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1. 发明公开

US20240177625A1 Apparatus and Method for Recognition of Patient Activities 审中-公开
公开(公告)号：US20240177625A1
公开(公告)日：2024-05-30
申请号：US18523057
申请日：2023-11-29
申请人： AIC Innovations Group, Inc.
发明人： Adam Hanina , Gordon Kessler , Lei Guan
IPC分类号： G09B19/00 , G16H20/10 , G16H20/17 , G16H40/63
CPC分类号： G09B19/00 , G16H20/10 , G16H20/17 , G16H40/63
摘要： A medication confirmation method and apparatus. The method of an embodiment of the invention includes the steps of capturing one or more video sequences of a user administering medication via a medication administration apparatus, storing the captured one or more video sequences, and analyzing at least one of the stored video sequences to confirm that the user has properly administered the medication, and has properly positioned the medication administration apparatus.

2. 发明授权

US11862033B2 Apparatus and method for recognition of patient activities 有权
公开(公告)号：US11862033B2
公开(公告)日：2024-01-02
申请号：US16871386
申请日：2020-05-11
申请人： AIC Innovations Group, Inc.
发明人： Adam Hanina , Gordon Kessler , Lei Guan
IPC分类号： G09B19/00 , G16H20/17 , G16H20/10 , G16H40/63
CPC分类号： G09B19/00 , G16H20/10 , G16H20/17 , G16H40/63
摘要： A medication confirmation method and apparatus. The method of an embodiment of the invention includes the steps of capturing one or more video sequences of a user administering medication via a medication administration apparatus, storing the captured one or more video sequences, and analyzing at least one of the stored video sequences to confirm that the user has properly administered the medication, and has properly positioned the medication administration apparatus.

3. 发明公开

US20230410290A1 NEURAL NETWORK ARCHITECTURE FOR MOVEMENT ANALYSIS 审中-公开
公开(公告)号：US20230410290A1
公开(公告)日：2023-12-21
申请号：US17664590
申请日：2022-05-23
申请人： AIC Innovations Group, Inc.
发明人： Deshana Desai , Xiaoguang Lu , Lei Guan , Shaolei Feng , Richard Christie
IPC分类号： G06T7/00 , G06N3/04 , G06T7/246 , G06V40/16 , G06V10/82 , G06F40/279
CPC分类号： G06T7/0012 , G06N3/0454 , G06N3/0445 , G06T7/246 , G06V40/171 , G06T2207/10016 , G06F40/279 , G06T2207/30004 , G06T2207/30201 , G06T2207/20084 , G06T2207/20081 , G06V10/82
摘要： A video is segmented into a plurality of sequences corresponding to different facial states performed by a patient in the video. For each sequence, displacement of a plurality of groups of landmarks of a face of the patient is tracked, to obtain, for each group of the plurality of groups, one or more displacement measures characterizing positions of the landmarks of the group. The one or more displacement measures corresponding to each group are provided into a corresponding neural network, to obtain a landmark feature. The neural networks corresponding to each group are different from one another. A sequence score for the sequence is determined based on a plurality of landmark features corresponding to the groups. A plurality of sequence scores are provided into a machine learning component, to obtain a patient score. A disease state of the patient is determined based on the patient score.

4. 发明授权

US11461920B2 Apparatus and method for object recognition 有权
公开(公告)号：US11461920B2
公开(公告)日：2022-10-04
申请号：US16879215
申请日：2020-05-20
申请人： AIC Innovations Group, Inc.
发明人： Daniel Glasner , Lei Guan , Adam Hanina , Li Zhang
IPC分类号： A61B5/00 , G06K9/62 , G06T7/70 , G06V10/44 , G06V10/56 , G06V10/82 , G06V30/194
摘要： A system and method for recognizing an object. The system includes an imaging apparatus for capturing an image of an object and a processor for receiving the captured image of the object, and for, when it is determined that fewer than a predetermined number of objects have been previously imaged, for determining whether the image of the captured object includes one or more characteristics determined to be similar to a same characteristic in a group of previously imaged objects so that the captured image is grouped with the previously imaged objects, or whether the image of the captured object includes one or more characteristics determined to be dissimilar to a same characteristic in a group of previously imaged objects so that the captured image is not grouped with the previously imaged objects, and the image of the captured object starts another group of previously imaged objects.

5. 发明授权

US11417422B2 Medication adherence monitoring system and method 有权
公开(公告)号：US11417422B2
公开(公告)日：2022-08-16
申请号：US17166995
申请日：2021-02-03
申请人： AIC Innovations Group, Inc.
发明人： Adam Hanina , Gordon Kessler , Lei Guan
IPC分类号： G16H20/10 , G06K9/00 , G06Q50/22 , A61B5/11 , A61B5/00 , G16H20/13 , H04N7/18 , G16H40/67 , G06V20/52
摘要： A medication management system is described that is operable to determine whether a user is actually following a protocol, provide additional assistance to a user, starting with instructions, video instructions, and the like, and moving up to contact from a medication administrator if it is determined that the user would need such assistance in any medical adherence situation, including clinical trial settings, home care settings, healthcare administration locations, such as nursing homes, clinics, hospitals and the like. Suspicious activity on the part of a patient or other user of the system is identified and can be noted to a healthcare provider or other service provider where appropriate.

