Apparatus for detecting, receiving, deriving and displaying human physiological and contextual information

US 20040152957A1
Filed: 10/09/2003
Published: 08/05/2004
Est. Priority Date: 06/16/2000
Status: Active Grant

First Claim

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1. An apparatus for monitoring human status parameters, comprising:

a sensor device, said sensor device being in electronic communication with at least one sensor adapted to generate data indicative of at least a first parameter of said individual; and

an I/O device in electronic communication with said sensor device, said I/O device receiving said data indicative of at least a first parameter from said sensor device and data indicative of a second parameter of said individual generated by a second sensor, at least one of said first parameter and said second parameter being physiological, said I/O device generating derived data using said data indicative of at least a first parameter and said data indicative of a second parameter, said derived data comprising a third parameter of said individual, said third parameter being an individual status parameter that cannot be directly detected by any of said at least one sensor and said second sensor, said I/O device further including means for displaying information based on said third parameter.

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Abstract

A monitoring apparatus that includes a sensor device and an I/O device in communication with the sensor device that generates derived data using the data from the sensor device. The derived data cannot be directly detected by the associated sensors. Alternatively, an apparatus that includes a wearable sensor device and an I/O device in communication with the sensor device that includes means for displaying information and a dial for entering information. Alternatively, an apparatus for tracking caloric consumption and caloric expenditure data that includes a sensor device and an I/O device in communication with the sensor device. The sensor device includes a processor programmed to generate data relating to caloric expenditure from sensor data. Alternatively, an apparatus for tracking caloric information for an individual that utilizes a plurality of classification identifiers for classifying meals consumed by the individual, each of the classification identifiers having a corresponding caloric amount.

Citations

109 Claims

1. An apparatus for monitoring human status parameters, comprising:
- a sensor device, said sensor device being in electronic communication with at least one sensor adapted to generate data indicative of at least a first parameter of said individual; and
  
  an I/O device in electronic communication with said sensor device, said I/O device receiving said data indicative of at least a first parameter from said sensor device and data indicative of a second parameter of said individual generated by a second sensor, at least one of said first parameter and said second parameter being physiological, said I/O device generating derived data using said data indicative of at least a first parameter and said data indicative of a second parameter, said derived data comprising a third parameter of said individual, said third parameter being an individual status parameter that cannot be directly detected by any of said at least one sensor and said second sensor, said I/O device further including means for displaying information based on said third parameter.
- View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22)
- - 2. An apparatus according to claim 1, said I/O device further including means for enabling said individual to enter information relating to said individual into said I/O device.
  - 3. An apparatus according to claim 1, said third parameter of said individual being selected from the group consisting of:
    - physical activity, sleep activity, nutrition activity, mind centering activity, stress level, metabolic rate, and oxygen consumption rate.
  - 4. An apparatus according to claim 1, at least one of said at least one senor and said second sensor being a physiological sensor selected from the group consisting of:
    - respiration sensors, temperature sensors, heat flux sensors, body conductance sensors, body resistance sensors, body potential sensors, brain activity sensors, blood pressure sensors, body impedance sensors, body motion sensors, body volume sensors, oxygen consumption sensors, body chemistry sensors, body position sensors, body pressure sensors, light absorption sensors, body sound sensors, electrochemical sensors, and optical sensors
