Yalin Zheng

Convolutional Neural Networks for Diabetic Retinopathy

Harry Pratt, Frans Coenen, Deborah Broadbent et al. · Procedia Computer Science · 2016 · 905 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A foundation model for generalizable disease detection from retinal images

Yukun Zhou, Mark A. Chia, Siegfried K. Wagner et al. · Nature · 2023 · 697 citations · Full text

Automated Vessel Segmentation Using Infinite Perimeter Active Contour Model with Hybrid Region Information with Application to Retinal Images

Yitian Zhao, Lavdie Rada, Ke Chen et al. · IEEE Transactions on Medical Imaging · 2015 · 397 citations · Full text

Medical Image Segmentation, Engineering, Retinal Images +23

DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification

Hongrun Zhang, Yanda Meng, Yitian Zhao et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 377 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +18

CS <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"> <mml:msup> <mml:mrow/> <mml:mn>2</mml:mn> </mml:msup> </mml:math> -Net: Deep learning segmentation of curvilinear structures in medical imaging

Lei Mou, Yitian Zhao, Huazhu Fu et al. · Medical Image Analysis · 2020 · 348 citations · Full text