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NCT ID: NCT06109285 Recruiting - Clinical trials for Retinopathy of Prematurity

Validation of i-ROP DL to Detect More Than Mild ROP

Start date: November 29, 2023
Phase: N/A
Study type: Interventional

In this study, the investigators aim to improve image acquisition and preprocessing pipeline for FDA application. Our previous research has used various methodologies to identify images to input into the algorithm. The investigators aim to evaluate the effect of image quality and field of view on the output of the device in addition to performing a precision study to evaluate the effect of different camera operators on image selection and device output. Additionally the investigators aim to assist conducting pivotal clinical study for assistive diagnosis. Based on two previous meetings with the FDA, the clinical study will test the following hypothesis: use of the i-ROP DL VSS improves the accuracy of plus disease diagnosis among clinicians performing telemedical review of images. The investigators also aim to assist in conducting pivotal clinical study of autonomous ROP screening. Preliminary data suggests that the i-ROP DL system could achieve 100% sensitivity for detection of severe ROP. The investigators will perform a clinical study to support a revised indication for use as an autonomous AI screening device. Output of the i-ROP DL system will be compared to masked telemedicine grading for identification of referral-warranted and treatment-requiring ROP.