  - 5. An apparatus according to claim 1, said third parameter being a physiological parameter of said individual.
  - 6. An apparatus according to claim 5, said third parameter comprising data relating to caloric expenditure of said individual.
  - 7. An apparatus according to claim 6, said I/O device including means for enabling said individual to enter information relating to calories consumed by said individual, said I/O device generating caloric consumption data using said information relating to calories consumed, said displaying means displaying information based on said caloric expenditure data and said caloric consumption data.
  - 8. An apparatus according to claim 7, wherein said information relating to calories consumed by said individual comprises information relating to foods consumed by said individual.
  - 9. An apparatus according to claim 8, wherein said I/O device further comprises a database of food data comprising food items and associated caloric values, said database being used to generate said caloric consumption data using said information relating to foods consumed by said individual.
  - 10. An apparatus according to claim 7, wherein said information displayed by said displaying means includes energy balance data.
  - 11. An apparatus according to claim 7, wherein said information displayed by said displaying means includes a rate of weight loss or gain of said individual.
  - 12. An apparatus according to claim 7, wherein said information displayed by said displaying means includes information relating to one or more goals of said individual, said goals relating to one or more of caloric consumption, caloric expenditure, energy balance and rate of weight loss or gain.
  - 13. An apparatus according to claim 5, said third parameter comprising data relating to caloric consumption of said individual.
  - 14. An apparatus according to claim 2, said entered information also being used to generate said derived data.
  - 15. An apparatus according to claim 14, said third parameter comprising data relating to caloric consumption of said individual.
  - 16. An apparatus according to claim 14, said third parameter comprising data relating to caloric expenditure of said individual.
  - 17. An apparatus according to claim 1, at least one of said at least one sensor and said second sensor being chosen from the group consisting of body motion sensors adapted to generate data indicative of motion, skin conductance sensors adapted to generate data indicative of the resistance of said individual'"'"'s skin to electric current, heat flux sensors adapted to generate data indicative of heat flow, body potential sensors adapted to generate data indicative of heart beats of said individual, and temperature sensors adapted to generate data indicative of a temperature of said individual'"'"'s skin, said data indicative of at least a first parameter and a second parameter comprising at least two of said data indicative of motion, said data indicative of resistance of said individual'"'"'s skin to electric current, said data indicative of heat flow, said data indicative of heart beats and said data indicative of a temperature of said individual'"'"'s skin.
  - 18. An apparatus according to claim 1, at least one of said at least one sensor and said second sensor being a contextual sensor.
  - 19. An apparatus according to claim 1, said I/O device further comprising a processor, said processor generating said derived data.
  - 20. An apparatus according to claim 1, said apparatus further comprising a computing device having a processor in electronic communication with said I/O device, said I/O device generating said derived data by communicating said data indicative of at least a first parameter and said data indicative of a second parameter to said computing device and receiving said derived data from said computing device, wherein said processor of said computing device generates said derived data.
  - 21. An apparatus according to claim 1, said apparatus further comprising a computing device in electronic communication with said I/O device, said I/O device communicating at least one of said data indicative of at least a first parameter and said data indicative of a second parameter and said derived data to said computing device.
  - 22. An apparatus according to claim 12, said I/O being adapted to cause said displaying means to display one or more suggestions for achieving said one or more goals based on said caloric consumption data and said caloric expenditure data.

