Patents by Inventor Albert E. Cerussi

Albert E. Cerussi has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20260000306
    Abstract: Embodiments are directed to systems and methods for determining blood pressure (e.g., diastolic and systolic pressure) of a user. A pressure applied by a skin region of a user and an optical cardiac signal are simultaneously measured. The optical cardiac signal, which may correspond to a measured skin region blood volume, is analyzed to identify a series of pulse waves, which in some instances may be normalized. A series of values of a metric associated with the morphology of the pulse waves is determined. The metric values are associated with corresponding pressure values. The metric values and pressure values are used to determine diastolic pressure and systolic pressure.
    Type: Application
    Filed: June 26, 2025
    Publication date: January 1, 2026
    Inventors: Vivek Venugopal, Albert E. Cerussi, Joseph M. Schmitt, Pranay Jain, Marduke Yousefpor, Sohrab Eslami
  • Publication number: 20250344970
    Abstract: A characteristic (e.g., SpO2) of a user's physiological signals can be estimated using a pulse oximeter. In some examples, inconsistent measurement of the physiological characteristic may occur despite the underlying physiological signals having quality characteristics consistent with physiologically valid signals showing a consistent cardiac signal indicative of accurate measurement of the physiological characteristic. In particular, the measurement inconsistency may be associated with a spatially localized region. Such measurement inconsistency may result in an incorrect, low estimate of the physiological characteristic relative to the true characteristic (e.g., the SpO2 estimate may skew lower than the true SpO2). An algorithm may be used to detect spatially localized measurement inconsistency and to mitigate or reduce its effect to improve the accuracy of the estimate of the physiological characteristic.
    Type: Application
    Filed: May 22, 2025
    Publication date: November 13, 2025
    Inventors: Mai Tuyet LE, Xiao JIN, Paul D. MANNHEIMER, Albert E. CERUSSI, Sankalita SAHA
  • Patent number: 12310726
    Abstract: A characteristic (e.g., SpO2) of a user's physiological signals can be estimated using a pulse oximeter. In some examples, inconsistent measurement of the physiological characteristic may occur despite the underlying physiological signals having quality characteristics consistent with physiologically valid signals showing a consistent cardiac signal indicative of accurate measurement of the physiological characteristic. In particular, the measurement inconsistency may be associated with a spatially localized region. Such measurement inconsistency may result in an incorrect, low estimate of the physiological characteristic relative to the true characteristic (e.g., the SpO2 estimate may skew lower than the true SpO2). An algorithm may be used to detect spatially localized measurement inconsistency and to mitigate or reduce its effect to improve the accuracy of the estimate of the physiological characteristic.
    Type: Grant
    Filed: September 10, 2021
    Date of Patent: May 27, 2025
    Assignee: Apple Inc.
    Inventors: Mai Tuyet Le, Xiao Jin, Paul D. Mannheimer, Albert E. Cerussi, Sankalita Saha
  • Patent number: 12268499
    Abstract: Robust estimation of a characteristic of a user's physiological signals can be achieved by filtering or classifying samples. Rather than estimating the characteristic of the user's physiological signals based on each sample at a first wavelength and a second wavelength, a robust system and method can, in some examples, estimate the characteristic using samples at the first wavelength and the second wavelength that meet one or more criteria and filter out samples that fail to meet the one or more criteria. In some examples, the system and method can weight samples based on the one or more criteria, and estimate the characteristic using the weighted samples. Samples failing to meet the one or more criteria can be given less weight or no weight in the estimation. The one or more criteria can include a criterion based on at least the physiological signal at a third wavelength.
    Type: Grant
    Filed: February 28, 2024
    Date of Patent: April 8, 2025
    Assignee: Apple Inc.
    Inventors: Saeed Mohammadi, Albert E. Cerussi, Paul D. Mannheimer
  • Patent number: 12193812
    Abstract: Estimation of a characteristic of a user's physiological signals can be improved using one or more calibration relationships that may be dependent on a characteristic of the optical sensor. For example, different calibration relationships can be used that are dependent on a spatial characteristic and/or that are dependent on a wavelength characteristic of the light emitting component(s) of the respective emitter of a channel. In some examples, a unique calibration relationship can be used for each channel. In some examples, a common calibration relationship can be used for multiple channels with shared distance and/or wavelength characteristics. Utilizing distance-dependent and/or wavelength-dependent calibration relationships can improve robustness of pulse oximetry measurements.
