device shown generally as 10, manufactured in accordance with the present invention. Light curing device 10 is generally similar to a handheld light curing device such as that disclosed in U.S. Patent No. 5,290,169 issued to Friedman et al., with modifications which will be apparent from the discussion below.
As shown in Figure 2, a standard peroxide compound commonly used for bleaching teeth, has a very low transmittal rate (and correspondingly a very high absorption rate) approaching 0% with respect to light energy having wavelengths in the range between point A at 2.8um and point B at 3.6um.
Figure 3 illustrates the transmittance rate of a typical peroxide solution used in bleaching teeth, over a range of wavelengths (approx. 180nm to 350nm) of light energy. As shown, the transmittal rate is almost 0% (and hence the absorption rate is correspondingly very high) below approximately 210nm, increasing to almost 100% at approximately 325nm and above.
As shown in Figure 6 (and similar to the data illustrated in Figure 2) a commercial tooth whitening agent, OPALESCENCE XTRA, also has a very low transmittal rate (and correspondingly a very high absorption rate) approaching 0% with respect to light energy having wavelengths in the range between point A' at approximately 2.8um and point B' at approximately 3.7um.
Figure 7 illustrates the transmittance rate of a commercial tooth whitening agent (OPALESCENCE XTRA), over a range of wavelengths (approx. 300nm to 800nm) of light energy. As can be seen, the transmittal rate is fairly high (approx.
75%) at 300nm, and increases to almost 100% at approximately 375nm and above.
Accordingly, the device 10 utilizes a quartz halogen light bulb 12 which is capable of generating light energy in the range of at least 2.0 to 4.0 um. The envelope of the light bulb 12 itself must be manufactured of a material such as ultra pure thin-walled quartz or sapphire that transmits energy between 2.0 to 4.0 microns. The quartz halogen lamps manufactured by Gilway and other manufacturers using similar materials generate and transmit energy in this range. This bulb would be mounted in a reflector 14 or other optical system designed for the purpose of gathering, reflecting and focusing the energy of the light bulb to a fibre optic or other type of light guide 16 system for the purpose of delivering the energy to the tooth surface. Preferably, the reflective material on the inner surface of the reflector 14 would comprise a coating of gold or other material such as copper that would highly reflect energy between 2.0 and 4.0 microns.
Referring now to Figure 4, as can be seen, light guides comprising gold or copper reflective surfaces perform reasonably well at transmitting light energy in the 2.0 to 4.0 micron range. Graph line X represents detected light energy emitted directly by a light source, without the use of a light guide. Graph line Y
represents detected light energy emitted by a light source through a light guide comprising a gold reflective material. Graph line Z represents detected light energy emitted by a light source through a light guide comprising a copper reflective material.
The light guide 16 could be a hollow tube (that could be sealed with a window material that transmits energy between 2.0 and 4.0 um) manufactured from or coated at least internally with a material such as gold or copper which would reflect these same wavelengths or a solid fibre optic guide manufactured from a material (such as sapphire or other infrared transmitting material) that _8_ transmits 2.0 to 4.0 um energy. The light guide 16 itself could have many shapes configured to delivery adequate energy to a tooth surface. A bandpass filter (which could alternatively be positioned at the remote end of the light guide system) could be used to further narrow the bandwidth of the energy between 2.0 and 4.0 microns to be delivered to the tooth surface. Preferably, the filter 20 filters out light energy which is not within the absorption spectrum of the bleaching solution. For clarity, when the phrase "within the absorption spectrum" of the bleaching solution is used herein, it should be understood to mean that the light energy is absorbed to a significant extent by the bleaching solution.
For the purpose of providing repeatable dosages of energy to the tooth surface to be bleached, the electrical energy to the bulb 12 would be controllable by conventional controller means such as a potentiometer or a chopper circuit and a measurement device such as a radiometer or calorimeter could be built into the device 10 or be removably detachable. As the output of the bulb 12 or the optical system 16 changed, energy to the bulb 12 could be increased or decreased to meet manufacturer specifications. The unit 10 could also have an exposure timer.
Dosage level for different types of teeth or levels of whitening could also be controlled by such a system.
Alternatively, other light sources such as LEDs which can emit light energy in this range may be used. An alternative embodiment of such a light curing device 110 is shown in Figure 1B, and is similar to a handheld LED
light curing device such as that disclosed in U.S. Patent No. 5,420,768 issued to Kennedy et al., with modifications as will be apparent from the discussion below.
The curing device 110 comprises a light source 111 made up of infrared LEDs or other semiconductor light sources such as laser diodes, with an energy output in the range of 2.0 and 4.0 microns. The light source 111 may comprise an array of LEDs or semiconductor light sources, or may only comprise a single LED
or semiconductor, depending on the energy requirements of the intended _g_ photoreaction. The device 110 also comprises a driver circuit 112, a controller circuit 113, and a power supply 116 (such as a battery or standard electrical plug), all contained within a housing 114. The device 110 also includes a light guide 117, which is capable of transmitting light energy in the range of 2.0 and 4.0 microns, similar to the light guide 16 discussed in reference to Figure 1A.
Alternatively, the device 110 may forego the use of a light guide 117, and the light energy may be beamed directly to the worksite from the light source 111. The controller circuit 113 may include a switch for electrically coupling and decoupling the power supply 116 with the light source 111.
In use, a peroxide solution is applied to a tooth surface to be bleached, in a conventional manner. Also in a conventional manner, the light curing device 10 is activated to generate light energy. The light energy is directed onto the peroxide solution on the tooth surface until the tooth surface is sufficiently whitened through the bleaching process. It is important to understand, however, that the peroxide solution and the lamp 12 have been selected such that the lamp 12 is able to emit light energy in the absorption spectrum of the peroxide solution. Changing the chemistry of the bleaching material may change its absorption spectrum - a different lamp 12 and filter 20 may have to be selected for optimal performance.
The device 10 provides energy between 2.0 and 4.0 microns in the infrared that is absorbed by the peroxide based tooth whitening materials and by the surface of the tooth itself (see Figure 5) causing an immediate controllable temperature rise and a release of oxygen molecules initiating the bleaching process.