23. An apparatus for detecting at least one of human physiological and contextual information from the body of a wearer, comprising:
- a sensor device having one or more sensors, said one or more sensors selected from the group consisting of physiological sensors and contextual sensors, said sensor device being adapted to be worn on said body;
  
  an I/O device in electronic communication with said sensor device, said I/O device having means for displaying information and a dial, said dial being supported for rotational movement about an external surface of said I/O device, said dial enabling said wearer to enter information into said I/O device.
- View Dependent Claims (24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49)
- - 24. An apparatus according to claim 23, said I/O device further comprising at least one button, said at least one button enabling said wearer to enter information into said I/O device.
  - 25. An apparatus according to claim 24, said I/O device further comprising a processing unit, said dial comprising a rotary switch, and said at least one button being coupled to a button switch, where depression of said at least one button activates said button switch and wherein said rotational movement of said dial and said depression of said at least one button enables said wearer to enter said information by generating data for use by said processing unit.
  - 26. An apparatus according to claim 24, said I/O device further comprising a processing unit, wherein said rotational movement of said dial and depression of said at least one button enables said wearer to enter control data for use by said processing unit.
  - 27. An apparatus according to claim 26, said dial supporting a plurality of dial magnets, said I/O device supporting a plurality of dial Hall effect sensors, said dial magnets and said dial Hall effect sensors being used to generate at least a portion of said control data.
  - 28. An apparatus according to claim 27, said at least one button supporting a button magnet, said I/O device supporting a button Hall effect sensor, said button magnet and said button Hall effect sensor being used to generate at least a second portion of said control data.
  - 29. An apparatus according to claim 24, said I/O device having access to a database of reference data, said dial and said at least one button being used to access portions of said reference data.
  - 30. An apparatus according to claim 29, said I/O device further comprising said database.
  - 31. An apparatus according to claim 29, said displaying means displaying said accessed portions of said reference data.
  - 32. An apparatus according to claim 31, wherein said rotational movement of said dial enables said wearer to selectively identify specific pieces of said accessed portions of said reference data, and wherein said at least one button enables said wearer to select said identified specific pieces of said accessed portions of said reference data.
  - 33. An apparatus according to claim 23, said sensor device having a processing unit in electronic communication with and receiving one or more signals from said one or more sensors, said processing unit generating data indicative of calories expended by said wearer from at least one of said one or more signals, said data indicative of calories expended being transmitted from said sensor device to said I/O device, said information entered by said wearer comprising data relating to calories consumed by said wearer, said displaying means displaying caloric expenditure data and caloric consumption data, said caloric expenditure data being based on said data indicative of calories expended by said wearer and said caloric consumption data being based on said data relating to calories consumed by said wearer.
  - 34. An apparatus according to claim 33, said information entered by said wearer further comprising data relating to calories expended by said wearer, said caloric expenditure data being further based on said data relating to calories expended by said wearer.
  - 35. An apparatus according to claim 33, said I/O device having access to a database of food data comprising food items and associated caloric values, wherein said information is entered by said wearer by accessing and selecting specific pieces of said food data from said database.
  - 36. An apparatus according to claim 35, said I/O device further comprising said database.
  - 37. An apparatus according to claim 35, said dial being used to access said specific pieces of food data, said displaying means displaying said specific pieces of said food data.
  - 38. An apparatus according to claim 23, said I/O device further comprising a data storage device for storing said entered information.
  - 39. An apparatus according to claim 33, said I/O device further comprising a data storage device for storing said entered information and said data indicative of calories burned transmitted from said sensor device.
  - 40. An apparatus according to claim 23, said sensor device generating and transmitting to said I/O device data indicative of at least one of physiological parameters and contextual parameters of said wearer, said displaying means displaying first information based on said data indicative of at least one of physiological parameters and contextual parameters of said wearer and second information based on said entered information.
  - 41. An apparatus according to claim 40, said I/O device further comprising a data storage device for storing said entered information and said data indicative of at least one of physiological parameters and contextual parameters of said wearer.
  - 42. An apparatus according to claim 23, said I/O device and said sensor device each having a wireless communication device.
  - 43. An apparatus according to claim 23, said one or more sensors generating one or more signals, at least one of said one or more signals being transmitted from said sensor device to said I/O device, said I/O device having a processing unit, said processing unit generating first information using said at least one of said one or more signals, said displaying means displaying second information and third information, said second information being based on said first information and said third information being based on said entered information.
  - 44. An apparatus according to claim 43, said first information comprising data indicative of calories expended by said wearer, said entered information comprising data relating to calories consumed by said wearer, said second information comprising caloric expenditure data and said third information comprising caloric consumption data.
  - 45. An apparatus according to claim 23, said one or more sensors generating one or more signals, said sensor device having a processing unit, said processing unit generating first information using said at least one of said one or more signals, said first information being transmitted from said sensor device to said I/O device, said displaying means displaying second information and third information, said second information being based on said first information and said third information being based on said entered information.
  - 46. An apparatus according to claim 45, said I/O device having a second processing unit, said second processing unit generating said second information using said first information and said third information using said entered information.
  - 47. An apparatus according to claim 45, said first information comprising data indicative of calories expended by said wearer, said entered information comprising data relating to calories consumed by said wearer, said second information comprising caloric expenditure data and said third information comprising caloric consumption data.
  - 48. An apparatus according to claim 23, said one or more sensors generating one or more signals, said sensor device having a processing unit, said processing unit generating first information using said at least one of said one or more signals, said entered information being transmitted from said I/O device to said sensor device, said processing unit generating second information using said first information and third information using said entered information, said second and third information being transmitted from said sensor device to said I/O device, said displaying means displaying said second and third information.
  - 49. An apparatus according to claim 48, said first information comprising data indicative of calories expended by said wearer, said entered information comprising data relating to calories consumed by said wearer, said second information comprising caloric expenditure data and said third information comprising caloric consumption data.

50. An apparatus for tracking caloric consumption and caloric expenditure of an individual, comprising:
- a sensor device adapted to be worn on an individual'"'"'s body, said sensor device including a processor in electronic communication with at least two sensors, at least one sensor being a physiological sensor, said sensors adapted to generate data indicative of at least a first parameter of said individual and a second parameter of said individual, said first parameter being physiological, said processor being programmed to generate data relating to caloric expenditure of said individual using said data indicative of a first parameter and a second parameter;
  
