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Handheld retinal camera for AI-based diabetic retinopathy screening

Handheld retinal camera for AI-based diabetic retinopathy screening
用于基于人工智能的糖尿病视网膜病变筛查的手持式视网膜相机
批准号:
10324087
负责人:
LUKE MORETTI
金额:
$29.92万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-09-01 至 2022-08-31

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PROJECT SUMMARY The CDC recommends that each of the 34.2 million patients with diabetes in the United States is screened annually for diabetic retinopathy (DR), a major cause of preventable blindness. Less than 50% of diabetes patients actually follow these guidelines due to lack of access to medical care and eye specialists, time and money constraints, and lack of symptoms with early-stage disease. To address these problems, our team at AI Optics is developing the world’s first artificial intelligence-based handheld retinal camera to allow for point-of-care DR screening. This device is designed to be portable, easy to use, and workflow friendly. It performs high-accuracy DR screenings on non-dilated patients, maintaining optimal security and remaining resilient to connectivity issues. Our goal is that this novel diagnostic device will expand DR screenings beyond the offices of eye specialists and into primary care, optometry offices, diabetes clinics, and retail health settings. This increased access to screening will increase early-stage diagnosis rates and avoid preventable vision loss. In this Phase I SBIR project, we will develop a retinal camera that complies with ISO 10940:2009 standards, which will be able to capture high-quality fundus images in a handheld device. To ensure that full-scale image classification can be conducted, we will also utilize our proprietary, deep-learning artificial intelligence system. Finally, we will ensure that images captured from our retinal camera can be analyzed by our artificial intelligence for the presence of DR. The successful completion of this project will result in an improved and more accessible tool for DR screenings that could lead to earlier DR diagnosis, blindness prevention, and significant cost savings for millions of people with diabetes.
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