Patents by Inventor Ming-Zher Poh

Ming-Zher Poh 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).

  • Patent number: 9913588
    Abstract: The present disclosure provides a description of various methods and systems associated with determining possible presence of Atrial Fibrillation (AF). In one example, a camera of a client device, such as a mobile phone, may acquire a series of images of a body part of a user. A plethysmographic waveform may be generated from the series of images. An autocorrelation function may be calculated from the waveform, and a number of features may be computed from the autocorrelation function. Based on an analysis of the features, a determination may be made about whether the user is experiencing AF. Such determined may be output to a display of the mobile phone for user review.
    Type: Grant
    Filed: August 21, 2015
    Date of Patent: March 13, 2018
    Assignee: Cardiio, Inc.
    Inventor: Ming-Zher Poh
  • Patent number: 9913587
    Abstract: The present disclosure provides a description of various methods and systems associated with determining possible presence of Atrial Fibrillation (AF). In one example, a camera of a client device, such as a mobile phone, may acquire a series of images of a body part of a user. A plethysmographic waveform may be generated from the series of images. An autocorrelation function may be calculated from the waveform, and a number of features may be computed from the autocorrelation function. Based on an analysis of the features, a determination may be made about whether the user is experience AF. Such determined may be output to a display of the mobile phone for user review.
    Type: Grant
    Filed: October 30, 2014
    Date of Patent: March 13, 2018
    Assignee: Cardiio, Inc.
    Inventor: Ming-Zher Poh
  • Publication number: 20150359443
    Abstract: The present disclosure provides a description of various methods and systems associated with determining possible presence of Atrial Fibrillation (AF). In one example, a camera of a client device, such as a mobile phone, may acquire a series of images of a body part of a user. A plethysmographic waveform may be generated from the series of images. An autocorrelation function may be calculated from the waveform, and a number of features may be computed from the autocorrelation function. Based on an analysis of the features, a determination may be made about whether the user is experiencing AF. Such determined may be output to a display of the mobile phone for user review.
    Type: Application
    Filed: August 21, 2015
    Publication date: December 17, 2015
    Inventor: Ming-Zher Poh
  • Publication number: 20150126875
    Abstract: The present disclosure provides a description of various methods and systems associated with determining possible presence of Atrial Fibrillation (AF). In one example, a camera of a client device, such as a mobile phone, may acquire a series of images of a body part of a user. A plethysmographic waveform may be generated from the series of images. An autocorrelation function may be calculated from the waveform, and a number of features may be computed from the autocorrelation function. Based on an analysis of the features, a determination may be made about whether the user is experience AF. Such determined may be output to a display of the mobile phone for user review.
    Type: Application
    Filed: October 30, 2014
    Publication date: May 7, 2015
    Inventor: Ming-Zher Poh
  • Patent number: 8795173
    Abstract: In exemplary implementations of this invention, sensor measurements are taken before, during and after an epileptiform seizure of a human. The sensors measure electrodermal activity (EDA) and heart rate variability (HRV) of the human. The EDA and HRV measurements are used to assess sympathetic activity and parasympathetic activity, respectively. More particularly, in the case of HRV measurements, HF power is used to assess parasympathetic innervation of the heart. HF power is the power of the high frequency (e.g. 0.15 to 0.4 Hz) spectral component of the RRI signal. One or more processors analyze the sensor data to calculate the magnitude of a post-ictal autonomic disturbance. Based on that calculated magnitude, the processors assess the severity of the seizure. A wrist-worn sensor may take long-term, continuous EDA and motion measurements. The processors may analyze these measurements to detect the onset of a tonic-clonic seizure.
