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公开(公告)号：US20240237895A1
公开(公告)日：2024-07-18
申请号：US18622593
申请日：2024-03-29
Applicant: Digital Diagnostics Inc.
Inventor： Warren James Clarida , Ryan Earl Rohret Amelon , Abhay Shah , Jacob Patrick Suther , Meindert Niemeijer , Michael David Abramoff
CPC classification number: A61B3/14 , A61B3/0008 , A61B3/0025 , A61B3/12
Abstract: Systems and methods are disclosed herein for adjusting flash intensity based on retinal pigmentation. In an embodiment, a processor determines a retinal pigmentation of a retina of an eye positioned at an imaging device. The processor commands the imaging device to adjust an intensity of a flash component from a first intensity to a second intensity based on the retinal pigmentation. The processor commands the imaging device to capture an image that is lit by the flash component at the second intensity, and receives the image from the imaging device.
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公开(公告)号：US20240095924A1
公开(公告)日：2024-03-21
申请号：US18522961
申请日：2023-11-29
Applicant: Digital Diagnostics Inc.
Inventor： Warren James Clarida , Ryan Earl Rohret Amelon , Abhay Shah , Jacob Patrick Suther , Meindert Niemeijer , Michael David Abramoff
CPC classification number: G06T7/0014 , G16H30/40 , G16H50/20 , G16H50/30 , G06T2207/10016 , G06T2207/30041
Abstract: Systems and methods are provided herein for minimizing retinal exposure to flash during image gathering for diagnosis. In an embodiment, a system captures a plurality of retinal images of different retinal regions. The system determines that a first portion of a first image does not meet a criterion while a second portion of the first image does meet the criterion, identifies a portion of the retina depicted in the first portion that does not meet the criterion, and determines whether the portion of the retina is depicted in a third portion of a second image and whether the third portion meets the criterion. Responsive to determining that the third portion meets the criterion, the system performs the diagnosis. Responsive to determining that the portion of the retina is not depicted in the second image, the system captures an additional image of the retinal region.
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公开(公告)号：US11903649B2
公开(公告)日：2024-02-20
申请号：US16917504
申请日：2020-06-30
Applicant: Digital Diagnostics Inc.
Inventor： Michael D. Abramoff , Eric Talmage , Ben Clark , Edward DeHoog , Timothy Chung
CPC classification number: A61B3/152 , A61B3/0008 , A61B3/0091 , A61B3/12
Abstract: An ocular alignment system for aligning a subject's eye with an optical axis of an ocular imaging device comprising one or more guide light and one or more baffle configured to mask the one or more guide light from view of the subject such that the one or more guide light is only visible to the subject when the eye of the subject is aligned with the optical axis of an ocular imaging system.
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公开(公告)号：US11880976B2
公开(公告)日：2024-01-23
申请号：US17202199
申请日：2021-03-15
Applicant: Digital Diagnostics Inc.
Inventor： Warren James Clarida , Ryan Earl Rohret Amelon , Abhay Shah , Jacob Patrick Suther , Meindert Niemeijer , Michael David Abramoff
CPC classification number: G06T7/0014 , G16H30/40 , G16H50/20 , G16H50/30 , G06T2207/10016 , G06T2207/30041
Abstract: Systems and methods are provided herein for minimizing retinal exposure to flash during image gathering for diagnosis. In an embodiment, a system captures a plurality of retinal images of different retinal regions. The system determines that a first portion of a first image does not meet a criterion while a second portion of the first image does meet the criterion, identifies a portion of the retina depicted in the first portion that does not meet the criterion, and determines whether the portion of the retina is depicted in a third portion of a second image and whether the third portion meets the criterion. Responsive to determining that the third portion meets the criterion, the system performs the diagnosis. Responsive to determining that the portion of the retina is not depicted in the second image, the system captures an additional image of the retinal region.
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公开(公告)号：US11790523B2
公开(公告)日：2023-10-17
申请号：US16175318
申请日：2018-10-30
Applicant: Digital Diagnostics Inc.
Inventor： Meindert Niemeijer , Ryan Amelon , Warren Clarida , Michael D. Abramoff
CPC classification number: G06T7/0012 , G06F18/2148 , G06N3/045 , G06N3/08 , G06V10/454 , G06V10/82 , G06T2207/20081 , G06T2207/20084 , G06T2207/30041
Abstract: A device receives an input image of a portion of a patient's body, and applies the input image to a feature extraction model, the feature extraction model comprising a trained machine learning model that is configured to generate an output that comprises, for each respective location of a plurality of locations in the input image, an indication that the input image contains an object of interest that is indicative of a presence of a disease state at the respective location. The device applies the output of the feature extraction model to a diagnostic model, the diagnostic model comprising a trained machine learning model that is configured to output a diagnosis of a disease condition in the patient based on the output of the feature extraction model. The device outputs the determined diagnosis of a disease condition in the patient obtained from the diagnostic model.