  an I/O device in electronic communication with said sensor device, said I/O device receiving said caloric expenditure data from said sensor device, said I/O device including means for enabling said individual to enter information relating to calories consumed by said individual, said information relating to calories consumed being used to generate caloric consumption data, and means for displaying information based on said caloric expenditure data and said caloric consumption data.
- View Dependent Claims (51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66)
- - 51. An apparatus according to claim 50, wherein said information relating to calories consumed by said individual comprises information relating to foods consumed by said individual.
  - 52. An apparatus according to claim 51, wherein said I/O device has access to a database of food data comprising food items and associated caloric values, said database being used to generate said caloric consumption data using said information relating to foods consumed by said individual.
  - 53. An apparatus according to claim 52, said I/O device further comprising said database.
  - 54. An apparatus according to claim 50, wherein said information displayed by said displaying means includes energy balance data.
  - 55. An apparatus according to claim 50, wherein said information displayed by said displaying means includes a rate of weight loss or gain of said individual.
  - 56. An apparatus according to claim 50, wherein said information displayed by said displaying means includes information relating to one or more goals of said individual, said goals relating to one or more of caloric consumption, caloric expenditure, energy balance and rate of weight loss or gain.
  - 57. An apparatus according to claim 50, said at least two sensors being included within said sensor device.
  - 58. An apparatus according to claim 50, at least one of said sensors being located separately from said sensor device.
  - 59. An apparatus according to claim 58, said separately located sensor being part of said I/O device.
  - 60. An apparatus according to claim 59, said I/O device being a weight scale.
  - 61. An apparatus according to claim 58, said separately located sensor being part of a weight scale.
  - 62. An apparatus according to claim 50, wherein at least two of said least two sensors are physiological and wherein said second parameter is physiological.
  - 63. An apparatus according to claim 62, said at least two sensors being chosen from the group consisting of body motion sensors adapted to generate data indicative of motion, skin conductance sensors adapted to generate data indicative of the resistance of said individual'"'"'s skin to electric current, heat flux sensors adapted to generate data indicative of heat flow, body potential sensors adapted to generate data indicative of heart beats of said individual, and temperature sensors adapted to generate data indicative of a temperature of said individual'"'"'s skin, said data indicative of at least a first parameter and a second parameter comprising at least two of said data indicative of motion, said data indicative of resistance of said individual'"'"'s skin to electric current, said data indicative of heat flow, said data indicative of heart beats and said data indicative of a temperature of said individual'"'"'s skin.
  - 64. An apparatus according to claim 50, at least one of said at least two sensors being a contextual sensor.
  - 65. An apparatus according to claim 64, said contextual sensors being selected from the group consisting of ambient temperature sensors and global positioning sensors.
  - 66. An apparatus according to claim 56, said I/O device being adapted to cause said displaying means to display one or more suggestions for achieving said one or more goals based on said caloric consumption data and said caloric expenditure data.

67. An apparatus for tracking caloric information for an individual, comprising:
- means for displaying a plurality of classification identifiers for classifying meals consumed by said individual, each of said classification identifiers having a corresponding caloric amount;
  
  means for selecting, for each meal consumed by said individual, one of said classification identifiers;
  