As shown in Figure 5, a powder comprising tooth enamel and dentin has a transmittance valley (and hence absorbtion peak) with respect to light energy in the range from approximately 2.8um to 4.Oum. Irradiating a tooth with light energy in this range will result in a substantial quantity of the light energy being absorbed by the surface of the tooth (typically at least 20%), generating heat energy to further drive the bleaching process. Additionally, the greater the quantity of light energy which is absorbed by the tooth surface, the less energy reaches the pulp of the tooth.
Typically, the light source and bleaching solution are selected such that the light energy has a light output wavelength which is at least 50% absorbed by the whitening compound. The wavelength may also be selected such that at least 60% (including at least 70%) of the light energy is absorbed by the bleaching solution.
By selecting a bleaching solution and light source as described herein, it should be understood that less light energy needs to be directed to the tooth surface for initiating the bleaching photoreaction.
The device 10 of the current invention is also relatively safe and simple to use. Extensive training is not required in order for a dentist or dental assistant to be able to utilize the device.
Thus, while what is shown and described herein constitute preferred embodiments of and methods of using the subject invention, it should be understood that various changes can be made without departing from the subject invention, the scope of which is defined in the appended claims.

Claims (16)

1. (a) A light emitting device capable of emitting light energy suitable for initiating a photoreaction, for use in conjunction with a photoreactive whitening compound, the device comprising:
(b) a housing;
(c) a light generator mounted to the housing capable of generating light energy having a light output wavelength within the absorption spectrum of the whitening compound;
(d) a power supply for providing power to energize the light generating means to generate the light energy; and (e) a controller coupled to the power means for controlling the power provided by the power means to the light generating means.
2. The device as claimed in claim 1, wherein the light energy has a light output wavelength which is at least 50% absorbed by the whitening compound.
3. The device as claimed in claim 1, wherein the light energy has a light output wavelength which is at least 60% absorbed by the whitening compound.
4. The device as claimed in claim 1, wherein the light energy has a light output wavelength which is at least 70% absorbed by the whitening compound.
5. The device as claimed in claim 1, wherein the light energy has a light output wavelength which is in the range of 2.0 micrometers to 4.0 micrometers.
6. The device as claimed in claim 1, wherein the light energy has a light output wavelength which is in the range of 2.8 micrometers to 3.6 micrometers.
7. The device as claimed in claim 1, wherein the light energy has a light output wavelength which is at least 20% absorbed by the tooth surface.
8. The device as claimed in claim 1, wherein the controller comprises a switch for electrically coupling and decoupling the power supply with the light generator.
9. A method of whitening teeth, the steps comprising:
(a) selecting a photoreactive tooth whitening compound;
(b) applying the photoreactive tooth whitening compound onto a tooth surface to be whitened; and (c) directing light energy onto the tooth surface, wherein the light energy has a light output wavelength within the absorption spectrum of the whitening compound until the tooth surface has been whitened sufficiently.
10. The method as claimed in claim 9, wherein the light energy has a light output wavelength which is at least 50% absorbed by the whitening compound.
11. The method as claimed in claim 9, wherein the light energy has a light output wavelength which is at least 60% absorbed by the whitening compound.
12. The method as claimed in claim 9, wherein the light energy has a light output wavelength which is at least 70% absorbed by the whitening compound.
13. The method as claimed in claim 9, wherein the light energy has a light output wavelength which is in the range of 2.0 micrometers to 4.0 micrometers.
14. The method as claimed in claim 9, wherein the light energy has a light output wavelength which is in the range of 2.8 micrometers to 3.6 micrometers.
15. The use of a photoreactive whitening compound in conjunction with a light emitting device capable of emitting light energy having a light output wavelength within the absorption spectrum of the whitening compound, for whitening teeth.
16. The use of the device of claim 1, in conjunction with the whitening compound, for whitening teeth.
CA002319890A 1999-09-21 2000-09-19 Tooth whitening method and apparatus Abandoned CA2319890A1 (en)

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US15506399P 1999-09-21 1999-09-21
US60/155,063 1999-09-21

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Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8029278B1 (en) 2008-08-06 2011-10-04 Levine Jonathan B Intra-oral whitening device
US8215954B2 (en) 2008-08-06 2012-07-10 Levine Jonathan B Methods for effecting oral treatment of teeth or gums
USD810293S1 (en) 2017-01-20 2018-02-13 Garrison Dental Solutions, Llc Dental instrument
USD836204S1 (en) 2017-06-08 2018-12-18 Oraceutical Llc Tooth whitening dental appliance with see-through body having an embedded opaque strip with light emitting diodes
US10159548B2 (en) 2014-09-17 2018-12-25 Garrison Dental Solutions, L.L.C. Dental curing light
US11000353B2 (en) 2018-07-24 2021-05-11 Beyond International, Inc. Teeth whitening apparatus

Families Citing this family (269)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11026768B2 (en) 1998-10-08 2021-06-08 Align Technology, Inc. Dental appliance reinforcement