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Patent Agency Ranking
公开(公告)号：US20230178200A1
公开(公告)日：2023-06-08
申请号：US17541936
申请日：2021-12-03
Applicant: Digital Diagnostics Inc.
Inventor： Michael D. Abramoff
CPC classification number: G16H20/00 , G16H50/20 , G06T7/0012 , G06K9/6256
Abstract: A device is disclosed herein that receives image data corresponding to an anatomy of a patient. The device applies the image data to one or more feature models trained using training data that pairs anatomical images to an anatomical feature label, and receives, as output from the one or more feature models, scores for each of a plurality of anatomical features corresponding to the image data. The device applies the scores as input to a treatment model, the treatment model trained to output a prediction of a measure of efficacy of a particular treatment based on features of the patient's anatomy. The device receives, as output from the treatment model, data representative of the predicted measure of efficacy of the particular treatment.
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公开(公告)号：US20220054006A1
公开(公告)日：2022-02-24
申请号：US16997843
申请日：2020-08-19
Applicant: Digital Diagnostics Inc.
Inventor： Warren James Clarida , Ryan Earl Rohret Amelon , Abhay Shah , Jacob Patrick Suther , Meindert Niemeijer , Michael David Abramoff
Abstract: Systems and methods are disclosed herein for detecting eye alignment during retinal imaging. In an embodiment, the system receives an infrared stream from an imaging device, the infrared stream showing characteristics of an eye of a patient. The system determines, based on the infrared stream, that the eye is improperly aligned at a first time, and outputs sensory feedback indicative of the improper alignment. The system detects, based on the infrared stream at a second time later than the first time, that the eye is properly aligned, and receives an image of a retina of the properly aligned eye from the imaging device.
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公开(公告)号：US11232548B2
公开(公告)日：2022-01-25
申请号：US15466636
申请日：2017-03-22
Applicant: Digital Diagnostics Inc.
Inventor： Michael D. Abramoff , Ben Clark , Eric Talmage , John Casko , Warren Clarida , Meindert Niemeijer , Timothy Dinolfo , Tay Stutts
Abstract: Disclosed is a system for qualifying medical images submitted by user for diagnostic analysis comprising: an image input module, configured to receive one or more image input by a user; an image protocol conformation module, configured to receive the one or more images from the image input module, and further configured to analyze each of the one or more images for conformity with a predefined protocol and wherein images that do not conform to the predefined protocol are flagged as non-conforming images; an image output module, configured to identify to the user each of the one or more images flagged as non-conforming and prompting the user to resubmit a new image for each of the non-conforming images; and an image resubmission module, configured to receive the user resubmitted image and provide the resubmitted image to the image protocol conformation module.
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公开(公告)号：US12249144B2
公开(公告)日：2025-03-11
申请号：US17621570
申请日：2020-06-26
Applicant: Digital Diagnostics Inc.
Inventor： Joseph Ferrante , Kelsey Gross , Elliot Swart
Abstract: A cleaning wizard monitors and provides feedback for cleaning of medical equipment to ensure that cleaning is performed based on best practices. The cleaning wizard receives a video stream comprising an item of medical equipment and inputs a first set of video frames from the video stream into a first machine learning model. The first machine learning model is trained to output whether the first set of video frames corresponds to activity that initiates a cleaning protocol for the item of medical equipment. Responsive to the cleaning protocol being initiated, the cleaning wizard inputs a second set of video frames into a second machine learning model trained to output whether the second set of frames meets criteria of the cleaning protocol. Responsive to all criteria of the cleaning protocol being met, the cleaning wizard transmits a notification to an operator that the cleaning protocol is complete.
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公开(公告)号：US12243206B2
公开(公告)日：2025-03-04
申请号：US17558016
申请日：2021-12-21
Applicant: Digital Diagnostics Inc.
Inventor： Michael D. Abramoff , Ben Clark , Eric Talmage , John Casko , Warren Clarida , Meindert Niemeijer , Timothy Dinolfo , Tay Stutts
Abstract: Disclosed is a system for qualifying medical images submitted by user for diagnostic analysis comprising: an image input module, configured to receive one or more image input by a user; an image protocol conformation module, configured to receive the one or more images from the image input module, and further configured to analyze each of the one or more images for conformity with a predefined protocol and wherein images that do not conform to the predefined protocol are flagged as non-conforming images; an image output module, configured to identify to the user each of the one or more images flagged as non-conforming and prompting the user to resubmit a new image for each of the non-conforming images; and an image resubmission module, configured to receive the user resubmitted image and provide the resubmitted image to the image protocol conformation module.
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