429 citations · 450 across the 16 of their papers we have counts for
3 papers · 1 filter
An Ensemble Deep Learning Based Approach for Red Lesion Detection in Fundus Images
José Ignacio Orlando, Elena Prokofyeva, Mariana del Fresno +1
Diabetic retinopathy is one of the leading causes of preventable blindness in the world. Its earliest sign are red lesions, a general term that groups both microaneurysms and hemor…
Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks
Amal Rannen Triki, Matthew B. Blaschko, Yoon Mo Jung +4
Objective: In this work, we perform margin assessment of human breast tissue from optical coherence tomography (OCT) images using deep neural networks (DNNs). This work simulates a…
An Efficient Decomposition Framework for Discriminative Segmentation with Supermodular Losses
Jiaqian Yu, Matthew B. Blaschko
Several supermodular losses have been shown to improve the perceptual quality of image segmentation in a discriminative framework such as a structured output support vector machine…