US8266025B1 (en) * 1999-08-09 2012-09-11 Citibank, N.A. System and method for assuring the integrity of data used to evaluate financial risk or exposure
US20050091151A1 (en) * 2000-08-23 2005-04-28 Ronald Coleman System and method for assuring the integrity of data used to evaluate financial risk or exposure
US7406443B1 (en) * 2000-12-18 2008-07-29 Powerloom Method and system for multi-dimensional trading
US7076485B2 (en) 2001-03-07 2006-07-11 The Mitre Corporation Method and system for finding similar records in mixed free-text and structured data
US7117192B2 (en) * 2001-05-23 2006-10-03 Veridian Erim International, Inc. Text and imagery spatial correlator
US6675164B2 (en) * 2001-06-08 2004-01-06 The Regents Of The University Of California Parallel object-oriented data mining system
US7299270B2 (en) * 2001-07-10 2007-11-20 Lycos, Inc. Inferring relations between internet objects that are not connected directly
US20030130871A1 (en) 2001-11-02 2003-07-10 Rao R. Bharat Patient data mining for clinical trials
US8949082B2 (en) 2001-11-02 2015-02-03 Siemens Medical Solutions Usa, Inc. Healthcare information technology system for predicting or preventing readmissions
US7457731B2 (en) * 2001-12-14 2008-11-25 Siemens Medical Solutions Usa, Inc. Early detection of disease outbreak using electronic patient data to reduce public health threat from bio-terrorism
US20030154208A1 (en) * 2002-02-14 2003-08-14 Meddak Ltd Medical data storage system and method
US7194684B1 (en) * 2002-04-09 2007-03-20 Google Inc. Method of spell-checking search queries
US7152060B2 (en) * 2002-04-11 2006-12-19 Choicemaker Technologies, Inc. Automated database blocking and record matching
US7219104B2 (en) * 2002-04-29 2007-05-15 Sap Aktiengesellschaft Data cleansing
US7657540B1 (en) * 2003-02-04 2010-02-02 Seisint, Inc. Method and system for linking and delinking data records
US9412141B2 (en) * 2003-02-04 2016-08-09 Lexisnexis Risk Solutions Fl Inc Systems and methods for identifying entities using geographical and social mapping
US7822757B2 (en) * 2003-02-18 2010-10-26 Dun & Bradstreet, Inc. System and method for providing enhanced information
US7421418B2 (en) 2003-02-19 2008-09-02 Nahava Inc. Method and apparatus for fundamental operations on token sequences: computing similarity, extracting term values, and searching efficiently
US8166033B2 (en) * 2003-02-27 2012-04-24 Parity Computing, Inc. System and method for matching and assembling records
US7324927B2 (en) * 2003-07-03 2008-01-29 Robert Bosch Gmbh Fast feature selection method and system for maximum entropy modeling
US8386377B1 (en) * 2003-05-12 2013-02-26 Id Analytics, Inc. System and method for credit scoring using an identity network connectivity
US9412123B2 (en) 2003-07-01 2016-08-09 The 41St Parameter, Inc. Keystroke analysis
US7373669B2 (en) * 2003-08-13 2008-05-13 The 41St Parameter, Inc. Method and system for determining presence of probable error or fraud in a data set by linking common data values or elements
US8655755B2 (en) * 2003-10-22 2014-02-18 Scottrade, Inc. System and method for the automated brokerage of financial instruments
US11298209B2 (en) 2004-02-27 2022-04-12 Align Technology, Inc. Method and system for providing dynamic orthodontic assessment and treatment profiles
US7987099B2 (en) * 2004-02-27 2011-07-26 Align Technology, Inc. Dental data mining
US9492245B2 (en) * 2004-02-27 2016-11-15 Align Technology, Inc. Method and system for providing dynamic orthodontic assessment and treatment profiles
US7904308B2 (en) 2006-04-18 2011-03-08 Align Technology, Inc. Method and system for providing indexing and cataloguing of orthodontic related treatment profiles and options
US8874452B2 (en) 2004-02-27 2014-10-28 Align Technology, Inc. Method and system for providing dynamic orthodontic assessment and treatment profiles
US10999298B2 (en) 2004-03-02 2021-05-04 The 41St Parameter, Inc. Method and system for identifying users and detecting fraud by use of the internet
US20050246330A1 (en) * 2004-03-05 2005-11-03 Giang Phan H System and method for blocking key selection
US7797165B1 (en) * 2005-02-17 2010-09-14 E-Scan Data Systems, Inc. Lossless account compression for health care patient benefits eligibility research system and methods
US7778850B2 (en) 2005-02-17 2010-08-17 E-Scan Data Systems, Inc. Health care patient benefits eligibility research system and methods
US20080275731A1 (en) * 2005-05-18 2008-11-06 Rao R Bharat Patient data mining improvements
US20060265253A1 (en) * 2005-05-18 2006-11-23 Rao R B Patient data mining improvements
US20070022134A1 (en) * 2005-07-22 2007-01-25 Microsoft Corporation Cross-language related keyword suggestion
US8306986B2 (en) * 2005-09-30 2012-11-06 American Express Travel Related Services Company, Inc. Method, system, and computer program product for linking customer information
US8938671B2 (en) 2005-12-16 2015-01-20 The 41St Parameter, Inc. Methods and apparatus for securely displaying digital images
US11301585B2 (en) 2005-12-16 2022-04-12 The 41St Parameter, Inc. Methods and apparatus for securely displaying digital images
US20070174277A1 (en) * 2006-01-09 2007-07-26 Siemens Medical Solutions Usa, Inc. System and Method for Generating Automatic Blocking Filters for Record Linkage
US8151327B2 (en) 2006-03-31 2012-04-03 The 41St Parameter, Inc. Systems and methods for detection of session tampering and fraud prevention
US10360996B2 (en) * 2006-03-31 2019-07-23 Cerner Innovation, Inc. Method for selectively associating content items with pre-configured alternatives based upon directed user input
US7542970B2 (en) * 2006-05-11 2009-06-02 International Business Machines Corporation System and method for selecting a sub-domain for a specified domain of the web
US7526486B2 (en) * 2006-05-22 2009-04-28 Initiate Systems, Inc. Method and system for indexing information about entities with respect to hierarchies
EP2030134A4 (en) * 2006-06-02 2010-06-23 Initiate Systems Inc A system and method for automatic weight generation for probabilistic matching
