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公开(公告)号：US20250166837A1
公开(公告)日：2025-05-22
申请号：US18953643
申请日：2024-11-20
Applicant: Worcester Polytechnic Institute
Inventor： Emmanuel Agu , Akshay Iyer , Raghav Nagpal , Apiwat Ditthapron , Ziyang Liu , Reza Sadaarti , Bengisu Tulu , Diane Strong , Peder Pedersen , Raymond Dunn , Clifford Lindsay
IPC: G16H50/30 , G06F40/279 , G06T7/00 , G06T11/00 , G06V10/44 , G06V10/74 , G06V10/764 , G06V10/774 , G06V20/70 , G16H30/40
Abstract: A wound care treatment platform and application employs a mobile device and application (“app”) for on-site capture and gathering of wound images from a patient. The mobile device is in wireless communication with a database including health records and data and trained models of wound image classification. Based on a patient image of a wound under care, the image is analyzed for features indicative of wound health and healing progress. The mobile device invokes a plurality of models for providing an accurate and consistent assessment and treatment recommendation, including evaluating the sufficiency of the patient image gathered by the mobile device, normalizing the patient image for adverse or irregular lighting, common in patient dwellings, adjusting for a distance and angle at which the caretaker obtained the image, computing a comprehensive score of wound healing, and rendering an evaluation for referral or continuance of current outpatient care.
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公开(公告)号：US20250166183A1
公开(公告)日：2025-05-22
申请号：US18953632
申请日：2024-11-20
Applicant: Worcester Polytechnic Institute
Inventor： Emmanuel Agu , Akshay Iyer , Raghav Nagpal , Apiwat Ditthapron , Ziyang Liu , Reza Sadaarti , Bengisu Tulu , Diane Strong , Peder Pedersen , Raymond Dunn , Clifford Lindsay
Abstract: A wound care treatment platform and application employs a mobile device and application (“app”) for on-site capture and gathering of wound images from a patient. The mobile device is in wireless communication with a database including health records and data and trained models of wound image classification. Based on a patient image of a wound under care, the image is analyzed for features indicative of wound health and healing progress. The mobile device invokes a plurality of models for providing an accurate and consistent assessment and treatment recommendation, including evaluating the sufficiency of the patient image gathered by the mobile device, normalizing the patient image for adverse or irregular lighting, common in patient dwellings, adjusting for a distance and angle at which the caretaker obtained the image, computing a comprehensive score of wound healing, and rendering an evaluation for referral or continuance of current outpatient care.
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公开(公告)号：US20240324922A1
公开(公告)日：2024-10-03
申请号：US18584731
申请日：2024-02-22
Applicant: Worcester Polytechnic Institute
Inventor： Soussan Djamasbi , Javad Norouzi Nia , Doaa Alrefaei , Diane Strong , Randy Paffenroth
CPC classification number: A61B5/163 , A61B3/113 , A61B5/4824 , A61B5/7282
Abstract: A health experience detection system comprises an eye-tracking device and a health experience detection device disposed in electrical communication with the eye-tracking device. The health experience detection device comprises a controller having a memory and a processor. The controller is configured to: receive eye-movement data from the eye-tracking device, the eye-movement data associated with eye-movement of a user and comprising at least one of saccade event data and fixation event data, apply the eye-movement data to a health experience identification engine to generate a health experience identifier associated with the user, and output a notification regarding the health experience identifier of the user as associated with the eye-movement data.
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