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

IPC: A61B5/00 ,  A61B5/08 ,  A61B7/00 ,  G16H40/67 ,  G16H50/30

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.

公开(公告)号：US20230233123A1

公开(公告)日：2023-07-27

申请号：US18156292

申请日：2023-01-18

Applicant: Samsung Electronics Co., Ltd.

Inventor： Md Mahbubur Rahman ,  Viswam Nathan ,  Li Zhu ,  Tousif Ahmed ,  Jungmok Bae ,  Jilong Kuang ,  Jeong Woo Kim ,  Jun Gao

IPC: A61B5/16 ,  A61B5/00

CPC classification number: A61B5/165 ,  A61B5/486 ,  A61B5/7246 ,  A61B5/6802 ,  A61B5/7267

Abstract: A method includes receiving multimodal data collected using at least one wearable device during an assessment window. The method also includes extracting biomarker features from the multimodal data, based on changes in the extracted biomarker features. The method also includes detecting that a stress event occurred during the assessment window. The method also includes accessing a plurality of templates of patterns in biomarker features, wherein a first subset of the templates is associated with unhealthy response to stress and a second subset of the templates is associated with healthy response to stress. The method also includes determining whether the stress event corresponds to a healthy response or an unhealthy response based on similarities between a pattern in the extracted biomarker features and the plurality of templates. The method also includes responsive to the stress event corresponding to an unhealthy response, providing a stress management recommendation.

公开(公告)号：US20220369992A1

公开(公告)日：2022-11-24

申请号：US17564198

申请日：2021-12-28

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Li Zhu ,  Hanbin Zhang ,  Viswam Nathan ,  Jilong Kuang ,  Jun Gao

IPC: A61B5/361 ,  G16H40/63 ,  G16H50/30 ,  A61B5/00

Abstract: Energy-efficient monitoring and detection of atrial fibrillation using an electronic device can include scheduling, by the electronic device, monitoring periods during which the electronic device intermittently monitors a user of the electronic device for atrial fibrillation. The scheduling can be based on determining an AF risk specific to the user. Time intervals between successive AF monitoring periods can be modulated by the electronic device in response to detecting a change in the AF risk.

公开(公告)号：US20220265168A1

公开(公告)日：2022-08-25

申请号：US17362732

申请日：2021-06-29

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Wenchuan Wei ,  Keiko Kurita ,  Jilong Kuang ,  Jun Gao

IPC: A61B5/11 ,  A61B5/00

Abstract: Limb motion tracking using a single sensor can include capturing acceleration data. The acceleration data can be captured in real time by an IMU sensor of a wearable device worn on a limb of a user. Orientation data can be captured in real time by the IMU sensor concurrently with the acceleration data. Estimated positions of joints of the limb can be determined based on the acceleration data and the orientation data, the joints positions estimated using a machine learning model and relative to a coordinate system. Motion of the limb can be tracked based on the estimated positions determined at different times as the user moves the limb.

公开(公告)号：US20190298224A1

公开(公告)日：2019-10-03

申请号：US16049743

申请日：2018-07-30

Applicant: Samsung Electronics Co., Ltd

Inventor： Md Mahbubur Rahman ,  Ebrahim Nemati ,  Jilong Kuang ,  Nasson Boroumand ,  Jun Gao

IPC: A61B5/08 ,  A61B5/0205 ,  A61B5/00

Abstract: A method for contextually aware determination respiration includes obtaining, by an electronic device, context information and selecting, by the electronic device, a set of sensor data associated with respiratory activity of a subject, based on the context information. The method further includes selecting, based on the selected set of sensor data, an algorithm from a plurality of algorithms for determining a respiration rate of the subject, and determining, by applying the selected algorithm to the selected set of sensor data associated with respiratory activity of the subject, the respiration rate for the subject.

公开(公告)号：US20240020882A1

公开(公告)日：2024-01-18

申请号：US18222118

申请日：2023-07-14

Applicant: Samsung Electronics Co., Ltd.