US7685093B1 (en) 2006-09-15 2010-03-23 Initiate Systems, Inc. Method and system for comparing attributes such as business names
US8356009B2 (en) 2006-09-15 2013-01-15 International Business Machines Corporation Implementation defined segments for relational database systems
US7698268B1 (en) 2006-09-15 2010-04-13 Initiate Systems, Inc. Method and system for filtering false positives
US7962495B2 (en) 2006-11-20 2011-06-14 Palantir Technologies, Inc. Creating data in a data store using a dynamic ontology
US8515912B2 (en) 2010-07-15 2013-08-20 Palantir Technologies, Inc. Sharing and deconflicting data changes in a multimaster database system
US8688749B1 (en) 2011-03-31 2014-04-01 Palantir Technologies, Inc. Cross-ontology multi-master replication
US10007895B2 (en) * 2007-01-30 2018-06-26 Jonathan Brian Vanasco System and method for indexing, correlating, managing, referencing and syndicating identities and relationships across systems
US8359339B2 (en) 2007-02-05 2013-01-22 International Business Machines Corporation Graphical user interface for configuration of an algorithm for the matching of data records
US8930331B2 (en) 2007-02-21 2015-01-06 Palantir Technologies Providing unique views of data based on changes or rules
US20080208735A1 (en) * 2007-02-22 2008-08-28 American Expresstravel Related Services Company, Inc., A New York Corporation Method, System, and Computer Program Product for Managing Business Customer Contacts
US8515926B2 (en) * 2007-03-22 2013-08-20 International Business Machines Corporation Processing related data from information sources
US8429220B2 (en) 2007-03-29 2013-04-23 International Business Machines Corporation Data exchange among data sources
WO2008121170A1 (en) * 2007-03-29 2008-10-09 Initiate Systems, Inc. Method and system for parsing languages
US8423514B2 (en) 2007-03-29 2013-04-16 International Business Machines Corporation Service provisioning
WO2008121700A1 (en) 2007-03-29 2008-10-09 Initiate Systems, Inc. Method and system for managing entities
US7878805B2 (en) 2007-05-25 2011-02-01 Align Technology, Inc. Tabbed dental appliance
US20080301016A1 (en) * 2007-05-30 2008-12-04 American Express Travel Related Services Company, Inc. General Counsel's Office Method, System, and Computer Program Product for Customer Linking and Identification Capability for Institutions
US20110010214A1 (en) * 2007-06-29 2011-01-13 Carruth J Scott Method and system for project management
US8170998B2 (en) * 2007-09-12 2012-05-01 American Express Travel Related Services Company, Inc. Methods, systems, and computer program products for estimating accuracy of linking of customer relationships
US8713434B2 (en) 2007-09-28 2014-04-29 International Business Machines Corporation Indexing, relating and managing information about entities
JP5306360B2 (en) 2007-09-28 2013-10-02 インターナショナル・ビジネス・マシーンズ・コーポレーション Method and system for analysis of systems for matching data records
BRPI0817530B1 (en) 2007-09-28 2020-02-04 Initiate Systems Inc method and system for processing data records in multiple languages and computer-readable storage media
US8060502B2 (en) 2007-10-04 2011-11-15 American Express Travel Related Services Company, Inc. Methods, systems, and computer program products for generating data quality indicators for relationships in a database
US8554719B2 (en) 2007-10-18 2013-10-08 Palantir Technologies, Inc. Resolving database entity information
US8738394B2 (en) 2007-11-08 2014-05-27 Eric E. Kuo Clinical data file
US20090157426A1 (en) * 2007-12-12 2009-06-18 Mckesson Financial Holdings Limited Methods, apparatuses & computer program products for facilitating efficient distribution of data within a system
US8108189B2 (en) 2008-03-25 2012-01-31 Align Technologies, Inc. Reconstruction of non-visible part of tooth
US9378527B2 (en) 2008-04-08 2016-06-28 Hartford Fire Insurance Company Computer system for applying predictive model to determine and indeterminate data
US8266168B2 (en) 2008-04-24 2012-09-11 Lexisnexis Risk & Information Analytics Group Inc. Database systems and methods for linking records and entity representations with sufficiently high confidence
US9492243B2 (en) 2008-05-23 2016-11-15 Align Technology, Inc. Dental implant positioning
US8092215B2 (en) 2008-05-23 2012-01-10 Align Technology, Inc. Smile designer
US8172569B2 (en) 2008-06-12 2012-05-08 Align Technology, Inc. Dental appliance
US8190616B2 (en) 2008-07-02 2012-05-29 Lexisnexis Risk & Information Analytics Group Inc. Statistical measure and calibration of reflexive, symmetric and transitive fuzzy search criteria where one or both of the search criteria and database is incomplete
US8788466B2 (en) * 2008-08-05 2014-07-22 International Business Machines Corporation Efficient transfer of deduplicated data
US8290915B2 (en) 2008-09-15 2012-10-16 International Business Machines Corporation Retrieval and recovery of data chunks from alternate data stores in a deduplicating system
US9348499B2 (en) 2008-09-15 2016-05-24 Palantir Technologies, Inc. Sharing objects that rely on local resources with outside servers
US8495032B2 (en) 2008-10-01 2013-07-23 International Business Machines Corporation Policy based sharing of redundant data across storage pools in a deduplicating system
US8152518B2 (en) 2008-10-08 2012-04-10 Align Technology, Inc. Dental positioning appliance having metallic portion
US8161255B2 (en) * 2009-01-06 2012-04-17 International Business Machines Corporation Optimized simultaneous storing of data into deduplicated and non-deduplicated storage pools
US8051060B1 (en) * 2009-02-13 2011-11-01 At&T Intellectual Property I, L.P. Automatic detection of separators for compression
US8292617B2 (en) 2009-03-19 2012-10-23 Align Technology, Inc. Dental wire attachment
US9112850B1 (en) 2009-03-25 2015-08-18 The 41St Parameter, Inc. Systems and methods of sharing information through a tag-based consortium
