Search Results for author: Jay Chhablani

Found 3 papers, 0 papers with code

Freqformer: Frequency-Domain Transformer for 3-D Visualization and Quantification of Human Retinal Circulation

no code implementations17 Nov 2024 Lingyun Wang, Bingjie Wang, Jay Chhablani, Jose Alain Sahel, Shaohua Pi

We introduce Freqformer, a novel Transformer-based architecture designed for 3-D, high-definition visualization of human retinal circulation from a single scan in commercial optical coherence tomography angiography (OCTA).

SSIM

Diagnostic Quality Assessment of Fundus Photographs: Hierarchical Deep Learning with Clinically Significant Explanations

no code implementations18 Feb 2023 Shanmukh Reddy Manne, Jose-Alain Sahel, Jay Chhablani, Kiran Kumar Vupparaboinab, Soumya Jana

FP allows the clinician to examine the ocular fundus structures such as the macula, the optic disc (OD) and retinal vessels, whose visibility and clarity in an FP image remain central to ensuring diagnostic accuracy, and hence determine the diagnostic quality (DQ).

Diagnostic

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