6. 发明申请

US20220122698A1 Apparatus and Method for Recognition of Medication Administration Indicator 有权
公开(公告)号：US20220122698A1
公开(公告)日：2022-04-21
申请号：US17644026
申请日：2021-12-13
申请人： AIC Innovations Group, Inc.
发明人： Adam Hanina , Lei Guan , Dehua Lai
IPC分类号： G16H10/20 , G06T7/00 , A61M5/315 , G16H20/10 , G16H20/17 , G06V10/10 , G06V10/75
摘要： A method, system and computer program for confirming proper medication amount for a medication injection apparatus. The computer program causes a computer to perform the steps of providing one or more instructions on a display of a computing device instructing placement of an injectable medication apparatus including an indication of an amount of medication to be injected by the injectable medication apparatus, imaging by an image capture one or more images of the injectable medication apparatus including the indication of the amount of medication, and comparing by a processor of the computing device through recognition of the indication of the amount of medication, the indicated amount to a predetermined amount. One or more additional instructions may be provided on the display of the computing device to change the indication of the amount of medication if it is determined that the recognized indicated amount does not match the predetermined amount.

7. 发明授权

US11200965B2 Apparatus and method for recognition of medication administration indicator 有权
公开(公告)号：US11200965B2
公开(公告)日：2021-12-14
申请号：US16659185
申请日：2019-10-21
申请人： AIC Innovations Group, Inc.
发明人： Adam Hanina , Lei Guan , Dehua Lai
IPC分类号： G16H10/20 , G06T7/00 , A61M5/315 , G06K9/62 , G06K9/78 , G16H20/10 , G16H20/17
摘要： A method, system and computer program for confirming proper medication amount for a medication injection apparatus. The computer program causes a computer to perform the steps of providing one or more instructions on a display of a computing device instructing placement of an injectable medication apparatus including an indication of an amount of medication to be injected by the injectable medication apparatus, imaging by an image capture one or more images of the injectable medication apparatus including the indication of the amount of medication, and comparing by a processor of the computing device through recognition of the indication of the amount of medication, the indicated amount to a predetermined amount. One or more additional instructions may be provided on the display of the computing device to change the indication of the amount of medication if it is determined that the recognized indicated amount does not match the predetermined amount.

8. 发明授权

US11170484B2 Recognition of suspicious activities in medication administration 有权
公开(公告)号：US11170484B2
公开(公告)日：2021-11-09
申请号：US16135858
申请日：2018-09-19
申请人： AIC Innovations Group, Inc.
发明人： Adam Hanina , Daniel Glasner , Li Zhang , Chloe Chah
IPC分类号： G06T7/00 , G16H20/10 , H04N7/18 , G06K9/00 , G06F21/32 , G06T7/20 , G16H50/30 , G16H10/60 , G16H50/20 , G16H40/67 , G16H10/20
摘要： Methods and systems for recognizing suspicious activities of a user administering a medication are described. One of the methods include capturing one or more video sequences of a user administering a medication by a video capture device; analyzing the captured one or more video sequences to determine one or more indications of a suspicious activity of the user; and adaptively performing a follow-up operation in response to a determination of one or more indications of a suspicious activity of the user.

9. 发明申请

US20210128059A1 METHOD AND APPARATUS FOR DETERMINING HEALTH STATUS 有权
公开(公告)号：US20210128059A1
公开(公告)日：2021-05-06
申请号：US17147239
申请日：2021-01-12
申请人： AIC Innovations Group, Inc.
发明人： Adam Hanina , Daniel Glasner , Li Zhang
IPC分类号： A61B5/00 , G06T7/20 , A61B5/0205 , A61B5/11 , G16H50/30 , G06T7/00 , G16H20/00 , G16H30/40 , G16H40/67 , G16H10/20 , G16H10/60 , G16H50/20
摘要： Systems and methods for determining a heath status of a patient through an automated interview. One of the systems include one or more computers in one or more locations and one or more storage devices storing instructions that, when executed by one or more computers, cause the one or more computers to perform operations including: providing, to a user interface of a user device, questions for a user to respond to in an interactive manner, in which each of the questions following the first questions is adaptive based on the user's response to one or more of the previous questions; capturing motion and appearance of the user in a video sequence while the user is responding to the questions; and analyzing the motion of the user in the video sequence to determine one or more indications of a disease or of a change in a disease progression.

10. 发明申请

US20200074240A1 Method and Apparatus for Improving Limited Sensor Estimates Using Rich Sensors 审中-公开
公开(公告)号：US20200074240A1
公开(公告)日：2020-03-05
申请号：US16560877
申请日：2019-09-04
申请人： AIC Innovations Group, Inc.
发明人： Deshana Desai , Daniel Glasner
IPC分类号： G06K9/62 , G06N3/08 , G06N3/04 , G06K9/00
摘要： A system for improving limited sensor estimates using rich sensor estimates is described. The system includes one or more computers and one or more storage devices storing instructions that, when executed by one or more computers, cause the one or more computers to perform operations including: performing the following steps at least once: receiving rich sensor data, captured by a high-resolution sensor, of an input scene; receiving limited sensor data, captured by a low-resolution sensor, of the input scene; processing the rich sensor data using a first estimator to generate a first estimate that represents a first set of characteristics of the input scene; processing the limited sensor data using a second estimator to generate a second estimate in accordance with current values of parameters of the second estimator, the second estimate representing a second set of characteristics of the input scene, the second estimator being a deep neural network; determining a loss function that represents a difference in quality between the first estimate and the second estimate; and training the second estimator by adjusting the current values of the parameters of the second estimator to minimize the loss function. The operations further include: obtaining new limited sensor data, captured by the low-resolution sensor, of a new input scene; and processing the new limited sensor data using the trained second estimator in accordance with the adjusted values of parameters of the second estimator to generate a new estimate that represents a new set of characteristics of the new input scene.

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