US20100250335A1 (en) * 2009-03-31 2010-09-30 Yahoo! Inc System and method using text features for click prediction of sponsored search advertisements
US8484148B2 (en) * 2009-05-28 2013-07-09 Microsoft Corporation Predicting whether strings identify a same subject
WO2011010232A2 (en) * 2009-07-21 2011-01-27 Koninklijke Philips Electronics, N.V. Patient identification disambiguation systems and methods
US8765031B2 (en) 2009-08-13 2014-07-01 Align Technology, Inc. Method of forming a dental appliance
US20110066446A1 (en) * 2009-09-15 2011-03-17 Arien Malec Method, apparatus and computer program product for providing a distributed registration manager
US8751495B2 (en) * 2009-09-29 2014-06-10 Siemens Medical Solutions Usa, Inc. Automated patient/document identification and categorization for medical data
JP5711750B2 (en) * 2009-10-06 2015-05-07 コーニンクレッカ フィリップス エヌ ヴェ Autonomous combination of patient information records stored in different entities
US20110106836A1 (en) * 2009-10-30 2011-05-05 International Business Machines Corporation Semantic Link Discovery
US8468160B2 (en) * 2009-10-30 2013-06-18 International Business Machines Corporation Semantic-aware record matching
US8401852B2 (en) * 2009-11-30 2013-03-19 Microsoft Corporation Utilizing features generated from phonic units in speech recognition
US9411859B2 (en) 2009-12-14 2016-08-09 Lexisnexis Risk Solutions Fl Inc External linking based on hierarchical level weightings
US20110184761A1 (en) * 2010-01-25 2011-07-28 Siemens Medical Solutions Usa, Inc. Method and Apparatus for Estimating Patient Populations
US20110218819A1 (en) * 2010-03-02 2011-09-08 Mckesson Financial Holdings Limited Method, apparatus and computer program product for providing a distributed care planning tool
US9211166B2 (en) 2010-04-30 2015-12-15 Align Technology, Inc. Individualized orthodontic treatment index
US9241774B2 (en) 2010-04-30 2016-01-26 Align Technology, Inc. Patterned dental positioning appliance
US10943676B2 (en) 2010-06-08 2021-03-09 Cerner Innovation, Inc. Healthcare information technology system for predicting or preventing readmissions
US8364642B1 (en) 2010-07-07 2013-01-29 Palantir Technologies, Inc. Managing disconnected investigations
US9189505B2 (en) 2010-08-09 2015-11-17 Lexisnexis Risk Data Management, Inc. System of and method for entity representation splitting without the need for human interaction
US8290914B2 (en) * 2010-09-01 2012-10-16 Lexisnexis Risk Data Management, Inc. System of and method for proximal record recapture without the need for human interaction
WO2012054646A2 (en) 2010-10-19 2012-04-26 The 41St Parameter, Inc. Variable risk engine
EP2633445A4 (en) * 2010-10-25 2014-09-17 Intelius Inc Cost-sensitive alternating decision trees for record linkage
US20120150825A1 (en) 2010-12-13 2012-06-14 International Business Machines Corporation Cleansing a Database System to Improve Data Quality
US8214373B1 (en) * 2011-02-18 2012-07-03 Google Inc. Systems and methods for assignment of human reviewers using probabilistic prioritization
US8799240B2 (en) 2011-06-23 2014-08-05 Palantir Technologies, Inc. System and method for investigating large amounts of data
US8732574B2 (en) 2011-08-25 2014-05-20 Palantir Technologies, Inc. System and method for parameterizing documents for automatic workflow generation
US9403238B2 (en) 2011-09-21 2016-08-02 Align Technology, Inc. Laser cutting
US10754913B2 (en) 2011-11-15 2020-08-25 Tapad, Inc. System and method for analyzing user device information
US8782004B2 (en) 2012-01-23 2014-07-15 Palantir Technologies, Inc. Cross-ACL multi-master replication
US9375300B2 (en) 2012-02-02 2016-06-28 Align Technology, Inc. Identifying forces on a tooth
US9633201B1 (en) 2012-03-01 2017-04-25 The 41St Parameter, Inc. Methods and systems for fraud containment
US9220580B2 (en) 2012-03-01 2015-12-29 Align Technology, Inc. Determining a dental treatment difficulty
US9521551B2 (en) 2012-03-22 2016-12-13 The 41St Parameter, Inc. Methods and systems for persistent cross-application mobile device identification
US8805900B2 (en) 2012-03-30 2014-08-12 Mckesson Financial Holdings Methods, apparatuses and computer program products for facilitating location and retrieval of health information in a healthcare system
FR2990537B1 (en) * 2012-05-09 2014-05-30 Morpho METHOD FOR VERIFYING DATA OF A DATABASE RELATING TO PEOPLE
US9414897B2 (en) 2012-05-22 2016-08-16 Align Technology, Inc. Adjustment of tooth position in a virtual dental model
US8918891B2 (en) 2012-06-12 2014-12-23 Id Analytics, Inc. Identity manipulation detection system and method
WO2014022813A1 (en) 2012-08-02 2014-02-06 The 41St Parameter, Inc. Systems and methods for accessing records via derivative locators
US9798768B2 (en) 2012-09-10 2017-10-24 Palantir Technologies, Inc. Search around visual queries
US10318635B2 (en) 2012-09-28 2019-06-11 Cerner Innovation, Inc. Automated mapping of service codes in healthcare systems
US10403391B2 (en) 2012-09-28 2019-09-03 Cerner Health Services, Inc. Automated mapping of service codes in healthcare systems
US10565315B2 (en) 2012-09-28 2020-02-18 Cerner Innovation, Inc. Automated mapping of service codes in healthcare systems
US9348677B2 (en) 2012-10-22 2016-05-24 Palantir Technologies Inc. System and method for batch evaluation programs
US9081975B2 (en) 2012-10-22 2015-07-14 Palantir Technologies, Inc. Sharing information between nexuses that use different classification schemes for information access control
US9501761B2 (en) 2012-11-05 2016-11-22 Palantir Technologies, Inc. System and method for sharing investigation results
WO2014078569A1 (en) 2012-11-14 2014-05-22 The 41St Parameter, Inc. Systems and methods of global identification
US10140664B2 (en) 2013-03-14 2018-11-27 Palantir Technologies Inc. Resolving similar entities from a transaction database
US9501202B2 (en) 2013-03-15 2016-11-22 Palantir Technologies, Inc. Computer graphical user interface with genomic workflow
