1. Expert-level Automated Biomarker Identification in Optical Coherence Tomography Scans

    Expert-level Automated Biomarker Identification in Optical Coherence Tomography Scans

    In ophthalmology, retinal biological markers, or biomarkers , play a critical role in the management of chronic eye conditions and in the development of new therapeutics. While many imaging technologies used today can visualize these, Optical Coherence Tomography (OCT) is often the tool of choice due to its ability to image retinal structures in three dimensions at micrometer resolution. But with widespread use in clinical routine, and growing prevalence in chronic retinal conditions, the quantity of scans acquired worldwide is surpassing the capacity of retinal specialists to inspect these in meaningful ways. Instead, automated analysis of scans using machine learning algorithms ...

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