    Type: Grant
    Filed: August 25, 2023
    Date of Patent: January 14, 2025
    Assignee: Apple Inc.
    Inventors: Paul D. Mannheimer, Albert E. Cerussi
  • Publication number: 20240389901
    Abstract: A wearable device is described. The wearable device includes a housing having a back cover, and an optical mask on first portions of the back cover. The back cover includes a set of windows, with a first subset of windows in the set of windows being defined by an absence of the optical mask on second portions of the back cover, and a second subset of windows in the set of windows being inset in a set of openings in the back cover. An optical barrier surrounds each window in the second subset of windows. A set of light emitters is configured to emit light through at least some of the windows in the set of windows. A set of light detectors is configured to receive light through at least some of the windows in the set of windows.
    Type: Application
    Filed: August 1, 2024
    Publication date: November 28, 2024
    Inventors: Vivek Venugopal, Ueyn L. Block, Brian R. Land, Paul D. Mannheimer, Albert E. Cerussi
  • Patent number: 12089931
    Abstract: A wearable electronic device (e.g., an electronic watch) may detect and analyze one or more sensing signals corresponding to light detected by the device to determine whether the device is in a sensing state (e.g., the device is within a maximum sensing distance of a user). If the wearable electronic device is in the sensing state, the device may determine one or more physiological parameters from the same signals used to determine whether the device is in the sensing state.
    Type: Grant
    Filed: August 20, 2021
    Date of Patent: September 17, 2024
    Assignee: Apple Inc.
    Inventors: Xiyu Duan, Albert E. Cerussi, Paul D. Mannheimer, Saeed Mohammadi
  • Patent number: 12076142
    Abstract: A wearable device is described. The wearable device includes a housing having a back cover, and an optical mask on first portions of the back cover. The back cover includes a set of windows, with a first subset of windows in the set of windows being defined by an absence of the optical mask on second portions of the back cover, and a second subset of windows in the set of windows being inset in a set of openings in the back cover. An optical barrier surrounds each window in the second subset of windows. A set of light emitters is configured to emit light through at least some of the windows in the set of windows. A set of light detectors is configured to receive light through at least some of the windows in the set of windows.
    Type: Grant
    Filed: June 23, 2023
    Date of Patent: September 3, 2024
    Assignee: Apple Inc.
    Inventors: Vivek Venugopal, Ueyn L. Block, Brian R. Land, Paul D. Mannheimer, Albert E. Cerussi
  • Publication number: 20240245329
    Abstract: Robust estimation of a characteristic of a user's physiological signals can be achieved by filtering or classifying samples. Rather than estimating the characteristic of the user's physiological signals based on each sample at a first wavelength and a second wavelength, a robust system and method can, in some examples, estimate the characteristic using samples at the first wavelength and the second wavelength that meet one or more criteria and filter out samples that fail to meet the one or more criteria. In some examples, the system and method can weight samples based on the one or more criteria, and estimate the characteristic using the weighted samples. Samples failing to meet the one or more criteria can be given less weight or no weight in the estimation. The one or more criteria can include a criterion based on at least the physiological signal at a third wavelength.
    Type: Application
    Filed: February 28, 2024
    Publication date: July 25, 2024
    Inventors: Saeed MOHAMMADI, Albert E. CERUSSI, Paul D. MANNHEIMER
  • Patent number: 12042255
    Abstract: A wearable device includes a housing; a wrist band attached to the housing; first and second emitters positioned within the housing and configured to respectively emit, through a back of the housing, a first beam of electromagnetic radiation having a first infrared (IR) wavelength and a second beam of electromagnetic radiation having a second IR wavelength. The second IR wavelength is different from the first IR wavelength. The wearable device also includes a photodetector positioned within the housing and filtered to detect a set of electromagnetic radiation wavelengths including the first IR wavelength and the second IR wavelength; and a matter differentiation circuit configured to indicate, at least partly in response to signals indicating amounts of the first IR wavelength and the second IR wavelength received by the photodetector, whether the back of the housing is likely proximate to human tissue.
    Type: Grant
    Filed: May 12, 2023
    Date of Patent: July 23, 2024
    Assignee: Apple Inc.