  a processor for generating and storing caloric consumption data for said individual based on the caloric amount corresponding to the classification identifier selected by said individual for each meal consumed by said individual.
- View Dependent Claims (68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93)
- - 68. An apparatus according to claim 67, wherein said corresponding caloric amounts are generic amounts designed to suit the general public.
  - 69. An apparatus according to claim 67, wherein said corresponding caloric amounts are tailored specifically for said individual.
  - 70. An apparatus according to claim 67, wherein said classification identifiers each comprise an indication of an estimated size of a meal.
  - 71. An apparatus according to claim 70, wherein said classification identifiers are S, M, L and XL.
  - 72. An apparatus according to claim 67, wherein said classification identifiers each comprise a point value based on an estimated size of a meal.
  - 73. An apparatus according to claim 67, wherein said classification identifiers comprise a plurality of point values forming a grid, each of said point values being based on an estimated size and caloric density associated with a meal.
  - 74. An apparatus according to claim 67, further comprising a sensor device adapted to be worn on said individual'"'"'s body, said senor device generating data relating to caloric expenditure of said individual, said sensor device being in electronic communication with said processor, said processor receiving said caloric expenditure data from said sensor device and generating first information based on said caloric expenditure data and said caloric consumption data, said first information being displayed on said displaying means.
  - 75. An apparatus according to claim 74, said first information including energy balance data.
  - 76. An apparatus according to claim 74, said first information including a rate of weight loss or gain of said individual.
  - 77. An apparatus according to claim 74, said first information including information relating to one or more goals of said individual, said goals relating to one or more of caloric consumption, caloric expenditure, energy balance and rate of weight loss or gain.
  - 78. An apparatus according to claim 74, said sensor device including a second processor in electronic communication with at least two sensors, at least one sensor being a physiological sensor, said sensors adapted to generate data indicative of at least a first parameter of said individual and a second parameter of said individual, said first parameter being physiological, said second processor being programmed to generate said caloric expenditure data using said data indicative of a first parameter and a second parameter.
  - 79. An apparatus according to claim 78, said at least two sensors being included within said sensor device.
  - 80. An apparatus according to claim 78, at least one of said sensors being located separately from said sensor device.
  - 81. An apparatus according to claim 80, said displaying means, said selecting means and said processor being part of an I/O device separate from said sensor device, said separately located sensor being part of said I/O device.
  - 82. An apparatus according to claim 81, said I/O device being a weight scale.
  - 83. An apparatus according to claim 80, said separately located sensor being part of a weight scale.
  - 84. An apparatus according to claim 78, wherein at least two of said least two sensors are physiological and wherein said second parameter is physiological.
  - 85. An apparatus according to claim 84, said at least two sensors being chosen from the group consisting of body motion sensors adapted to generate data indicative of motion, skin conductance sensors adapted to generate data indicative of the resistance of said individual'"'"'s skin to electric current, heat flux sensors adapted to generate data indicative of heat flow, body potential sensors adapted to generate data indicative of heart beats of said individual, and temperature sensors adapted to generate data indicative of a temperature of said individual'"'"'s skin, said data indicative of at least a first parameter and a second parameter comprising at least two of said data indicative of motion, said data indicative of resistance of said individual'"'"'s skin to electric current, said data indicative of heat flow, said data indicative of heart beats and said data indicative of a temperature of said individual'"'"'s skin.
  - 86. An apparatus according to claim 78, at least one of said at least two sensors being a contextual sensor.
  - 87. An apparatus according to claim 86, said contextual sensors being selected from the group consisting of ambient temperature sensors and global positioning sensors.
  - 88. An apparatus according to claim 67, further comprising a computing device having software for enabling said individual to enter one or more food items for each meal consumed by said individual and for associating a second caloric amount with said meal based on said food items, said processor receiving, for each meal consumed by said individual over a predetermined time period, said second caloric amounts, said processor adjusting for each of said classification identifiers said corresponding caloric amount based on said second caloric amounts.
  - 89. An apparatus according to claim 88, said software comprising a database of food data including said food items and said second caloric amounts.
  - 90. An apparatus according to claim 67, said apparatus being a portable, watch like apparatus.
  - 91. An apparatus according to claim 77, said apparatus being adapted to cause said displaying means to display one or more suggestions for achieving said one or more goals based on said caloric consumption data and said caloric expenditure data.
  - 92. An apparatus according to claim 67, wherein said corresponding caloric amounts are determined for each of said classification identifiers based on an algorithm.
  - 93. An apparatus according to claim 92, said algorithm comprising a look-up table.

94. A method for tracking caloric information for an individual, comprising:
- providing a plurality of classification identifiers for classifying meals consumed by said individual, each of said classification identifiers having a corresponding caloric amount;
  
  receiving, for each meal consumed by said individual, a selected one of said classification identifiers; and
  
  recording caloric consumption data for said individual for each meal consumed by said individual based on the caloric amount corresponding to the selected classification identifier.
- View Dependent Claims (95, 96, 97, 98, 99, 100, 101)
- - 95. A method according to claim 94, wherein said corresponding caloric amounts are generic amounts designed to suit the general public.
  - 96. A method according to claim 94, wherein said corresponding caloric amounts are tailored specifically for said individual.
  - 97. A method according to claim 94, wherein said classification identifiers each comprise an indication of an estimated size of a meal.
  - 98. A method according to claim 97, wherein said classification identifiers are S, M, L and XL.
  - 99. A method according to claim 94, wherein said classification identifiers each comprise a point value based on an estimated size of a meal.
  - 100. A method according to claim 94, wherein said classification identifiers comprise a plurality of point values forming a grid, each of said point values being based on an estimated size and caloric density associated with a meal.
  - 101. A method according to claim 94, further comprising receiving over a predetermined time period information relating to one or more food items for each meal consumed by said individual, associating a second caloric amount with said meal based on said food items, and adjusting for each of said classification identifiers said corresponding caloric amount based on said second caloric amounts.

