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公开(公告)号:US20240197246A1
公开(公告)日:2024-06-20
申请号:US18118528
申请日:2023-03-07
Applicant: Samsung Electronics Co., Ltd.
Inventor: Ebrahim Nematihosseinabadi , Mohsin Ahmed , Nafiul Rashid , Jilong Kuang , Jun Gao
CPC classification number: A61B5/6802 , A61B5/1118 , A61B5/7264
Abstract: In one embodiment, a method includes accessing first sensor data from a first sensor worn on a first portion of a user's body and accessing second sensor data from a second sensor worn on a second portion of the user's body. The method includes determining, based on both the first sensor data and the second sensor data, one or more first features related to the user's activity and determining, based on the first features, an initial classification of the user's activity. When the initial classification indicates a class that includes one or more subclasses that are more distinguishable by one of the sensors, then a specific subclassification may be determined based on sensor data from only that one sensor. Otherwise, the classification of the user's activity may be based on the one or more first features that use data from both sensors.
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公开(公告)号:US20230380774A1
公开(公告)日:2023-11-30
申请号:US18198989
申请日:2023-05-18
Applicant: Samsung Electronics Co., Ltd.
Inventor: Tousif Ahmed , Md Mahbubur Rahman , Yincheng Jin , Ebrahim Nematihosseinabadi , Mohsin Ahmed , Nafiul Rashid , Jilong Kuang , Jun Gao
CPC classification number: A61B5/7278 , A61B5/0816 , A61B5/7221 , A61B5/7285 , A61B5/6803 , A61B7/003 , A61B5/7203 , A61B5/7264 , G16H40/67 , G16H50/30 , A61B5/1118
Abstract: In one embodiment, a method includes accessing, from a first sensor of a wearable device, motion data representing motion of a user and determining, from the motion data, an activity level of the user. The method includes selecting, based on the activity level, an activity-based technique for estimating the breathing rate of the user, which is used to determine a breathing rate of the user. The method further includes determining a quality associated with the breathing rate and comparing the determined quality with a threshold. If the determined quality is not less than the threshold, then the method includes using the determined breathing rate as a final breathing-rate determination for the user. If the determined quality is less than the threshold, then the method includes activating a second sensor of the wearable device and determining, based on data from the second sensor, a breathing rate for the user.
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公开(公告)号:US20250087016A1
公开(公告)日:2025-03-13
申请号:US18759674
申请日:2024-06-28
Applicant: Samsung Electronics Co., Ltd.
Inventor: Li Zhu , Qijia Shao , Mohsin Ahmed , Korosh Vatanparvar , Migyeong Gwak , Nafiul Rashid , Jungmok Bae , Jilong Kuang , Jun Gao
IPC: G06V40/10 , A61B5/1455 , G06V10/56 , G06V10/764 , G06V10/774 , G06V20/40 , H04N23/611 , H04N23/71 , H04N23/72 , H04N23/74 , H04N23/84
Abstract: In one embodiment, a method includes recording, by a camera of a client device, a video of a region of a first user's skin and estimating, from the recorded video, a current ratio of ratios (RoR) for the first user corresponding to the first user's current blood-oxygen saturation. The method further includes converting the first user's determined RoR to a transformed RoR for the first user based at least in part on a baseline user's RoR determined while generating a trained SpO2 prediction model. The trained SpO2 prediction model is trained to estimate the baseline user's SpO2 value based on an input RoR value from the baseline user. The method further includes determining, by the trained SpO2 prediction model and based on the transformed RoR for the first user, the first user's current estimated blood-oxygen saturation.
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公开(公告)号:US11717181B2
公开(公告)日:2023-08-08
申请号:US17072341
申请日:2020-10-16
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Md M. Rahman , Tousif Ahmed , Mohsin Ahmed , Viswam Nathan , Ebrahim Nematihosseinabadi , Korosh Vatanparvar , Jilong Kuang , Jun Gao
CPC classification number: A61B5/0816 , A61B5/1135 , A61B5/7221 , A61B5/7225 , A61B5/7285
Abstract: Adaptive respiratory condition assessment can include capturing signals generated by sensors of a portable device positioned to sense a user's body. The sensors can generate the signals in response to sensor-detected movements of the user's body measured along multiple axes and corresponding to lung activity in the user's body during respiratory cycles. A preferred axis of measurement can be selected using signal processing performed by a signal processor embedded in the portable device. Waveforms generated from signals corresponding to signals generated in response to movements of the user's body measured along the preferred axis can be filtered for extracting biomarkers from the waveforms using the signal processor. The one or more biomarkers extracted correspond to the lung activity. Based on the biomarkers, a respiratory condition of the user can be determined. A notification based on the respiratory condition as determined can be generated and conveyed with the portable device.
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公开(公告)号:US20210386318A1
公开(公告)日:2021-12-16
申请号:US17072341
申请日:2020-10-16
Applicant: SAMSUNG ELECTRONICS CO., LTD.
Inventor: Md M. Rahman , Tousif Ahmed , Mohsin Ahmed , Viswam Nathan , Ebrahim Nematihosseinabadi , Korosh Vatanparvar , Jilong Kuang , Jun Gao
Abstract: Adaptive respiratory condition assessment can include capturing signals generated by sensors of a portable device positioned to sense a user's body. The sensors can generate the signals in response to sensor-detected movements of the user's body measured along multiple axes and corresponding to lung activity in the user's body during respiratory cycles. A preferred axis of measurement can be selected using signal processing performed by a signal processor embedded in the portable device. Waveforms generated from signals corresponding to signals generated in response to movements of the user's body measured along the preferred axis can be filtered for extracting biomarkers from the waveforms using the signal processor. The one or more biomarkers extracted correspond to the lung activity. Based on the biomarkers, a respiratory condition of the user can be determined. A notification based on the respiratory condition as determined can be generated and conveyed with the portable device.
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