US8868486B2 (en) 2013-03-15 2014-10-21 Palantir Technologies Inc. Time-sensitive cube
US8855999B1 (en) 2013-03-15 2014-10-07 Palantir Technologies Inc. Method and system for generating a parser and parsing complex data
US8930897B2 (en) 2013-03-15 2015-01-06 Palantir Technologies Inc. Data integration tool
US8903717B2 (en) 2013-03-15 2014-12-02 Palantir Technologies Inc. Method and system for generating a parser and parsing complex data
US10275778B1 (en) 2013-03-15 2019-04-30 Palantir Technologies Inc. Systems and user interfaces for dynamic and interactive investigation based on automatic malfeasance clustering of related data in various data structures
US8909656B2 (en) 2013-03-15 2014-12-09 Palantir Technologies Inc. Filter chains with associated multipath views for exploring large data sets
US8924388B2 (en) 2013-03-15 2014-12-30 Palantir Technologies Inc. Computer-implemented systems and methods for comparing and associating objects
US9767127B2 (en) * 2013-05-02 2017-09-19 Outseeker Corp. Method for record linkage from multiple sources
US9710534B2 (en) * 2013-05-07 2017-07-18 International Business Machines Corporation Methods and systems for discovery of linkage points between data sources
US8799799B1 (en) 2013-05-07 2014-08-05 Palantir Technologies Inc. Interactive geospatial map
US8886601B1 (en) 2013-06-20 2014-11-11 Palantir Technologies, Inc. System and method for incrementally replicating investigative analysis data
US10445749B2 (en) * 2013-06-25 2019-10-15 Cerner Innovation, Inc. Universal content architecture system
US8601326B1 (en) 2013-07-05 2013-12-03 Palantir Technologies, Inc. Data quality monitors
US10540448B2 (en) 2013-07-15 2020-01-21 Cerner Innovation, Inc. Gap in care determination using a generic repository for healthcare
US9565152B2 (en) 2013-08-08 2017-02-07 Palantir Technologies Inc. Cable reader labeling
US10510440B1 (en) 2013-08-15 2019-12-17 Change Healthcare Holdings, Llc Method and apparatus for identifying matching record candidates
US11114185B1 (en) 2013-08-20 2021-09-07 Change Healthcare Holdings, Llc Method and apparatus for defining a level of assurance in a link between patient records
US10902327B1 (en) 2013-08-30 2021-01-26 The 41St Parameter, Inc. System and method for device identification and uniqueness
US8938686B1 (en) 2013-10-03 2015-01-20 Palantir Technologies Inc. Systems and methods for analyzing performance of an entity
US9105000B1 (en) 2013-12-10 2015-08-11 Palantir Technologies Inc. Aggregating data from a plurality of data sources
US10579647B1 (en) 2013-12-16 2020-03-03 Palantir Technologies Inc. Methods and systems for analyzing entity performance
US9009827B1 (en) 2014-02-20 2015-04-14 Palantir Technologies Inc. Security sharing system
US8935201B1 (en) 2014-03-18 2015-01-13 Palantir Technologies Inc. Determining and extracting changed data from a data source
US9836580B2 (en) 2014-03-21 2017-12-05 Palantir Technologies Inc. Provider portal
US10410225B1 (en) * 2014-06-30 2019-09-10 Groupon, Inc. Systems, apparatus, and methods of programmatically determining unique contacts based on crowdsourced error correction
US10572496B1 (en) 2014-07-03 2020-02-25 Palantir Technologies Inc. Distributed workflow system and database with access controls for city resiliency
US9454281B2 (en) 2014-09-03 2016-09-27 Palantir Technologies Inc. System for providing dynamic linked panels in user interface
US10449016B2 (en) 2014-09-19 2019-10-22 Align Technology, Inc. Arch adjustment appliance
US9610141B2 (en) 2014-09-19 2017-04-04 Align Technology, Inc. Arch expanding appliance
US10169418B2 (en) * 2014-09-24 2019-01-01 International Business Machines Corporation Deriving a multi-pass matching algorithm for data de-duplication
US9767172B2 (en) 2014-10-03 2017-09-19 Palantir Technologies Inc. Data aggregation and analysis system
US9501851B2 (en) 2014-10-03 2016-11-22 Palantir Technologies Inc. Time-series analysis system
US10091312B1 (en) 2014-10-14 2018-10-02 The 41St Parameter, Inc. Data structures for intelligently resolving deterministic and probabilistic device identifiers to device profiles and/or groups
US9984133B2 (en) 2014-10-16 2018-05-29 Palantir Technologies Inc. Schematic and database linking system
US9744001B2 (en) 2014-11-13 2017-08-29 Align Technology, Inc. Dental appliance with cavity for an unerupted or erupting tooth
US9430507B2 (en) 2014-12-08 2016-08-30 Palantir Technologies, Inc. Distributed acoustic sensing data analysis system
US9483546B2 (en) 2014-12-15 2016-11-01 Palantir Technologies Inc. System and method for associating related records to common entities across multiple lists
US10362133B1 (en) 2014-12-22 2019-07-23 Palantir Technologies Inc. Communication data processing architecture
US10372879B2 (en) 2014-12-31 2019-08-06 Palantir Technologies Inc. Medical claims lead summary report generation
US11302426B1 (en) 2015-01-02 2022-04-12 Palantir Technologies Inc. Unified data interface and system
US10504386B2 (en) 2015-01-27 2019-12-10 Align Technology, Inc. Training method and system for oral-cavity-imaging-and-modeling equipment
US10803106B1 (en) 2015-02-24 2020-10-13 Palantir Technologies Inc. System with methodology for dynamic modular ontology
EP3070622A1 (en) 2015-03-16 2016-09-21 Palantir Technologies, Inc. Interactive user interfaces for location-based data analysis
US9348880B1 (en) 2015-04-01 2016-05-24 Palantir Technologies, Inc. Federated search of multiple sources with conflict resolution
US10103953B1 (en) 2015-05-12 2018-10-16 Palantir Technologies Inc. Methods and systems for analyzing entity performance
US10628834B1 (en) 2015-06-16 2020-04-21 Palantir Technologies Inc. Fraud lead detection system for efficiently processing database-stored data and automatically generating natural language explanatory information of system results for display in interactive user interfaces
US10997134B2 (en) * 2015-06-18 2021-05-04 Aware, Inc. Automatic entity resolution with rules detection and generation system