102. A method for tracking caloric information for an individual, comprising:
- reviewing a plurality of classification identifiers for classifying meals consumed by said individual, each of said classification identifiers having a corresponding caloric amount;
  
  selecting, for each meal consumed by said individual, one of said classification identifiers; and
  
  recording caloric consumption data for said individual for each meal consumed by said individual based on the caloric amount corresponding to the selected classification identifier.
- View Dependent Claims (103, 104, 105, 106, 107, 108, 109)
- - 103. A method according to claim 102, wherein said corresponding caloric amounts are generic amounts designed to suit the general public.
  - 104. A method according to claim 102, wherein said corresponding caloric amounts are tailored specifically for said individual.
  - 105. A method according to claim 102, wherein said classification identifiers each comprise an indication of an estimated size of a meal.
  - 106. A method according to claim 102, wherein said classification identifiers are S, M, L and XL.
  - 107. A method according to claim 102, wherein said classification identifiers each comprise a point value based on an estimated size of a meal.
  - 108. A method according to claim 102, wherein said classification identifiers comprise a plurality of point values forming a grid, each of said point values being based on an estimated size and caloric density associated with a meal.
  - 109. A method according to claim 102, further comprising providing over a predetermined time period information relating to one or more food items for each meal consumed by said individual, associating a second caloric amount with said meal based on said food items, and adjusting for each of said classification identifiers said corresponding caloric amount based on said second caloric amounts.

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Current Assignee
JB IP Acquisitions LLC
Original Assignee
BodyMedia Incorporated (AliphCom Corp.)
Inventors
Andre, David, Kasabach, Christopher, Boehmke, Scott, Stivoric, John, Safier, Scott, Teller, Eric, Vishnubhatla, Suresh, Pacione, Christopher, Farringdon, Jonathan, Pelletier, Raymond

Granted Patent

US 7,285,090 B2
Time in Patent Office

Days
Field of Search
US Class Current

600/300
CPC Class Codes

A61B 2562/0219   Inertial sensors, e.g. acce...

A61B 5/0002   Remote monitoring of patien...

A61B 5/002   Monitoring the patient usin...

A61B 5/0022   Monitoring a patient using ...

A61B 5/01   Measuring temperature of bo...

A61B 5/0205   Simultaneously evaluating b...

A61B 5/02055   Simultaneously evaluating b...

A61B 5/021   Measuring pressure in heart...

A61B 5/02405   Determining heart rate vari...

A61B 5/0533   Measuring galvanic skin res...

A61B 5/0816   Measuring devices for exami...

A61B 5/0833   Measuring rate of oxygen co...

A61B 5/11   Measuring movement of the e...

A61B 5/1118   Determining activity level

A61B 5/14532   for measuring glucose, e.g....

A61B 5/318   Heart-related electrical mo...

A61B 5/369   Electroencephalography [EEG...

A61B 5/389   Electromyography [EMG]

A61B 5/398   Electrooculography [EOG], e...

A61B 5/411   Detecting or monitoring all...

A61B 5/4809 : Sleep detection, i.e. deter...

A61B 5/4866 : Evaluating metabolism A61B5...

A61B 5/4872 : Body fat

A61B 5/4875 : Hydration status, fluid ret...

A61B 5/4884 : inducing physiological or p...

A61B 5/6801 : specially adapted to be att...

A61B 5/6824 : Arm or wrist

A61B 5/7225 : Details of analog processin...

A61B 5/7264 : Classification of physiolog...

A61B 5/7267 : involving training the clas...

A61B 5/7275 : Determining trends in physi...

A61B 5/7278 : Artificial waveform generat...

A61B 5/7282 : Event detection, e.g. detec...

A61B 5/743 : Displaying an image simulta...

A61B 5/7445 : Display arrangements, e.g. ...

A61B 5/7475 : User input or interface mea...

A63B 2024/0065 : Evaluating the fitness, e.g...

A63B 24/0062 : Monitoring athletic perform...

G06F 17/00 : Digital computing or data p...

G06F 8/00 : Arrangements for software e...

G16H 10/60 : for patient-specific data, ...

G16H 20/60 : relating to nutrition contr...

G16H 40/63 : for local operation

G16H 40/67 : for remote operation

G16H 50/20 : for computer-aided diagnosi...

Y10S 128/905 : Feedback to patient of biol...

Y10S 128/92 : Computer assisted medical d...

Y10S 128/921 : Diet management

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Apparatus for detecting, receiving, deriving and displaying human physiological and contextual information

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109 Claims

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Apparatus for detecting, receiving, deriving and displaying human physiological and contextual information

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