    Inventors: Nicholas P. Allec, Albert E. Cerussi, Maximillian C. Bruggeman, Xiyu Duan, Ueyn L. Block
  • Publication number: 20240225496
    Abstract: Estimation of a characteristic of a user's physiological signals can be improved using one or more calibration relationships that may be dependent on a characteristic of the optical sensor. For example, different calibration relationships can be used that are dependent on a spatial characteristic and/or that are dependent on a wavelength characteristic of the light emitting component(s) of the respective emitter of a channel. In some examples, a unique calibration relationship can be used for each channel. In some examples, a common calibration relationship can be used for multiple channels with shared distance and/or wavelength characteristics. Utilizing distance-dependent and/or wavelength-dependent calibration relationships can improve robustness of pulse oximetry measurements.
    Type: Application
    Filed: August 25, 2023
    Publication date: July 11, 2024
    Inventors: Paul D. MANNHEIMER, Albert E. CERUSSI
  • Publication number: 20240130648
    Abstract: Estimation of a characteristic of a user's physiological signals can be improved using one or more calibration relationships that may be dependent on a characteristic of the optical sensor. For example, different calibration relationships can be used that are dependent on a spatial characteristic and/or that are dependent on a wavelength characteristic of the light emitting component(s) of the respective emitter of a channel. In some examples, a unique calibration relationship can be used for each channel. In some examples, a common calibration relationship can be used for multiple channels with shared distance and/or wavelength characteristics. Utilizing distance-dependent and/or wavelength-dependent calibration relationships can improve robustness of pulse oximetry measurements.
    Type: Application
    Filed: August 24, 2023
    Publication date: April 25, 2024
    Inventors: Paul D. MANNHEIMER, Albert E. CERUSSI
  • Patent number: 11931147
    Abstract: Robust estimation of a characteristic of a user's physiological signals can be achieved by filtering or classifying samples. Rather than estimating the characteristic of the user's physiological signals based on each sample at a first wavelength and a second wavelength, a robust system and method can, in some examples, estimate the characteristic using samples at the first wavelength and the second wavelength that meet one or more criteria and filter out samples that fail to meet the one or more criteria. In some examples, the system and method can weight samples based on the one or more criteria, and estimate the characteristic using the weighted samples. Samples failing to meet the one or more criteria can be given less weight or no weight in the estimation. The one or more criteria can include a criterion based on at least the physiological signal at a third wavelength.
    Type: Grant
    Filed: May 13, 2022
    Date of Patent: March 19, 2024
    Assignee: Apple Inc.
    Inventors: Saeed Mohammadi, Albert E. Cerussi, Paul D. Mannheimer
  • Patent number: 11857298
    Abstract: A wearable device includes a housing; a wrist band attached to the housing; first and second emitters positioned within the housing and configured to respectively emit, through a back of the housing, a first beam of electromagnetic radiation having a first infrared (IR) wavelength and a second beam of electromagnetic radiation having a second IR wavelength. The second IR wavelength is different from the first IR wavelength. The wearable device also includes a photodetector positioned within the housing and filtered to detect a set of electromagnetic radiation wavelengths including the first IR wavelength and the second IR wavelength; and a matter differentiation circuit configured to indicate, at least partly in response to signals indicating amounts of the first IR wavelength and the second IR wavelength received by the photodetector, whether the back of the housing is likely proximate to human tissue.
    Type: Grant
    Filed: September 4, 2020
    Date of Patent: January 2, 2024
    Assignee: Apple Inc.
    Inventors: Nicholas P. Allec, Albert E. Cerussi, Maximillian C. Bruggeman, Xiyu Duan, Ueyn L. Block
  • Publication number: 20230404419
    Abstract: A wearable device includes a housing; a wrist band attached to the housing; first and second emitters positioned within the housing and configured to respectively emit, through a back of the housing, a first beam of electromagnetic radiation having a first infrared (IR) wavelength and a second beam of electromagnetic radiation having a second IR wavelength. The second IR wavelength is different from the first IR wavelength. The wearable device also includes a photodetector positioned within the housing and filtered to detect a set of electromagnetic radiation wavelengths including the first IR wavelength and the second IR wavelength; and a matter differentiation circuit configured to indicate, at least partly in response to signals indicating amounts of the first IR wavelength and the second IR wavelength received by the photodetector, whether the back of the housing is likely proximate to human tissue.