US9418337B1 (en) 2015-07-21 2016-08-16 Palantir Technologies Inc. Systems and models for data analytics
US9392008B1 (en) 2015-07-23 2016-07-12 Palantir Technologies Inc. Systems and methods for identifying information related to payment card breaches
US9600146B2 (en) 2015-08-17 2017-03-21 Palantir Technologies Inc. Interactive geospatial map
US10127289B2 (en) 2015-08-19 2018-11-13 Palantir Technologies Inc. Systems and methods for automatic clustering and canonical designation of related data in various data structures
US10706434B1 (en) 2015-09-01 2020-07-07 Palantir Technologies Inc. Methods and systems for determining location information
US9984428B2 (en) 2015-09-04 2018-05-29 Palantir Technologies Inc. Systems and methods for structuring data from unstructured electronic data files
US10331703B2 (en) 2015-10-28 2019-06-25 International Business Machines Corporation Hierarchical association of entity records from different data systems
US11931222B2 (en) 2015-11-12 2024-03-19 Align Technology, Inc. Dental attachment formation structures
US11554000B2 (en) 2015-11-12 2023-01-17 Align Technology, Inc. Dental attachment formation structure
US11596502B2 (en) 2015-12-09 2023-03-07 Align Technology, Inc. Dental attachment placement structure
US11103330B2 (en) 2015-12-09 2021-08-31 Align Technology, Inc. Dental attachment placement structure
US9760556B1 (en) 2015-12-11 2017-09-12 Palantir Technologies Inc. Systems and methods for annotating and linking electronic documents
US9514414B1 (en) 2015-12-11 2016-12-06 Palantir Technologies Inc. Systems and methods for identifying and categorizing electronic documents through machine learning
US9542446B1 (en) 2015-12-17 2017-01-10 Palantir Technologies, Inc. Automatic generation of composite datasets based on hierarchical fields
US10089289B2 (en) 2015-12-29 2018-10-02 Palantir Technologies Inc. Real-time document annotation
US9996236B1 (en) 2015-12-29 2018-06-12 Palantir Technologies Inc. Simplified frontend processing and visualization of large datasets
US9864746B2 (en) 2016-01-05 2018-01-09 International Business Machines Corporation Association of entity records based on supplemental temporal information
US11232085B2 (en) * 2016-01-07 2022-01-25 Amazon Technologies, Inc. Outlier detection for streaming data
US10248722B2 (en) 2016-02-22 2019-04-02 Palantir Technologies Inc. Multi-language support for dynamic ontology
US10152497B2 (en) * 2016-02-24 2018-12-11 Salesforce.Com, Inc. Bulk deduplication detection
US10901996B2 (en) 2016-02-24 2021-01-26 Salesforce.Com, Inc. Optimized subset processing for de-duplication
US10956450B2 (en) 2016-03-28 2021-03-23 Salesforce.Com, Inc. Dense subset clustering
US10949395B2 (en) 2016-03-30 2021-03-16 Salesforce.Com, Inc. Cross objects de-duplication
US10383705B2 (en) 2016-06-17 2019-08-20 Align Technology, Inc. Orthodontic appliance performance monitor
WO2017218947A1 (en) 2016-06-17 2017-12-21 Align Technology, Inc. Intraoral appliances with sensing
US10198400B1 (en) * 2016-07-09 2019-02-05 Jay D. Farner Data set selection using multi-source constraints
US10324609B2 (en) 2016-07-21 2019-06-18 Palantir Technologies Inc. System for providing dynamic linked panels in user interface
US10719188B2 (en) 2016-07-21 2020-07-21 Palantir Technologies Inc. Cached database and synchronization system for providing dynamic linked panels in user interface
KR102546050B1 (en) 2016-07-27 2023-06-22 얼라인 테크널러지, 인크. Intraoral scanner with dental diagnostics capabilities
US11106692B1 (en) 2016-08-04 2021-08-31 Palantir Technologies Inc. Data record resolution and correlation system
US10133588B1 (en) 2016-10-20 2018-11-20 Palantir Technologies Inc. Transforming instructions for collaborative updates
CN109922754B (en) 2016-11-04 2021-10-01 阿莱恩技术有限公司 Method and apparatus for dental images
WO2018102702A1 (en) 2016-12-02 2018-06-07 Align Technology, Inc. Dental appliance features for speech enhancement
AU2017366755B2 (en) 2016-12-02 2022-07-28 Align Technology, Inc. Methods and apparatuses for customizing rapid palatal expanders using digital models
EP3824843A1 (en) 2016-12-02 2021-05-26 Align Technology, Inc. Palatal expanders and methods of expanding a palate
US11376101B2 (en) 2016-12-02 2022-07-05 Align Technology, Inc. Force control, stop mechanism, regulating structure of removable arch adjustment appliance
US10548700B2 (en) 2016-12-16 2020-02-04 Align Technology, Inc. Dental appliance etch template
US10044836B2 (en) 2016-12-19 2018-08-07 Palantir Technologies Inc. Conducting investigations under limited connectivity
US11373752B2 (en) 2016-12-22 2022-06-28 Palantir Technologies Inc. Detection of misuse of a benefit system
US10216811B1 (en) 2017-01-05 2019-02-26 Palantir Technologies Inc. Collaborating using different object models
US10779718B2 (en) 2017-02-13 2020-09-22 Align Technology, Inc. Cheek retractor and mobile device holder
US10613515B2 (en) 2017-03-31 2020-04-07 Align Technology, Inc. Orthodontic appliances including at least partially un-erupted teeth and method of forming them
US11074277B1 (en) 2017-05-01 2021-07-27 Palantir Technologies Inc. Secure resolution of canonical entities
US11045283B2 (en) 2017-06-09 2021-06-29 Align Technology, Inc. Palatal expander with skeletal anchorage devices
US10639134B2 (en) 2017-06-26 2020-05-05 Align Technology, Inc. Biosensor performance indicator for intraoral appliances
US10628002B1 (en) 2017-07-10 2020-04-21 Palantir Technologies Inc. Integrated data authentication system with an interactive user interface
US10885521B2 (en) 2017-07-17 2021-01-05 Align Technology, Inc. Method and apparatuses for interactive ordering of dental aligners
US10942947B2 (en) 2017-07-17 2021-03-09 Palantir Technologies Inc. Systems and methods for determining relationships between datasets
WO2019018784A1 (en) 2017-07-21 2019-01-24 Align Technology, Inc. Palatal contour anchorage
US11633268B2 (en) 2017-07-27 2023-04-25 Align Technology, Inc. Tooth shading, transparency and glazing