    Type: Grant
    Filed: May 17, 2012
    Date of Patent: August 5, 2014
    Assignee: Massachusetts Institute of Technology
    Inventors: Ming-Zher Poh, Rosalind Picard
  • Publication number: 20120296175
    Abstract: In exemplary implementations of this invention, sensor measurements are taken before, during and after an epileptiform seizure of a human. The sensors measure electrodermal activity (EDA) and heart rate variability (HRV) of the human. The EDA and HRV measurements are used to assess sympathetic activity and parasympathetic activity, respectively. More particularly, in the case of HRV measurements, HF power is used to assess parasympathetic innervation of the heart. HF power is the power of the high frequency (e.g. 0.15 to 0.4 Hz) spectral component of the RRI signal. One or more processors analyze the sensor data to calculate the magnitude of a post-ictal autonomic disturbance. Based on that calculated magnitude, the processors assess the severity of the seizure. A wrist-worn sensor may take long-term, continuous EDA and motion measurements. The processors may analyze these measurements to detect the onset of a tonic-clonic seizure.
    Type: Application
    Filed: May 17, 2012
    Publication date: November 22, 2012
    Applicant: MASSACHUSETTS INSTITUTE OF TECHNOLOGY
    Inventors: Ming-Zher Poh, Rosalind Picard
  • Patent number: 8140143
    Abstract: A washable, wearable biosensor that can gather sensor data, communicate the sensed data by wireless protocols, and permits the analysis of sensed data in real-time as a person goes about their normal lifestyle activities. The biosensor can be worn in multiple positions, can be put on or removed quickly without having to apply or remove gels and adhesives, and provides a snug, comfortable fit to gather data with minimal motion artifacts. The textile, wearable device can support integrated photoplethysmography, skin conductance, motion, and temperature sensors in a small wearable package. The supported sensors may be coupled to utilization devices by channel-sharing wireless protocols to enable the transmission of data from multiple users and multiple sensors (e.g. both sides of body, wrists or hands and feet, or multiple people).
    Type: Grant
    Filed: April 16, 2009
    Date of Patent: March 20, 2012
    Assignee: Massachusetts Institute of Technology
    Inventors: Rosalind W. Picard, Clayton J. Williams, Richard Ribon Fletcher, Hoda Eydgahi, Ming-Zher Poh, Oliver Orion Wilder-Smith, Kyunghee Kim, Kelly Dobson, Jackie Chia-Hsun Lee
  • Publication number: 20110251493
    Abstract: Method and system for measuring physiological parameters. The method includes capturing a sequence of images of a human face and identifying the location of the face in a frame of the video and establishing a region of interest including the face. Pixels are separated in the region of interest in a frame into at least two channel values forming raw traces over time. The raw traces are decomposed into at least two independent source signals. At least one of the source signals is processed to obtain a physiological parameter.
    Type: Application
    Filed: March 16, 2011
    Publication date: October 13, 2011
    Applicant: Massachusetts Institute of Technology
    Inventors: Ming-Zher Poh, Daniel J. McDuff, Rosalind W. Picard
  • Publication number: 20100268056
    Abstract: A washable, wearable biosensor that can gather sensor data, communicate the sensed data by wireless protocols, and permits the analysis of sensed data in real-time as a person goes about their normal lifestyle activities. The biosensor can be worn in multiple positions, can be put on or removed quickly without having to apply or remove gels and adhesives, and provides a snug, comfortable fit to gather data with minimal motion artifacts. The textile, wearable device can support integrated photoplethysmography, skin conductance, motion, and temperature sensors in a small wearable package. The supported sensors may be coupled to utilization devices by channel-sharing wireless protocols to enable the transmission of data from multiple users and multiple sensors (e.g. both sides of body, wrists or hands and feet, or multiple people).
    Type: Application
    Filed: April 16, 2009
    Publication date: October 21, 2010
    Applicant: Massachusetts Institute of Technology
    Inventors: Rosalind W. Picard, Clayton J. Williams, Richard Ribon Fletcher, Hoda Eydgahi, Ming-Zher Poh, Oliver Orion Wilder-Smith, Kyunghee Kim, Kelly Dobson, Jackie Chia-Hsun Lee