    Type: Application
    Filed: May 12, 2023
    Publication date: December 21, 2023
    Inventors: Nicholas P. Allec, Albert E. Cerussi, Maximillian C. Bruggeman, Xiyu Duan, Ueyn L. Block
  • Publication number: 20230329597
    Abstract: A wearable device is described. The wearable device includes a housing having a back cover, and an optical mask on first portions of the back cover. The back cover includes a set of windows, with a first subset of windows in the set of windows being defined by an absence of the optical mask on second portions of the back cover, and a second subset of windows in the set of windows being inset in a set of openings in the back cover. An optical barrier surrounds each window in the second subset of windows. A set of light emitters is configured to emit light through at least some of the windows in the set of windows. A set of light detectors is configured to receive light through at least some of the windows in the set of windows.
    Type: Application
    Filed: June 23, 2023
    Publication date: October 19, 2023
    Inventors: Vivek Venugopal, Ueyn L. Block, Brian R. Land, Paul D. Mannheimer, Albert E. Cerussi
  • Patent number: 11771350
    Abstract: Estimation of a characteristic of a user's physiological signals can be improved using one or more calibration relationships that may be dependent on a characteristic of the optical sensor. For example, different calibration relationships can be used that are dependent on a spatial characteristic and/or that are dependent on a wavelength characteristic of the light emitting component(s) of the respective emitter of a channel. In some examples, a unique calibration relationship can be used for each channel. In some examples, a common calibration relationship can be used for multiple channels with shared distance and/or wavelength characteristics. Utilizing distance-dependent and/or wavelength-dependent calibration relationships can improve robustness of pulse oximetry measurements.
    Type: Grant
    Filed: September 11, 2020
    Date of Patent: October 3, 2023
    Assignee: Apple Inc.
    Inventors: Paul D. Mannheimer, Albert E. Cerussi
  • Patent number: 11717197
    Abstract: A wearable device is described. The wearable device includes a housing having a back cover, and an optical mask on first portions of the back cover. The back cover includes a set of windows, with a first subset of windows in the set of windows being defined by an absence of the optical mask on second portions of the back cover, and a second subset of windows in the set of windows being inset in a set of openings in the back cover. An optical barrier surrounds each window in the second subset of windows. A set of light emitters is configured to emit light through at least some of the windows in the set of windows. A set of light detectors is configured to receive light through at least some of the windows in the set of windows.
    Type: Grant
    Filed: September 11, 2020
    Date of Patent: August 8, 2023
    Assignee: Apple Inc.
    Inventors: Vivek Venugopal, Ueyn L. Block, Brian R. Land, Paul D. Mannheimer, Albert E. Cerussi
  • Publication number: 20220273207
    Abstract: Robust estimation of a characteristic of a user's physiological signals can be achieved by filtering or classifying samples. Rather than estimating the characteristic of the user's physiological signals based on each sample at a first wavelength and a second wavelength, a robust system and method can, in some examples, estimate the characteristic using samples at the first wavelength and the second wavelength that meet one or more criteria and filter out samples that fail to meet the one or more criteria. In some examples, the system and method can weight samples based on the one or more criteria, and estimate the characteristic using the weighted samples. Samples failing to meet the one or more criteria can be given less weight or no weight in the estimation. The one or more criteria can include a criterion based on at least the physiological signal at a third wavelength.
    Type: Application
    Filed: May 13, 2022
    Publication date: September 1, 2022
    Inventors: Saeed MOHAMMADI, Albert E. CERUSSI, Paul D. MANNHEIMER
  • Patent number: 11331016
    Abstract: Robust estimation of a characteristic of a user's physiological signals can be achieved by filtering or classifying samples. Rather than estimating the characteristic of the user's physiological signals based on each sample at a first wavelength and a second wavelength, a robust system and method can, in some examples, estimate the characteristic using samples at the first wavelength and the second wavelength that meet one or more criteria and filter out samples that fail to meet the one or more criteria. In some examples, the system and method can weight samples based on the one or more criteria, and estimate the characteristic using the weighted samples. Samples failing to meet the one or more criteria can be given less weight or no weight in the estimation. The one or more criteria can include a criterion based on at least the physiological signal at a third wavelength.
    Type: Grant
    Filed: September 25, 2019
    Date of Patent: May 17, 2022
    Assignee: Apple Inc.
    Inventors: Saeed Mohammadi, Albert E. Cerussi, Paul D. Mannheimer