EP3658067B1 (en) 2017-07-27 2023-10-25 Align Technology, Inc. System and methods for processing an orthodontic aligner by means of an optical coherence tomography
US11116605B2 (en) 2017-08-15 2021-09-14 Align Technology, Inc. Buccal corridor assessment and computation
WO2019036677A1 (en) 2017-08-17 2019-02-21 Align Technology, Inc. Dental appliance compliance monitoring
US10813720B2 (en) 2017-10-05 2020-10-27 Align Technology, Inc. Interproximal reduction templates
US20190108440A1 (en) * 2017-10-09 2019-04-11 Yodlee, Inc. Information Enrichment Using Global Structure Learning
CN111565668B (en) 2017-10-27 2022-06-07 阿莱恩技术有限公司 Substitute occlusion adjusting structure
EP3703608B1 (en) 2017-10-31 2023-08-30 Align Technology, Inc. Determination of a dental appliance having selective occlusal loading and controlled intercuspation
CN111315315B (en) 2017-11-01 2022-08-23 阿莱恩技术有限公司 Automated therapy planning
US10956508B2 (en) 2017-11-10 2021-03-23 Palantir Technologies Inc. Systems and methods for creating and managing a data integration workspace containing automatically updated data models
WO2019100022A1 (en) 2017-11-17 2019-05-23 Align Technology, Inc. Orthodontic retainers
EP3716885B1 (en) 2017-11-30 2023-08-30 Align Technology, Inc. Orthodontic intraoral appliances comprising sensors
US10235533B1 (en) 2017-12-01 2019-03-19 Palantir Technologies Inc. Multi-user access controls in electronic simultaneously editable document editor
US10783162B1 (en) 2017-12-07 2020-09-22 Palantir Technologies Inc. Workflow assistant
US11061874B1 (en) 2017-12-14 2021-07-13 Palantir Technologies Inc. Systems and methods for resolving entity data across various data structures
WO2019118876A1 (en) 2017-12-15 2019-06-20 Align Technology, Inc. Closed loop adaptive orthodontic treatment methods and apparatuses
US10838987B1 (en) 2017-12-20 2020-11-17 Palantir Technologies Inc. Adaptive and transparent entity screening
US10853352B1 (en) 2017-12-21 2020-12-01 Palantir Technologies Inc. Structured data collection, presentation, validation and workflow management
US10980613B2 (en) 2017-12-29 2021-04-20 Align Technology, Inc. Augmented reality enhancements for dental practitioners
GB201800595D0 (en) 2018-01-15 2018-02-28 Palantir Technologies Inc Management of software bugs in a data processing system
CA3086553A1 (en) 2018-01-26 2019-08-01 Align Technology, Inc. Diagnostic intraoral scanning and tracking
US11599369B1 (en) 2018-03-08 2023-03-07 Palantir Technologies Inc. Graphical user interface configuration system
US11937991B2 (en) 2018-03-27 2024-03-26 Align Technology, Inc. Dental attachment placement structure
KR20200141498A (en) 2018-04-11 2020-12-18 얼라인 테크널러지, 인크. Releasable palate dilator
US11061542B1 (en) 2018-06-01 2021-07-13 Palantir Technologies Inc. Systems and methods for determining and displaying optimal associations of data items
US10795909B1 (en) 2018-06-14 2020-10-06 Palantir Technologies Inc. Minimized and collapsed resource dependency path
US11055327B2 (en) 2018-07-01 2021-07-06 Quadient Technologies France Unstructured data parsing for structured information
US11210349B1 (en) 2018-08-02 2021-12-28 Palantir Technologies Inc. Multi-database document search system architecture
US11164206B2 (en) * 2018-11-16 2021-11-02 Comenity Llc Automatically aggregating, evaluating, and providing a contextually relevant offer
US11042594B2 (en) 2019-02-19 2021-06-22 Hearst Magazine Media, Inc. Artificial intelligence for product data extraction
US11544331B2 (en) * 2019-02-19 2023-01-03 Hearst Magazine Media, Inc. Artificial intelligence for product data extraction
US11443273B2 (en) * 2020-01-10 2022-09-13 Hearst Magazine Media, Inc. Artificial intelligence for compliance simplification in cross-border logistics
US11556845B2 (en) * 2019-08-29 2023-01-17 International Business Machines Corporation System for identifying duplicate parties using entity resolution
US11544477B2 (en) 2019-08-29 2023-01-03 International Business Machines Corporation System for identifying duplicate parties using entity resolution
WO2021046147A1 (en) 2019-09-05 2021-03-11 Dentsply Sirona Inc. Method, system and devices for instant automated design of a customized dental object
US11481722B2 (en) * 2020-01-10 2022-10-25 Hearst Magazine Media, Inc. Automated extraction, inference and normalization of structured attributes for product data
US11423091B2 (en) * 2020-05-26 2022-08-23 Rovi Guides, Inc. Automated metadata asset creation using machine learning models
US11593435B2 (en) * 2020-05-26 2023-02-28 Rovi Guides, Inc. Automated metadata asset creation using machine learning models

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5970482A (en) * 1996-02-12 1999-10-19 Datamind Corporation System for data mining using neuroagents
US5819291A (en) 1996-08-23 1998-10-06 General Electric Company Matching new customer records to existing customer records in a large business database using hash key
US5991758A (en) 1997-06-06 1999-11-23 Madison Information Technologies, Inc. System and method for indexing information about entities from different information sources

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8029278B1 (en) 2008-08-06 2011-10-04 Levine Jonathan B Intra-oral whitening device
US8215954B2 (en) 2008-08-06 2012-07-10 Levine Jonathan B Methods for effecting oral treatment of teeth or gums
US10159548B2 (en) 2014-09-17 2018-12-25 Garrison Dental Solutions, L.L.C. Dental curing light
US11116616B2 (en) 2014-09-17 2021-09-14 Garrison Dental Solutions, L.L.C. Dental curing light
USD810293S1 (en) 2017-01-20 2018-02-13 Garrison Dental Solutions, Llc Dental instrument
USD836204S1 (en) 2017-06-08 2018-12-18 Oraceutical Llc Tooth whitening dental appliance with see-through body having an embedded opaque strip with light emitting diodes
US11000353B2 (en) 2018-07-24 2021-05-11 Beyond International, Inc. Teeth whitening apparatus

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