Inventor： Korosh Vatanparvar ,  Jiyang Li ,  Li Zhu ,  Migyeong Gwak ,  Jilong Kuang ,  Jun Gao

IPC: G06T7/90 ,  G06T7/00 ,  G06T7/246 ,  G16H50/30 ,  G16H40/67 ,  A61B5/103 ,  A61B5/024

CPC classification number: G06T7/90 ,  G06T7/0012 ,  G06T7/246 ,  G06T7/97 ,  G16H50/30 ,  G16H40/67 ,  A61B5/1032 ,  A61B5/02416 ,  G06T2207/30201 ,  G06T2207/30088 ,  G06T2207/30168 ,  G06T2207/20081

Abstract: In one embodiment, a method includes accessing a plurality of images of a region of interest of a person's skin and extracting, from the plurality of images, a color signal of the region of interest as a function of time. The method further includes determining, based at least on the color signal, a first quality associated with an estimated vital sign of the person, where the vital sign estimate is determined from the plurality of images.

公开(公告)号：US20230343458A1

公开(公告)日：2023-10-26

申请号：US17728741

申请日：2022-04-25

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： Tousif Ahmed ,  Md Mahbubur Rahman ,  Sean Bornheimer ,  Nathan Robert Folkman ,  Anh Minh Dinh ,  Ebrahim Nematihosseinabadi ,  Jilong Kuang ,  Jun Gao

IPC: G16H50/30 ,  G16H80/00 ,  A61B5/00 ,  H04W4/02 ,  G16H10/60

CPC classification number: G16H50/30 ,  G16H80/00 ,  A61B5/0022 ,  H04W4/023 ,  A61B5/7282 ,  G16H10/60

Abstract: Detecting an adverse health event and responding to an emergency event can include updating a current context profile of a user based on signals generated by one or more sensors of a device, the signals generated in response to one or more physically measurable phenomena associated with the user. A context-aware baseline profile having a same context as the current context profile can be selected, the context-aware baseline profile selected from a plurality of context-aware baseline profiles having different contexts. Features of the current context profile can be compared with corresponding features of the context-aware baseline profile of the user having the same context as the current context profile. A remedial action can be initiated in response to recognizing, based on the comparing, an occurrence of a possible adverse health event affecting the user.

公开(公告)号：US11741986B2

公开(公告)日：2023-08-29

申请号：US16999027

申请日：2020-08-20

Applicant: Samsung Electronics Co., Ltd.

Inventor： Korosh Vatanparvar ,  Tousif Ahmed ,  Viswam Nathan ,  Ebrahim Nematihosseinabadi ,  Md Mahbubur Rahman ,  Jilong Kuang ,  Jun Gao

IPC: G10L25/66 ,  G10L15/16

CPC classification number: G10L25/66 ,  G10L15/16

Abstract: A method includes obtaining, by an electronic device, an audio segment comprising one or more audio events of a target subject. The method also includes extracting, by the electronic device, audio embeddings from the one or more audio events using an embedding model, the embedding model comprising a trained machine learning model. The method further includes comparing, by the electronic device, the extracted audio embeddings with a match profile of the target subject, the match profile generated during an enrollment stage. The method also includes generating, by the electronic device, a label for the audio segment based on whether or not the extracted audio embeddings match the match profile, wherein the label enables correlation of the audio segment with the target subject for monitoring a health condition of the target subject.

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

IPC: A61B5/08 ,  A61B5/113 ,  A61B5/00

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.

公开(公告)号：US11564613B2

公开(公告)日：2023-01-31

申请号：US17124438

申请日：2020-12-16

Applicant: SAMSUNG ELECTRONICS CO., LTD. ,  The Regents of the University of California

Inventor： Li Zhu ,  Viswam Nathan ,  Md Mahbubur Rahman ,  Jilong Kuang ,  Jeong Woo Kim ,  Jun Gao ,  David W. Mortara ,  Jeffrey E. Olgin

IPC: A61B5/361 ,  A61B5/364 ,  A61B5/00

Abstract: Continuously monitoring heart rhythm can include grouping, using computer hardware, a plurality of inter-beat intervals (IBI) data for a user into a plurality of epochs, wherein each epoch includes a subset of the IBI data corresponding to a predetermined time span. For each epoch, a selected feature set selected from a plurality of feature sets is extracted based on a determination of temporal consistency of the epoch. A plurality of epoch classifications may be generated for the epochs using a selected feature processor, wherein each epoch classification indicates whether arrhythmia is detected for the epoch from which the epoch classification is generated. The selected feature processor is selected from a plurality of different feature processors on a per-epoch basis based on the selected feature set extracted from the epoch. An indication of arrhythmia may be output, via an output device of the computer hardware, based on the epoch classifications.